{"meta":{"query_hash":"ad8795d286d8","filters":{"venue":"The Journal of Community Informatics"},"cohort_total":519,"direct_labels_cover":2,"predictions_cover":519,"exported":519,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/ad8795d286d8","api":"https://metacan.xera.ac/api/v1/cohort?venue=The+Journal+of+Community+Informatics"},"results":[{"id":"W1479764719","doi":"10.15353/joci.v1i2.2052","title":"How Wi-Fi came to El Chaco","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.038806204733175316,"score_gpt":0.27617603549604547,"score_spread":0.23736983076287016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1479764719","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13096559,0.002704909,0.020500354,0.11397558,0.004786842,0.0002197087,0.00034850862,0.0006370428,0.7258615],"genre_scores_gemma":[0.64484686,0.0019753273,0.0048414706,0.031653065,0.001126949,0.00016940651,0.0002727422,0.00064091035,0.31447336],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99643075,0.0012292753,0.000104401726,0.0003261753,0.0009203922,0.0009890285],"domain_scores_gemma":[0.99585825,0.00091227505,0.00012792218,0.00020073938,0.0022788343,0.0006219004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040926035,0.0004993646,0.0002732294,0.0020334937,0.007672312,0.014559225,0.000999685,0.00390849,0.0192435],"category_scores_gemma":[0.012656825,0.0005651426,0.0004830072,0.0014014555,0.0040538083,0.011401891,0.0048207343,0.00755728,0.004279531],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047488307,0.00045615737,0.01787395,0.00022052292,0.00008206006,0.003711045,0.037672404,0.0018197603,0.0036638582,0.62979,0.11723308,0.18700232],"study_design_scores_gemma":[0.000041632342,0.000062984,0.005442928,0.00028634738,0.00002736765,0.0003888528,0.024382789,0.0014228867,0.0019791673,0.025617464,0.9402166,0.00013094557],"about_ca_topic_score_codex":0.09055763,"about_ca_topic_score_gemma":0.07067074,"teacher_disagreement_score":0.09055763,"about_ca_system_score_codex":0.012172182,"about_ca_system_score_gemma":0.006463379,"threshold_uncertainty_score":0.18006104},"labels":[],"label_agreement":null},{"id":"W1479934904","doi":"10.15353/joci.v8i1.3052","title":"Revisited: Communication Media Use in the Grandparent/Grandchild Relationship","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Grandparent; Phone; Instant messaging; Psychology; Landline; Demographics; Quality (philosophy); Mobile phone; Quality time; Grandchild; Face (sociological concept); Social psychology; Developmental psychology; Computer science; Focus group; Demography; World Wide Web; Sociology","score_opus":0.10501223357771562,"score_gpt":0.33007835275110436,"score_spread":0.22506611917338876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1479934904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9961992,0.0005716766,0.00026858208,0.00024962603,0.000011490563,0.0000054171464,0.000026626063,0.000005249652,0.00266209],"genre_scores_gemma":[0.9981232,0.00048619934,0.0003851707,0.000055539713,0.0000070879482,0.000010716178,0.000025690893,0.0000034095965,0.000902805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993524,0.00036738266,0.000024463194,0.000083336556,0.00010901764,0.000063447194],"domain_scores_gemma":[0.9963303,0.0020241954,0.0008726251,0.00016586359,0.00026212353,0.00034489876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001074896,0.00023335402,0.00024454994,0.0008448577,0.001071349,0.001572159,0.00038078736,0.00033150928,0.004320122],"category_scores_gemma":[0.0068080863,0.0002353184,0.00016907396,0.0006121353,0.00068757427,0.0014918938,0.0014344321,0.0007811707,0.00019373855],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013536567,0.00018592447,0.6873044,0.00017316916,0.00010295337,0.0025619376,0.233057,0.00004362102,0.0025871692,0.0023161373,0.00096498406,0.07056745],"study_design_scores_gemma":[0.000009540693,0.00030833046,0.8060944,0.00020657042,0.00013985386,0.0046968265,0.17803204,0.00022706823,0.0011046161,0.0007042418,0.008442186,0.0000343964],"about_ca_topic_score_codex":0.009117866,"about_ca_topic_score_gemma":0.015613669,"teacher_disagreement_score":0.009117866,"about_ca_system_score_codex":0.00048860966,"about_ca_system_score_gemma":0.0007175707,"threshold_uncertainty_score":0.018129587},"labels":[],"label_agreement":null},{"id":"W1480082080","doi":"10.15353/joci.v4i2.2957","title":"Community Networking and Civic Participation: Surveying the Canadian Research Landscape","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Alliance; Public relations; Information and Communications Technology; Community organization; Civic engagement; Political science; Community building; Sociology; ICTS; Politics","score_opus":0.2253568776635857,"score_gpt":0.3332302720941752,"score_spread":0.10787339443058952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1480082080","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95478714,0.00346439,0.00040393326,0.0038798251,0.000033520522,0.00025838762,0.0012705385,0.000017984145,0.035884228],"genre_scores_gemma":[0.9903341,0.0037841673,0.0005826163,0.00040922847,0.00001037997,0.00010726051,0.00046746235,0.000013590243,0.0042911116],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.996005,0.00058073376,0.00013920778,0.00035864877,0.0016300335,0.0012863724],"domain_scores_gemma":[0.9888347,0.0022731288,0.0013147389,0.0003310859,0.0046551214,0.0025912235],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005503146,0.0002864253,0.00048388622,0.008977004,0.019493718,0.0058849086,0.0015011666,0.0007837255,0.003761486],"category_scores_gemma":[0.011321042,0.00033204665,0.00030068544,0.018766254,0.004132812,0.0024441981,0.004603391,0.0011308015,0.00024197015],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092733964,0.00014905617,0.39476866,0.00072177046,0.000029937386,0.0005135594,0.4340079,0.00022932993,0.0006142311,0.012650055,0.011356614,0.14486617],"study_design_scores_gemma":[0.000007538145,0.000041857562,0.3255849,0.00042718987,0.00001704635,0.00010779771,0.5987592,0.00036198195,0.00017031668,0.00066688354,0.07379772,0.000057576548],"about_ca_topic_score_codex":0.99126387,"about_ca_topic_score_gemma":0.9958513,"teacher_disagreement_score":0.9944969,"about_ca_system_score_codex":0.07035227,"about_ca_system_score_gemma":0.1276066,"threshold_uncertainty_score":0.5104438},"labels":[],"label_agreement":null},{"id":"W1481995151","doi":"10.15353/joci.v9i2.3177","title":"Health Impact Assessment of a UK Digital Health Service","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health impact assessment; Inequality; Health services; Digital health; Health care; Environmental health; Service (business); Business; Health policy; Health assessment; Health equity; Environmental planning; Political science; Public health; Nursing; Medicine; Economic growth; Geography; Marketing; Economics","score_opus":0.1094311432644922,"score_gpt":0.5040608324887544,"score_spread":0.3946296892242622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1481995151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7717541,0.0032149162,0.0029134955,0.016229462,0.0006748491,0.0042421157,0.021427307,0.00021273478,0.17933111],"genre_scores_gemma":[0.97689945,0.0015531692,0.0035793877,0.0016596339,0.00016090409,0.0010490889,0.0051111965,0.00003053614,0.009956583],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9825544,0.008263854,0.0009018148,0.00040746562,0.006353752,0.0015188497],"domain_scores_gemma":[0.9796808,0.008483147,0.0021257289,0.0010358513,0.0069927033,0.0016816397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008817653,0.00045365273,0.00047298314,0.0052637723,0.001278707,0.0033899944,0.0009501405,0.00105509,0.018662406],"category_scores_gemma":[0.028725963,0.0002703139,0.0009975976,0.0057869204,0.0009414941,0.002104328,0.004370089,0.0009436354,0.0010852556],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007139416,0.0024792217,0.34934008,0.0067914547,0.000818291,0.0016248582,0.0055251317,0.020310009,0.003427671,0.024663204,0.056714106,0.52116656],"study_design_scores_gemma":[0.0010740802,0.009567012,0.7706565,0.002143781,0.00084297406,0.0009074461,0.019827876,0.016879568,0.0038902184,0.004094091,0.1698445,0.00027189677],"about_ca_topic_score_codex":0.09326518,"about_ca_topic_score_gemma":0.07689408,"teacher_disagreement_score":0.09326518,"about_ca_system_score_codex":0.015834613,"about_ca_system_score_gemma":0.008107975,"threshold_uncertainty_score":0.18544465},"labels":[],"label_agreement":null},{"id":"W1483650141","doi":"10.15353/joci.v10i3.3448","title":"Urban Acupuncture in the era on Ubiquitous Media","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Tourism; Cloud computing; Social media; Process (computing); Corporate governance; Multiculturalism; Set (abstract data type); Sociology; Smart city; Public relations; Computer science; Political science; Business; World Wide Web; Internet of Things","score_opus":0.016033823080164385,"score_gpt":0.21529959789591782,"score_spread":0.19926577481575344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1483650141","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12125107,0.028172385,0.33403698,0.03589802,0.0013549711,0.0010311198,0.00022318977,0.00063388504,0.4773984],"genre_scores_gemma":[0.81841946,0.009810229,0.12278912,0.0028240934,0.0004709467,0.0009725997,0.000069101094,0.00009601591,0.044548467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963264,0.0028038127,0.00010265951,0.0001780142,0.00044675497,0.00014245551],"domain_scores_gemma":[0.99799204,0.0013826651,0.00013523591,0.00024908368,0.00011360051,0.00012729765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025412405,0.0003428753,0.00032766114,0.0023224,0.0026011236,0.0049822084,0.0009047294,0.0014279697,0.010040038],"category_scores_gemma":[0.0028832518,0.00019903333,0.00039241626,0.0023190803,0.010978403,0.0043805456,0.0056919623,0.0011426411,0.00060095836],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007211201,0.0000657536,0.0009780194,0.0011430056,0.000015181664,0.0005400026,0.038565572,0.00088846474,0.0020490414,0.8024342,0.004112,0.14913665],"study_design_scores_gemma":[0.000054105876,0.00032572687,0.0038305318,0.002566912,0.000051042858,0.0012284032,0.06262348,0.0030133375,0.0028056821,0.34730592,0.5761382,0.000056630375],"about_ca_topic_score_codex":0.0012026179,"about_ca_topic_score_gemma":0.004111491,"teacher_disagreement_score":0.010040038,"about_ca_system_score_codex":0.0018501688,"about_ca_system_score_gemma":0.0026270272,"threshold_uncertainty_score":0.033587277},"labels":[],"label_agreement":null},{"id":"W1485032807","doi":"10.15353/joci.v10i2.2645","title":"The Multistakeholder Model, Neo-liberalism and Global (Internet) Governance","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Global Financial Regulation and Crises","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Liberalism; Corporate governance; Internet governance; The Internet; Political science; Law and economics; Public administration; Sociology; Computer science; Law; Economics; World Wide Web; Management; Politics","score_opus":0.04485052192223866,"score_gpt":0.23952738848934357,"score_spread":0.19467686656710492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1485032807","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034206596,0.007938344,0.0003803206,0.112018235,0.8753408,0.000013393963,0.00006991674,0.000023269504,0.0038736488],"genre_scores_gemma":[0.003943047,0.0036718505,0.00012243394,0.014029921,0.9748765,0.000010417957,0.000013451939,0.000020168232,0.0033122269],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99715304,0.00071005925,0.00029702444,0.00059315335,0.0009791049,0.00026756726],"domain_scores_gemma":[0.9600558,0.031540014,0.001151348,0.0007554635,0.004776088,0.0017212514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006635569,0.001494091,0.001802189,0.0021136326,0.0024351787,0.00948483,0.002495346,0.014342908,0.0061642784],"category_scores_gemma":[0.0256117,0.0005513697,0.0010754192,0.0012864511,0.005544664,0.005077148,0.0012004646,0.015264368,0.0021572371],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029085995,0.00002514606,0.000076893244,0.00026864294,0.000017670138,0.0002062143,0.00007523123,0.00007021142,0.000050269846,0.00909377,0.98469514,0.0053917044],"study_design_scores_gemma":[0.000081022146,0.00004052968,0.00075564644,0.0008505552,0.00007006007,0.0003924881,0.00030217107,0.00082440564,0.00023504601,0.025504274,0.97090393,0.000039875915],"about_ca_topic_score_codex":0.0007133003,"about_ca_topic_score_gemma":0.0012971052,"teacher_disagreement_score":0.014342908,"about_ca_system_score_codex":0.001762138,"about_ca_system_score_gemma":0.0015592255,"threshold_uncertainty_score":0.03509265},"labels":[],"label_agreement":null},{"id":"W1487252684","doi":"10.15353/joci.v8i1.3063","title":"Recareering Happily Ever After: An Analysis Of Job Transition Storytelling In AARP Message Boards","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Storytelling; Workforce; Population; Psychology; Public relations; Sociology; Narrative; Political science; Demography; Art","score_opus":0.05823107982879236,"score_gpt":0.304076551684209,"score_spread":0.24584547185541664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1487252684","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963051,0.000100255835,0.00017435041,0.00014077524,0.0000074067584,0.0000341129,0.00011180092,0.000006311937,0.0031199562],"genre_scores_gemma":[0.99691546,0.00022491127,0.0003867361,0.000053348205,0.000013001425,0.00004963039,0.00027933513,0.0000136061335,0.0020639158],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99904174,0.0005172651,0.000048743936,0.00006910556,0.00014979152,0.00017338608],"domain_scores_gemma":[0.99001336,0.0062144753,0.0017096638,0.00025989042,0.0008995679,0.0009031102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014324521,0.00024080284,0.00015933553,0.0022633614,0.001969998,0.002566586,0.0005199242,0.00047655246,0.003121452],"category_scores_gemma":[0.010408629,0.00017184726,0.0001813102,0.0015501974,0.00092634466,0.001455045,0.0015465234,0.00072338874,0.00055267086],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023965264,0.0004769024,0.18028152,0.00026947877,0.000031665648,0.0020119024,0.75506353,0.00016454962,0.0014138368,0.0010566938,0.0024113513,0.05657888],"study_design_scores_gemma":[0.000005264191,0.00015819028,0.33543226,0.00012300395,0.00002704503,0.00044546893,0.65038854,0.00036892018,0.00045245595,0.00020159251,0.0123770535,0.000020172472],"about_ca_topic_score_codex":0.008792231,"about_ca_topic_score_gemma":0.023851564,"teacher_disagreement_score":0.008792231,"about_ca_system_score_codex":0.0009995901,"about_ca_system_score_gemma":0.0010255275,"threshold_uncertainty_score":0.017482102},"labels":[],"label_agreement":null},{"id":"W1487268860","doi":"10.15353/joci.v8i1.3073","title":"The Getting Illinois Low Income Seniors and People with Disabilities Online Demonstration BTOP SBA project: A Case Study","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Healthcare innovation and challenges","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Installation; Low income; Low income housing; Subsidy; Internet access; Public housing; Training (meteorology); Business; Engineering; Computer science; Economic growth; Sociology; World Wide Web; Political science; Geography; Socioeconomics; Economics","score_opus":0.07397222802188323,"score_gpt":0.37730254183958273,"score_spread":0.3033303138176995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1487268860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98652506,0.00012578389,0.0003926077,0.002250435,0.00004139653,0.00029715252,0.00006105829,0.000029821354,0.010276659],"genre_scores_gemma":[0.9870544,0.000467398,0.0016176483,0.0009142242,0.00003756621,0.0005786467,0.000085078675,0.000022895167,0.009222191],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9971986,0.0011633657,0.00008235753,0.00017478193,0.00032188083,0.0010589202],"domain_scores_gemma":[0.99632674,0.00083070894,0.00025851076,0.00016136373,0.0003672266,0.0020553863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025622146,0.00075551035,0.0005713211,0.0014724951,0.018849384,0.0026739887,0.0024803518,0.0036502802,0.0055573853],"category_scores_gemma":[0.0043838555,0.0006574832,0.00060165557,0.0012402543,0.0034106502,0.0018957864,0.0058882795,0.003381703,0.0006980191],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046991964,0.033195715,0.10624847,0.00065408595,0.00007292553,0.07449455,0.6541145,0.0007934888,0.00296127,0.008677458,0.026438227,0.09187944],"study_design_scores_gemma":[0.00014659463,0.0026401344,0.04321918,0.00035461274,0.000044418735,0.011599334,0.90416735,0.0011871657,0.000910783,0.0011573294,0.03449544,0.00007770494],"about_ca_topic_score_codex":0.06524976,"about_ca_topic_score_gemma":0.20434594,"teacher_disagreement_score":0.06524976,"about_ca_system_score_codex":0.0047415756,"about_ca_system_score_gemma":0.0075243027,"threshold_uncertainty_score":0.12973994},"labels":[],"label_agreement":null},{"id":"W1487529579","doi":"10.15353/joci.v9i3.3154","title":"Community Innovation and Community Informatics","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Data science; Computer science; Political science","score_opus":0.04890235374410234,"score_gpt":0.25860508251998304,"score_spread":0.2097027287758807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1487529579","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000098921235,0.0025941934,0.000088528446,0.03622368,0.9590557,0.000014385647,0.000020458221,0.000020615373,0.0018834933],"genre_scores_gemma":[0.0014875719,0.0015641622,0.000052587173,0.011855999,0.9806354,0.000015832054,0.000010959214,0.000014745407,0.004362768],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99458295,0.0009966413,0.00045097273,0.0008359925,0.0025680978,0.00056536443],"domain_scores_gemma":[0.9602388,0.019830989,0.0017099691,0.0014211315,0.011274167,0.005524925],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008125624,0.0023811564,0.0020698505,0.0042893686,0.0037000566,0.010746659,0.0028035801,0.014959271,0.011684003],"category_scores_gemma":[0.03238224,0.0007504273,0.0017862074,0.0013377125,0.0044973805,0.0040646093,0.0023515609,0.01669598,0.003801835],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030041589,0.000022556444,0.000056611036,0.0001834789,0.00001694694,0.00017059941,0.000045423483,0.000022680842,0.00003960977,0.0018024293,0.9923494,0.005260164],"study_design_scores_gemma":[0.0000727285,0.00004160152,0.0004617056,0.00058068667,0.000046958972,0.00024611573,0.00016539352,0.00022274732,0.00014183144,0.0028743953,0.99512815,0.000017670025],"about_ca_topic_score_codex":0.0008971987,"about_ca_topic_score_gemma":0.0019536372,"teacher_disagreement_score":0.014959271,"about_ca_system_score_codex":0.002717529,"about_ca_system_score_gemma":0.0024276448,"threshold_uncertainty_score":0.042972863},"labels":[],"label_agreement":null},{"id":"W1487638387","doi":"10.15353/joci.v3i1.2382","title":"Beyond Users to Communities – Designing Systems As Though Communities Matter - An Introduction to the Special Issue","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental ethics; Environmental resource management; Environmental planning; Geography; Environmental science","score_opus":0.03521996704470847,"score_gpt":0.2672170388053095,"score_spread":0.23199707176060103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1487638387","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027604082,0.20642449,0.21151558,0.17014836,0.22001559,0.00040298732,0.00028777527,0.000833909,0.18761104],"genre_scores_gemma":[0.07010772,0.2020124,0.10973715,0.05763702,0.31831342,0.0013348233,0.0008060988,0.0015767592,0.23847464],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960018,0.0015797465,0.00035516225,0.0005482418,0.0012858139,0.00022927149],"domain_scores_gemma":[0.9936692,0.0043403106,0.00018312206,0.00038487744,0.0008362215,0.0005862871],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003133483,0.0014197383,0.0016857048,0.0019788917,0.003500548,0.008369124,0.001943754,0.0070213834,0.016818896],"category_scores_gemma":[0.0057363296,0.0011815277,0.0015253854,0.002457966,0.00767801,0.01952932,0.004603898,0.0105285095,0.0046136784],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017460949,0.0000785439,0.00027040887,0.00068850565,0.00002464416,0.00023327414,0.0024896937,0.00050533656,0.0007629819,0.5313016,0.35641235,0.10721522],"study_design_scores_gemma":[0.000005599674,0.000047334546,0.00032219535,0.00039043181,0.0000094456345,0.00033304028,0.00058056647,0.000692122,0.00016139231,0.13796161,0.8594615,0.00003473995],"about_ca_topic_score_codex":0.001684949,"about_ca_topic_score_gemma":0.0031317587,"teacher_disagreement_score":0.016818896,"about_ca_system_score_codex":0.0022230663,"about_ca_system_score_gemma":0.0020542764,"threshold_uncertainty_score":0.056264877},"labels":[],"label_agreement":null},{"id":"W1487942839","doi":"10.15353/joci.v8i2.3044","title":"Collecting data in Chennai City and the limits of openness","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Openness to experience; Government (linguistics); Open data; Public relations; Data science; Internet privacy; Computer science; World Wide Web; Political science; Psychology","score_opus":0.226045677148639,"score_gpt":0.37149055036529394,"score_spread":0.14544487321665495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1487942839","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9252229,0.0012826978,0.0056522577,0.03749391,0.000091044676,0.0002803823,0.00018606904,0.00010774325,0.02968302],"genre_scores_gemma":[0.9948807,0.00039772794,0.0018302246,0.0013128015,0.00001944291,0.00016465184,0.00004577591,0.00003447349,0.0013142527],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9178135,0.06046564,0.0030249506,0.0044302926,0.00886334,0.005402345],"domain_scores_gemma":[0.8723196,0.09122106,0.0070175007,0.013045922,0.008427239,0.007968776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04030709,0.00047383463,0.00072482816,0.0018926169,0.029034749,0.02029539,0.0031020509,0.0027876918,0.0023481203],"category_scores_gemma":[0.07242779,0.0011810821,0.00054265314,0.0041696266,0.038036454,0.00954426,0.026850548,0.0046594404,0.00030413884],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000045579585,0.000020827614,0.008518348,0.00014371629,0.000013836655,0.000662425,0.9707219,0.00010809444,0.0006502761,0.010523869,0.0009657876,0.0076252935],"study_design_scores_gemma":[0.000017115843,0.00005140169,0.010138399,0.00040290572,0.000015896356,0.0003034955,0.9359754,0.00030905227,0.0005176995,0.007818129,0.04437202,0.000078573255],"about_ca_topic_score_codex":0.20371439,"about_ca_topic_score_gemma":0.1866749,"teacher_disagreement_score":0.20371439,"about_ca_system_score_codex":0.018241713,"about_ca_system_score_gemma":0.027750712,"threshold_uncertainty_score":0.40505725},"labels":[],"label_agreement":null},{"id":"W1488190358","doi":"10.15353/joci.v9i1.3185","title":"Perception of Farmers and Extension and Research Personnel Regarding Use and Effectiveness of Sources of Agricultural Information in Sindh Province of Pakistan","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Agriculture; Agricultural extension; Dissemination; Business; Perception; Agricultural machinery; Information Dissemination; Mass media; Agricultural communication; Marketing; Agricultural economics; Agricultural science; Psychology; Engineering; Computer science; Geography; Advertising; Telecommunications; Economics; Environmental science","score_opus":0.07660431426021184,"score_gpt":0.3207013676681331,"score_spread":0.24409705340792126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1488190358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99833655,0.00004985699,0.000041438594,0.00021987049,0.0000036925433,0.00001249176,0.000037106936,0.0000014981257,0.0012974971],"genre_scores_gemma":[0.99921966,0.00020380752,0.00006642964,0.00007518002,0.000004597049,0.000008504834,0.000022448961,6.746031e-7,0.0003987031],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989526,0.00031757847,0.000085482345,0.00006303709,0.0002908486,0.00029048073],"domain_scores_gemma":[0.99583024,0.0013486808,0.0013431583,0.000095694086,0.0006398839,0.0007424808],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013886013,0.00017810361,0.00018559382,0.00075978716,0.0016452373,0.0011719005,0.00021032261,0.00040100425,0.0029548248],"category_scores_gemma":[0.004763121,0.00019114111,0.00012291918,0.0009099413,0.00088757527,0.00060205965,0.0005227674,0.00035851492,0.00027255787],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017131527,0.00036409686,0.8624048,0.00023943487,0.000029168137,0.0020614148,0.10307839,0.00021393385,0.0035735846,0.00037618424,0.0010752593,0.026412439],"study_design_scores_gemma":[0.00001548841,0.0006107862,0.63177085,0.000119341916,0.000021569496,0.0009415543,0.36122566,0.0002607412,0.00051600987,0.00012576669,0.004351501,0.000040627478],"about_ca_topic_score_codex":0.022709427,"about_ca_topic_score_gemma":0.018010862,"teacher_disagreement_score":0.022709427,"about_ca_system_score_codex":0.00080033863,"about_ca_system_score_gemma":0.00151998,"threshold_uncertainty_score":0.045154512},"labels":[],"label_agreement":null},{"id":"W1488361913","doi":"10.15353/joci.v8i1.3069","title":"Ageing, Vision Impairment and Digital Inclusion in Ireland","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Digital inclusion; Visual impairment; Population ageing; Digital divide; Ageing; Gerontology; Inclusion (mineral); Competence (human resources); Older people; Population; Psychology; Medicine; Computer science; The Internet; Social psychology; Environmental health; Psychiatry; World Wide Web","score_opus":0.01632083889861729,"score_gpt":0.3014583302518698,"score_spread":0.2851374913532525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1488361913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96731144,0.002215147,0.00007392778,0.006915426,0.00010201635,0.000046997946,0.00017787743,0.00000968205,0.023147352],"genre_scores_gemma":[0.99657553,0.000977972,0.00005020049,0.00041885427,0.000020789228,0.00001521579,0.00005143367,0.0000020123043,0.0018879925],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99845624,0.00043426247,0.00016905498,0.00007966097,0.0003663838,0.00049441564],"domain_scores_gemma":[0.9976689,0.00023351819,0.0006589036,0.00006798489,0.00049103465,0.0008796494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018269105,0.00010486008,0.00026762695,0.001181816,0.0014903871,0.0020362553,0.00040254125,0.0005204379,0.0024978467],"category_scores_gemma":[0.005351354,0.00010404751,0.00037804476,0.001235575,0.0013337225,0.0011042036,0.002920674,0.0010280601,0.00024101278],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041999776,0.0007545406,0.79590267,0.00045312432,0.00006118655,0.0018321511,0.04029286,0.00019310197,0.00040183277,0.004137174,0.013239177,0.14231218],"study_design_scores_gemma":[0.000015468313,0.0002969542,0.93607414,0.0002895954,0.000025531725,0.0008435889,0.046768073,0.00012275568,0.000082769584,0.0006552757,0.014792038,0.000033805234],"about_ca_topic_score_codex":0.1591679,"about_ca_topic_score_gemma":0.17134948,"teacher_disagreement_score":0.1591679,"about_ca_system_score_codex":0.004589448,"about_ca_system_score_gemma":0.0064625097,"threshold_uncertainty_score":0.31648284},"labels":[],"label_agreement":null},{"id":"W1488371720","doi":"10.15353/joci.v10i2.2657","title":"An African Rural Internet Network, and its interactions with Academics","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Last mile (transportation); Business; The Internet; Rural area; Internet access; Service (business); Economic growth; Digital divide; Scarcity; Service provider; Universal service; Developing country; Marketing; Telecommunications; Economics; Political science; Geography; Engineering; Mile; Computer science","score_opus":0.024094355252738883,"score_gpt":0.2614405575771208,"score_spread":0.23734620232438192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1488371720","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45671993,0.0065631946,0.002313928,0.32517228,0.00087274896,0.00015634415,0.00021441087,0.00014711496,0.20784011],"genre_scores_gemma":[0.9171365,0.006248826,0.0016286129,0.008381271,0.00032571322,0.00010535235,0.00007861016,0.00003983351,0.066055425],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979898,0.0012383888,0.00004438835,0.0000883241,0.00017901168,0.00046005385],"domain_scores_gemma":[0.9947944,0.0015054524,0.00070158084,0.00015610986,0.0004432303,0.0023992017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033906808,0.00021180457,0.00015271518,0.001335074,0.012733698,0.00571151,0.0005781088,0.0015777212,0.011807505],"category_scores_gemma":[0.0065692887,0.00016455252,0.000071541166,0.0025785717,0.0026874165,0.0035697222,0.0045024324,0.0016511094,0.0008910631],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026009098,0.000474384,0.05185594,0.0005093682,0.000023400007,0.0049859853,0.2503259,0.0007647686,0.003415037,0.20289266,0.24500653,0.23948589],"study_design_scores_gemma":[0.000009550669,0.000069757705,0.010046404,0.00014076388,0.000005798627,0.00052688754,0.111882925,0.00033768525,0.00025084376,0.0043638963,0.87234914,0.000016376389],"about_ca_topic_score_codex":0.006467977,"about_ca_topic_score_gemma":0.013552794,"teacher_disagreement_score":0.012733698,"about_ca_system_score_codex":0.003422003,"about_ca_system_score_gemma":0.007229204,"threshold_uncertainty_score":0.039499998},"labels":[],"label_agreement":null},{"id":"W1488643514","doi":"10.15353/joci.v10i1.2671","title":"Community, Group and Individual: A Framework for Designing Community Technologies","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social capital; Community cohesion; Emerging technologies; Cohesion (chemistry); Knowledge management; Group cohesiveness; Community organization; Sociology; Public relations; Political science; Computer science; Psychology; Social science; Social psychology","score_opus":0.08596397617783495,"score_gpt":0.31860468995028585,"score_spread":0.23264071377245088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1488643514","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0058346796,0.0016589831,0.92573816,0.011375174,0.00041975512,0.001618957,0.0001130964,0.00037196363,0.05286919],"genre_scores_gemma":[0.14547923,0.0014336053,0.8391054,0.0013017833,0.00012285376,0.003946551,0.00017381061,0.00017810099,0.00825867],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98503494,0.01119592,0.000676234,0.0011246527,0.0013225544,0.0006456896],"domain_scores_gemma":[0.9925801,0.0039685215,0.00049745635,0.00074755884,0.0010574502,0.001148913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014838708,0.0017978289,0.000915104,0.005851891,0.0094741965,0.010619389,0.0042932723,0.005726219,0.006481925],"category_scores_gemma":[0.011882428,0.0010274006,0.0016871747,0.0034758383,0.024395496,0.019817917,0.009806756,0.004271476,0.0016515362],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000128342035,0.00005023438,0.0005934773,0.00033741482,0.000017137087,0.0002668102,0.019280015,0.0017462799,0.0003416019,0.9529085,0.0035826708,0.020863075],"study_design_scores_gemma":[0.000043993903,0.00010702846,0.0004671364,0.0008680325,0.000050245435,0.00062701706,0.021597458,0.0081065195,0.000629328,0.6303976,0.33703122,0.0000743524],"about_ca_topic_score_codex":0.008689259,"about_ca_topic_score_gemma":0.010465525,"teacher_disagreement_score":0.014838708,"about_ca_system_score_codex":0.0056171194,"about_ca_system_score_gemma":0.00864377,"threshold_uncertainty_score":0.078475535},"labels":[],"label_agreement":null},{"id":"W1488657470","doi":"10.15353/joci.v10i3.3451","title":"ICT-Mediated Adaptive Capacity of Environmental Third Sector in Australia","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Nonprofit Sector and Volunteering","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; ICTS; Business; Adaptive capacity; Early adopter; Plan (archaeology); Knowledge management; Environmental resource management; Environmental planning; Marketing; Geography; Climate change; Political science; Economics; Computer science; Ecology","score_opus":0.06417621093624391,"score_gpt":0.2921200275369384,"score_spread":0.22794381660069446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1488657470","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846163,0.00008346118,0.0002898057,0.00079346885,0.0000046662913,0.000012815602,0.000004339841,0.000004060471,0.014190999],"genre_scores_gemma":[0.9991374,0.00004061644,0.0000738934,0.000040566152,9.013076e-7,0.000003601536,0.0000015202771,0.0000013688414,0.00070016336],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99843293,0.0009228425,0.00003443601,0.00011630968,0.00020775454,0.00028568215],"domain_scores_gemma":[0.99547195,0.0014751873,0.000675645,0.00029146476,0.00063677964,0.0014489617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018401545,0.0001139797,0.00017527732,0.0007506901,0.0020862045,0.0024223835,0.0004107728,0.0003841148,0.002903739],"category_scores_gemma":[0.0061667114,0.00013962302,0.00009652636,0.00051867287,0.0038919009,0.0013852378,0.0049682595,0.00070333335,0.0001393509],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001193664,0.00041838575,0.20813805,0.00018050244,0.000043728356,0.0011644898,0.66517556,0.00083837437,0.0058548255,0.029295439,0.0016577562,0.08711349],"study_design_scores_gemma":[0.000017446791,0.00021985774,0.5813824,0.00024559296,0.000025131094,0.00034510618,0.3661738,0.0024991827,0.0010669588,0.013827474,0.034147102,0.00005000351],"about_ca_topic_score_codex":0.043359492,"about_ca_topic_score_gemma":0.05653267,"teacher_disagreement_score":0.043359492,"about_ca_system_score_codex":0.0025948565,"about_ca_system_score_gemma":0.003116365,"threshold_uncertainty_score":0.086214244},"labels":[],"label_agreement":null},{"id":"W1488905863","doi":"10.15353/joci.v9i1.3183","title":"Fostering cooperative community behavior with IT tools: the influence of a designed deliberative space on efforts to address collective challenges","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Deliberation; Public relations; Government (linguistics); Social dilemma; Dilemma; Space (punctuation); Work (physics); Political science; Sociology; Social psychology; Psychology; Engineering; Computer science; Politics","score_opus":0.09063545444808017,"score_gpt":0.2871103655532179,"score_spread":0.1964749111051377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1488905863","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9789332,0.000053263477,0.008829142,0.00019469578,0.0000191105,0.00013267086,0.0000125724755,0.00013773645,0.011687502],"genre_scores_gemma":[0.99520206,0.0000221751,0.004219405,0.00003662295,0.000003888399,0.00010674534,0.000008823152,0.000018732684,0.00038157683],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99027133,0.008108181,0.00023251462,0.0004994315,0.00044353583,0.00044506672],"domain_scores_gemma":[0.95133895,0.039798077,0.0030036522,0.0030471147,0.0010007368,0.001811542],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005744443,0.00062880764,0.0003332794,0.00078329357,0.0016318114,0.003496512,0.000787089,0.00086398894,0.0035653538],"category_scores_gemma":[0.034022603,0.00028438098,0.00036101483,0.00046102077,0.0027510056,0.0026646445,0.0036882332,0.00065784325,0.00032449185],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0065763746,0.009483197,0.18839069,0.003702781,0.0006250985,0.0038933845,0.18847552,0.050384223,0.16150148,0.052882873,0.0035959997,0.33048844],"study_design_scores_gemma":[0.0027120525,0.022982532,0.31489632,0.0016711245,0.0013285644,0.0023214733,0.2270103,0.13637654,0.10289504,0.08285782,0.10423045,0.00071777886],"about_ca_topic_score_codex":0.0007786497,"about_ca_topic_score_gemma":0.0007173845,"teacher_disagreement_score":0.005744443,"about_ca_system_score_codex":0.0005853734,"about_ca_system_score_gemma":0.0009672711,"threshold_uncertainty_score":0.030379891},"labels":[],"label_agreement":null},{"id":"W1489273850","doi":"10.15353/joci.v1i2.2054","title":"Community Wireless Networking and Open Spectrum Usage: a Research Agenda to Support Progressive Policy Reform of the Public Airwaves","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Spectrum (functional analysis); Wireless; Open research; Public relations; Public administration; Telecommunications; Business; Political science; Computer science; World Wide Web","score_opus":0.10753843703928655,"score_gpt":0.3777394865230902,"score_spread":0.27020104948380363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1489273850","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018581882,0.008825662,0.008503459,0.8430618,0.0017038167,0.00012017329,0.00007296967,0.000045075598,0.11908504],"genre_scores_gemma":[0.89805925,0.01815951,0.007001018,0.054084424,0.005497091,0.0004197215,0.00009967634,0.00003689168,0.01664244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98915863,0.005461587,0.00021956743,0.00060169277,0.0022656803,0.0022928927],"domain_scores_gemma":[0.9247501,0.049962867,0.0052394876,0.0018907926,0.009438456,0.008718288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017091885,0.00060014817,0.0009232954,0.0026233043,0.005897207,0.01625717,0.003027134,0.021396557,0.014934433],"category_scores_gemma":[0.058935337,0.00045696166,0.00064586435,0.0029657672,0.015467255,0.018831892,0.007387043,0.011399446,0.00059558725],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040777657,0.0003910476,0.0013579325,0.00019701428,0.000017608372,0.00007431615,0.0013035112,0.0014968694,0.00012956554,0.9493505,0.022226153,0.023414765],"study_design_scores_gemma":[0.00012634839,0.00009249611,0.002686281,0.0010944285,0.000049044273,0.000058899055,0.011057506,0.004588613,0.0004590698,0.87884986,0.10087501,0.00006243363],"about_ca_topic_score_codex":0.025470622,"about_ca_topic_score_gemma":0.028193988,"teacher_disagreement_score":0.025470622,"about_ca_system_score_codex":0.010584062,"about_ca_system_score_gemma":0.04797049,"threshold_uncertainty_score":0.090391636},"labels":[],"label_agreement":null},{"id":"W1491433259","doi":"10.15353/joci.v4i1.2963","title":"Is There A Wireless Community Informatics?","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Wireless; Health informatics; Computer science; Telecommunications; Medicine; Nursing; Engineering; Public health; Electrical engineering","score_opus":0.07979459749414078,"score_gpt":0.2872692568410906,"score_spread":0.20747465934694984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491433259","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0582532,0.0102095315,0.017399285,0.8297277,0.004829887,0.00008076551,0.00018384642,0.00014458993,0.079171084],"genre_scores_gemma":[0.91481227,0.014179452,0.0070688636,0.04614905,0.008077066,0.00020985297,0.00016953425,0.00007516468,0.009258809],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962134,0.0014783063,0.00016576317,0.000397008,0.00076630566,0.000979209],"domain_scores_gemma":[0.9717415,0.01147796,0.003296653,0.0015574038,0.004237686,0.0076887426],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066764913,0.00035406384,0.0006872012,0.0023307763,0.0047057047,0.009682403,0.001733721,0.006338438,0.015799843],"category_scores_gemma":[0.032877002,0.0004397987,0.00076635013,0.002772318,0.012832552,0.023071948,0.0047467607,0.005790345,0.0025478012],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025739963,0.00086620636,0.039886374,0.0008060061,0.0001248372,0.0010295524,0.0076140473,0.00046324846,0.0007205388,0.6140623,0.056546275,0.27762324],"study_design_scores_gemma":[0.0000854362,0.00019289604,0.021810343,0.001572478,0.00013091206,0.0017843348,0.05302165,0.0018382125,0.0005506258,0.6698902,0.24898323,0.0001395669],"about_ca_topic_score_codex":0.0039057825,"about_ca_topic_score_gemma":0.003695396,"teacher_disagreement_score":0.015799843,"about_ca_system_score_codex":0.0023387903,"about_ca_system_score_gemma":0.0065083965,"threshold_uncertainty_score":0.05285579},"labels":[],"label_agreement":null},{"id":"W1491885367","doi":"10.15353/joci.v10i1.2666","title":"Local e-Government in Sweden - Municipal Contact Center implementation with focus on Citizens and Public Administrators","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Municipal services; Local government; Government (linguistics); Public administration; Work (physics); Public relations; Business; Service (business); Public service; Center (category theory); Focus group; Political science; Marketing; Engineering; Geography","score_opus":0.03991471525467584,"score_gpt":0.31945715303377703,"score_spread":0.2795424377791012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491885367","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99564856,0.000092166854,0.00006776845,0.00036777332,0.0000068237437,0.000030618023,0.00001176078,0.0000087901735,0.0037657581],"genre_scores_gemma":[0.9987393,0.00007069542,0.00008822462,0.00005443017,0.0000027122119,0.000024249232,0.0000145503645,0.0000025475326,0.0010033206],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9919703,0.005370465,0.00020491506,0.0003281408,0.00054757716,0.0015784606],"domain_scores_gemma":[0.9930482,0.0031696707,0.0007940002,0.0003578276,0.00093172066,0.0016985128],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056584408,0.00020597049,0.0003578719,0.0012225314,0.0050426787,0.0047201766,0.0008437712,0.0011740056,0.0050901063],"category_scores_gemma":[0.0066028917,0.00026526343,0.0002797836,0.0017322361,0.0026779058,0.0015848593,0.0053655957,0.0009765313,0.00039282028],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006144221,0.00328243,0.243364,0.0006384416,0.00009077066,0.005991793,0.63031954,0.0009202542,0.0025968787,0.01025555,0.004126437,0.09779944],"study_design_scores_gemma":[0.00003173509,0.00061967503,0.09264846,0.0001571733,0.000030512994,0.0002731618,0.8905278,0.0003070699,0.00083430536,0.00033485598,0.014213942,0.00002136553],"about_ca_topic_score_codex":0.01743809,"about_ca_topic_score_gemma":0.03378905,"teacher_disagreement_score":0.01743809,"about_ca_system_score_codex":0.007750119,"about_ca_system_score_gemma":0.007439822,"threshold_uncertainty_score":0.05623132},"labels":[],"label_agreement":null},{"id":"W1493386230","doi":"10.15353/joci.v9i3.3156","title":"Are the Users Driving, and How Open is Open? Experiences from Living Lab and User Driven Innovation projects","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Living lab; Open innovation; Order (exchange); Knowledge management; Assisted living; Open source; Engineering; Business; Engineering management; Computer science; Human–computer interaction; Software","score_opus":0.06549772947014881,"score_gpt":0.2779780312732224,"score_spread":0.2124803018030736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493386230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97033006,0.0007429174,0.0041689035,0.0026640375,0.00009126957,0.000100104546,0.0000322752,0.00005862554,0.021811811],"genre_scores_gemma":[0.99466246,0.0004432624,0.000991807,0.00050018454,0.000035850484,0.00009528817,0.000021804452,0.000050627874,0.0031988819],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9712161,0.023152852,0.00043361355,0.0009944842,0.0020641969,0.0021387676],"domain_scores_gemma":[0.9698678,0.021203408,0.0012883137,0.00086736184,0.001358852,0.0054142126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015719306,0.00065902335,0.00060325296,0.0015124638,0.014114457,0.011736695,0.0021609026,0.0034813657,0.0037492283],"category_scores_gemma":[0.02993606,0.0005949354,0.0005066412,0.0013435691,0.018475179,0.010894211,0.012894179,0.0039807856,0.0007203288],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038311555,0.0001472927,0.0026228644,0.000077870405,0.00000713236,0.00087743514,0.98282754,0.00006535843,0.0005260638,0.003711733,0.0009151266,0.008183248],"study_design_scores_gemma":[0.00001664332,0.00017620818,0.0015674478,0.000120679644,0.000010268878,0.0008328067,0.9611508,0.00023272727,0.00057977735,0.0022631516,0.032997984,0.00005147731],"about_ca_topic_score_codex":0.0020504664,"about_ca_topic_score_gemma":0.002868982,"teacher_disagreement_score":0.015719306,"about_ca_system_score_codex":0.001593504,"about_ca_system_score_gemma":0.0019255255,"threshold_uncertainty_score":0.083132625},"labels":[],"label_agreement":null},{"id":"W1493996439","doi":"10.15353/joci.v8i1.3053","title":"What Seniors Value About Online Community","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Value (mathematics); Online community; Value systems; Key (lock); Sociology; Psychology; Knowledge management; Public relations; Computer science; World Wide Web; Social science; Political science","score_opus":0.04471609807226958,"score_gpt":0.3376071909575362,"score_spread":0.29289109288526666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493996439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9658174,0.000533362,0.0006101417,0.006573823,0.00009679629,0.000025031939,0.00008144266,0.000013728633,0.02624819],"genre_scores_gemma":[0.9980773,0.00025098116,0.00019166908,0.00043898306,0.0000276273,0.0000046786536,0.000026536703,0.0000037200055,0.0009784949],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9974172,0.0011568448,0.00013170665,0.00013337383,0.0007732853,0.00038753176],"domain_scores_gemma":[0.9888575,0.002245145,0.0019308336,0.0003944298,0.0021330707,0.0044389647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034448153,0.00022157667,0.00024866668,0.0012825399,0.0023489268,0.0046097846,0.00035919397,0.0009282708,0.0029323394],"category_scores_gemma":[0.017326087,0.00013754993,0.00021672252,0.00077180826,0.002114367,0.0035053822,0.0025114636,0.001054999,0.0003263726],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017228587,0.0003327542,0.34560972,0.00029779063,0.00011910733,0.00083405065,0.44311586,0.000111913505,0.0016955847,0.0113824885,0.012602704,0.18372566],"study_design_scores_gemma":[0.000038218248,0.00039528322,0.18324222,0.0004996443,0.00012099307,0.0013506038,0.7462234,0.00043478666,0.00052961014,0.010120979,0.056971673,0.000072737384],"about_ca_topic_score_codex":0.004584732,"about_ca_topic_score_gemma":0.0097850915,"teacher_disagreement_score":0.0046097846,"about_ca_system_score_codex":0.0015754034,"about_ca_system_score_gemma":0.0015223817,"threshold_uncertainty_score":0.01821816},"labels":[],"label_agreement":null},{"id":"W1494303541","doi":"10.15353/joci.v7i3.2596","title":"Introduction to the Special Issue: Research in Action for Community Informatics: A Matter for Conversation","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Conversation; Action (physics); Argument (complex analysis); Action research; Computer science; Process (computing); ICTS; Informatics; Engineering ethics; Sociology; Political science; Information and Communications Technology; Communication; World Wide Web; Engineering; Pedagogy; Medicine","score_opus":0.17206781074753974,"score_gpt":0.3622054883926913,"score_spread":0.19013767764515155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1494303541","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028387,0.035622653,0.00809882,0.09880051,0.8206481,0.00020141045,0.00033706267,0.00030656383,0.03570099],"genre_scores_gemma":[0.003248818,0.027618522,0.0034131617,0.055587035,0.8602669,0.00035567099,0.0005800057,0.0005227177,0.0484071],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950877,0.0014999546,0.00066093105,0.00075105875,0.0015806104,0.00041966667],"domain_scores_gemma":[0.97438645,0.015841989,0.0011636486,0.0012435076,0.004225352,0.0031389762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050482703,0.0022092892,0.003320305,0.0042787124,0.0036572046,0.011301935,0.003117346,0.0096045025,0.046844743],"category_scores_gemma":[0.018735368,0.00088204973,0.0019143469,0.0029470285,0.004209939,0.009513234,0.0062772036,0.017501341,0.024623415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021651393,0.000040194787,0.000077075834,0.00032033047,0.0000083550085,0.000081074526,0.00020280824,0.00007280655,0.00019924343,0.010754622,0.96300906,0.025212836],"study_design_scores_gemma":[0.0000065013005,0.00003543395,0.00027376864,0.0003680516,0.0000058515247,0.00018180729,0.00014563417,0.00012269804,0.00003886914,0.0058662375,0.9929382,0.000016934888],"about_ca_topic_score_codex":0.0017260975,"about_ca_topic_score_gemma":0.0027633524,"teacher_disagreement_score":0.046844743,"about_ca_system_score_codex":0.0033398422,"about_ca_system_score_gemma":0.0032984023,"threshold_uncertainty_score":0.15671128},"labels":[],"label_agreement":null},{"id":"W1495648341","doi":"10.15353/joci.v8i3.3026","title":"Glocality: Thinking about Community Informatics and the Local in the Global and the Global in the Local.","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Local community; Political science; Regional science; Sociology","score_opus":0.03088317099442975,"score_gpt":0.28388926424904265,"score_spread":0.2530060932546129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1495648341","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000043526186,0.01429706,0.00021981339,0.17911749,0.8045224,0.000011077842,0.000016112155,0.00002988779,0.0017426498],"genre_scores_gemma":[0.0014323904,0.007893324,0.00017971914,0.055991173,0.9284879,0.000023258039,0.00002184326,0.000040565406,0.0059297904],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9920893,0.002430535,0.00070137525,0.0008799625,0.0032522664,0.00064656994],"domain_scores_gemma":[0.95607185,0.028224204,0.0014579596,0.0008846625,0.00830922,0.0050521735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010099498,0.0025461304,0.0029678547,0.0029267862,0.0058148135,0.014780469,0.005074817,0.024110038,0.00869465],"category_scores_gemma":[0.038679983,0.00094641314,0.0021447132,0.0017910753,0.010416466,0.0155693535,0.0038311037,0.03612795,0.003494934],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014577953,0.0000057557836,0.000020340782,0.00013694269,0.0000074157283,0.00005531049,0.00011221185,0.000012522477,0.000018278624,0.0032962472,0.99311113,0.0032092289],"study_design_scores_gemma":[0.00003634232,0.000030811487,0.00028155185,0.0007561792,0.000028596613,0.00021595339,0.0005695135,0.00014800746,0.000064866574,0.011946809,0.9858935,0.000027851764],"about_ca_topic_score_codex":0.0035953205,"about_ca_topic_score_gemma":0.00944627,"teacher_disagreement_score":0.024110038,"about_ca_system_score_codex":0.0042018187,"about_ca_system_score_gemma":0.005083475,"threshold_uncertainty_score":0.0534119},"labels":[],"label_agreement":null},{"id":"W1495840941","doi":"10.15353/joci.v9i1.3190","title":"Local democratic values and e-government: barrier or promoter? A case study of a multicultural Swedish municipality","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Democracy; Facilitator; Multiculturalism; Local government; Public administration; Political science; Government (linguistics); Public service; Sociology; Politics; Law","score_opus":0.043780132681202906,"score_gpt":0.32151852791053026,"score_spread":0.27773839522932736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1495840941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936359,0.00016213751,0.00031254522,0.00083535584,0.000007929343,0.000030036132,0.000013935181,0.0000047814697,0.0049974103],"genre_scores_gemma":[0.99793303,0.00017112939,0.00033309567,0.0000986204,0.0000037521702,0.00002229932,0.000010603642,0.000005140042,0.0014222711],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99487334,0.0037088583,0.00012012506,0.0002058223,0.0003077792,0.0007840511],"domain_scores_gemma":[0.9963437,0.0018259628,0.0004777523,0.00023641106,0.00037380648,0.00074247905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031886827,0.00039823816,0.00058193825,0.0015607583,0.0238798,0.005143121,0.0014006223,0.0020736232,0.0039507095],"category_scores_gemma":[0.006198328,0.00039227115,0.00042188304,0.0030731163,0.007837592,0.0024107033,0.0055776373,0.0020696782,0.00039520563],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013210245,0.0006710968,0.05729741,0.0003018807,0.000033785163,0.034600217,0.8678459,0.00072185596,0.00090256135,0.015497958,0.0016996482,0.020295609],"study_design_scores_gemma":[0.00000863003,0.00009712923,0.008814488,0.00009598364,0.000015042845,0.0014635221,0.97697157,0.0002629775,0.00017782208,0.000813738,0.011262344,0.000016794074],"about_ca_topic_score_codex":0.07993299,"about_ca_topic_score_gemma":0.19705239,"teacher_disagreement_score":0.07993299,"about_ca_system_score_codex":0.008453306,"about_ca_system_score_gemma":0.0055402117,"threshold_uncertainty_score":0.15893543},"labels":[],"label_agreement":null},{"id":"W1495952923","doi":"10.15353/joci.v9i1.3188","title":"Outcome of Applying Evidence-Based Design to Public Computing Centers: A Preliminary Study","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Metropolitan area; Perception; Outcome (game theory); Computer science; Psychology; Economics; Geography","score_opus":0.22051562466333804,"score_gpt":0.3285709795926801,"score_spread":0.10805535492934207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1495952923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91971004,0.0011926331,0.008358387,0.0026023516,0.0001289751,0.057207774,0.0008097087,0.00006182017,0.009928231],"genre_scores_gemma":[0.9435979,0.0005759679,0.020029383,0.0009185631,0.000044833774,0.033819906,0.0001839386,0.000015445085,0.0008140917],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.6797653,0.27443296,0.023661794,0.0036178227,0.0134015195,0.005120656],"domain_scores_gemma":[0.4121937,0.46224186,0.046589,0.018991712,0.053387243,0.0065965443],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.30948362,0.0010670034,0.002099014,0.0036307715,0.002970908,0.0049942145,0.0021642046,0.0043191994,0.005246489],"category_scores_gemma":[0.4651963,0.0012024221,0.0030501625,0.00413065,0.0038166146,0.0040874197,0.0053516356,0.0030985344,0.00067737076],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.047538113,0.08713214,0.24970105,0.031536482,0.0035972963,0.0016195207,0.14737917,0.0060300054,0.003337219,0.011673386,0.0039061913,0.40654942],"study_design_scores_gemma":[0.035430208,0.3850663,0.36554223,0.018279811,0.006102609,0.00064187986,0.12617221,0.008406238,0.010544718,0.01336533,0.029889505,0.0005589024],"about_ca_topic_score_codex":0.002812308,"about_ca_topic_score_gemma":0.0035829588,"teacher_disagreement_score":0.30948362,"about_ca_system_score_codex":0.009905019,"about_ca_system_score_gemma":0.022928586,"threshold_uncertainty_score":0.85152966},"labels":[],"label_agreement":null},{"id":"W1497152477","doi":"10.15353/joci.v1i1.2064","title":"Local Learnings: An Essay on Designing to Facilitate Effective Use of ICT s","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Conversation; Ethnography; ICTS; Work (physics); Sociology; Digital divide; Public relations; Frame (networking); Business; Knowledge management; Political science; Computer science; Telecommunications; Engineering; World Wide Web","score_opus":0.06250516095300375,"score_gpt":0.2619824003452509,"score_spread":0.19947723939224715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1497152477","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035631288,0.03585482,0.09746885,0.19364569,0.0050572734,0.00046546306,0.00012899686,0.0019682725,0.6297794],"genre_scores_gemma":[0.64481103,0.02430506,0.046589185,0.018802302,0.0018583896,0.0011224193,0.00013364118,0.0011693413,0.26120856],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9933668,0.005469637,0.00014774043,0.00028157962,0.0004864849,0.0002476939],"domain_scores_gemma":[0.99356633,0.0046710866,0.00030611988,0.00043222573,0.00052313856,0.00050096744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0070746364,0.0010377765,0.00051498215,0.00090648147,0.007127217,0.005382653,0.0014067341,0.0026942245,0.0074604033],"category_scores_gemma":[0.011417957,0.00054180785,0.0003896809,0.0009359171,0.011145049,0.00888131,0.004372347,0.0039493423,0.002807123],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004422409,0.00022971211,0.0009403971,0.0008300083,0.000015188394,0.00062761514,0.27690318,0.0010485741,0.0010555064,0.34522066,0.22336477,0.14972019],"study_design_scores_gemma":[0.000010753566,0.00010081104,0.00043564886,0.00078560587,0.000009016812,0.00022363006,0.066873014,0.00047493525,0.00047113857,0.022890218,0.9077033,0.000021882988],"about_ca_topic_score_codex":0.0034987126,"about_ca_topic_score_gemma":0.005674604,"teacher_disagreement_score":0.0074604033,"about_ca_system_score_codex":0.005236456,"about_ca_system_score_gemma":0.0039603943,"threshold_uncertainty_score":0.03799337},"labels":[],"label_agreement":null},{"id":"W1497546529","doi":"10.15353/joci.v6i3.2537","title":"Using Collaboration Patterns for Contextualizing Roles in Community Systems Design","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Conversation; Workflow; Fragmentation (computing); Computer science; Context (archaeology); Domain (mathematical analysis); Knowledge management; Human–computer interaction; World Wide Web; Sociology; Communication; Geography; Database","score_opus":0.12035000013043365,"score_gpt":0.3085126379666521,"score_spread":0.18816263783621848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1497546529","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021854647,0.0001744317,0.9726345,0.0007547601,0.000051218456,0.00034288075,0.00009335339,0.00028973818,0.003804509],"genre_scores_gemma":[0.1860886,0.0001764473,0.8116566,0.000105752595,0.00001583433,0.00073141867,0.00016345606,0.00009344273,0.00096849643],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98868304,0.007448568,0.00096455816,0.0012465714,0.0012633362,0.00039390672],"domain_scores_gemma":[0.9853457,0.008768176,0.0013641404,0.0025015837,0.0014110393,0.00060931785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009561418,0.0011496405,0.0006666496,0.003137124,0.0029435097,0.004253397,0.0019125065,0.0020651193,0.0021965934],"category_scores_gemma":[0.021139942,0.0012183238,0.0015361974,0.0023615146,0.0061838287,0.008699879,0.004916551,0.0022392706,0.00041659616],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023411495,0.00022403112,0.00952799,0.00088021485,0.00015562629,0.0009824119,0.0386081,0.04996388,0.008713628,0.75121737,0.0025223747,0.1369702],"study_design_scores_gemma":[0.000190042,0.00038367615,0.0025271832,0.0009150363,0.0002594849,0.0013778496,0.014345568,0.24358618,0.012613714,0.61553216,0.108046226,0.00022280618],"about_ca_topic_score_codex":0.0051165153,"about_ca_topic_score_gemma":0.009290984,"teacher_disagreement_score":0.009561418,"about_ca_system_score_codex":0.0022708273,"about_ca_system_score_gemma":0.0031882478,"threshold_uncertainty_score":0.050566196},"labels":[],"label_agreement":null},{"id":"W1497948865","doi":"10.15353/joci.v11i1.2844","title":"Modeling Social Inclusion Systems","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Inclusion (mineral); Social sustainability; Sustainability science; Empowerment; Ontology; Social system; Engineering ethics; Knowledge management; Political science; Sociology; Management science; Public relations; Computer science; Social science; Engineering; Epistemology","score_opus":0.09293096734103128,"score_gpt":0.2796467993870652,"score_spread":0.18671583204603392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1497948865","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061901115,0.0012894283,0.74278235,0.0077191545,0.00032824854,0.0006524299,0.0013428855,0.0006654914,0.18331885],"genre_scores_gemma":[0.718273,0.0014610619,0.2464556,0.0004680503,0.00019282254,0.0010749528,0.0018669717,0.00021195051,0.02999566],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978967,0.0010209985,0.00012180872,0.0003685315,0.00038230742,0.00020960589],"domain_scores_gemma":[0.99739945,0.0014169036,0.00020943752,0.0003981408,0.00038379966,0.00019229957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029420503,0.00072321465,0.0005460945,0.0020810785,0.003136605,0.005772171,0.0019743952,0.0021474683,0.008096575],"category_scores_gemma":[0.006981158,0.00044176806,0.0018246736,0.0018670744,0.0033114152,0.006636311,0.005881699,0.0019089599,0.000960287],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008781311,0.000038296712,0.0009862465,0.000048978312,0.000019187302,0.00010323824,0.0013330037,0.03106976,0.00015074431,0.9587936,0.0012525073,0.006195674],"study_design_scores_gemma":[0.000015812073,0.00001956443,0.00029351178,0.00006826475,0.000022416165,0.00007224849,0.0011964367,0.1690859,0.00023422422,0.77621627,0.052757546,0.00001785067],"about_ca_topic_score_codex":0.013686968,"about_ca_topic_score_gemma":0.010614886,"teacher_disagreement_score":0.013686968,"about_ca_system_score_codex":0.0038062532,"about_ca_system_score_gemma":0.0026041104,"threshold_uncertainty_score":0.027616382},"labels":[],"label_agreement":null},{"id":"W1498064686","doi":"10.15353/joci.v8i1.3062","title":"Online Communities As A Resource In Older Adults’ Tourism","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Netnography; Tourism; Ethnography; Resource (disambiguation); Subject (documents); Gerontology; Psychology; Medical tourism; Sociology; Public relations; Advertising; Marketing; Business; Medicine; Geography; World Wide Web; Political science; Social media; Computer science","score_opus":0.03322127748944632,"score_gpt":0.24438792516247235,"score_spread":0.21116664767302604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1498064686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9954744,0.00044778764,0.000111043,0.00024082519,0.000013043194,0.000019199277,0.000031330947,0.0000035758019,0.0036586507],"genre_scores_gemma":[0.9989894,0.00021930518,0.00018095569,0.000044870176,0.000009165802,0.000009443868,0.00002391844,0.000001450838,0.00052152446],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9988759,0.0006837029,0.000065243396,0.00008105823,0.00014160998,0.0001524705],"domain_scores_gemma":[0.9974482,0.0010948578,0.00050631695,0.00010859687,0.00023602581,0.000606045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013301945,0.0001295783,0.00019392374,0.001540339,0.0022364873,0.0018519853,0.00032301064,0.0005048402,0.002341724],"category_scores_gemma":[0.0037551748,0.00014277398,0.00012726443,0.0010990865,0.000878599,0.0023545062,0.00294467,0.0002851719,0.00014275845],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016473298,0.00028095438,0.2219857,0.0003790924,0.000026599919,0.0019310816,0.6787148,0.00005729725,0.0009258735,0.0027546098,0.0025957408,0.09018353],"study_design_scores_gemma":[0.000014806159,0.00027006544,0.1762929,0.00028888404,0.00002943717,0.0012605187,0.7960607,0.00029267173,0.00019152857,0.0010321796,0.024242308,0.000024069557],"about_ca_topic_score_codex":0.0050392444,"about_ca_topic_score_gemma":0.014514011,"teacher_disagreement_score":0.0050392444,"about_ca_system_score_codex":0.0005943162,"about_ca_system_score_gemma":0.0009312109,"threshold_uncertainty_score":0.010019839},"labels":[],"label_agreement":null},{"id":"W1499153992","doi":"10.15353/joci.v10i1.2746","title":"Bridging the Digital Divide in Dunn County, Wisconsin: A Case Study of NPO use of ICT","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bridging (networking); Digital divide; Information and Communications Technology; Literacy; Bridge (graph theory); Publishing; Digital literacy; Public relations; Political science; Business; Sociology; Pedagogy; Medicine; Computer science","score_opus":0.09572320326803448,"score_gpt":0.31941138043545947,"score_spread":0.223688177167425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499153992","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99571264,0.00006129494,0.00014352034,0.0007840886,0.000007968452,0.000048776117,0.000034463777,0.0000034022796,0.0032039545],"genre_scores_gemma":[0.9958246,0.0004362385,0.0006510283,0.00047139468,0.000009642683,0.00008830259,0.000047552297,0.0000061722876,0.0024650309],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988285,0.00051557104,0.000050013834,0.000078887926,0.0001390299,0.00038793022],"domain_scores_gemma":[0.9983779,0.00065818534,0.00021626186,0.00007028103,0.00018808234,0.00048935023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013305658,0.00038826573,0.0002734749,0.0013804619,0.013556307,0.0024773097,0.0010005359,0.0013462777,0.0024052123],"category_scores_gemma":[0.003314366,0.00033260742,0.0002443982,0.0019713007,0.0028750382,0.0015734626,0.0031695853,0.0014498401,0.00021249028],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001402819,0.0016118723,0.20659202,0.00021255248,0.000048259128,0.028629784,0.70689166,0.0003947943,0.0025727425,0.004222737,0.0055523454,0.04313106],"study_design_scores_gemma":[0.0000055923333,0.000195046,0.035752565,0.000100013756,0.000019869964,0.0012444152,0.95002836,0.00019296182,0.00024631448,0.00028158043,0.011916517,0.000016722426],"about_ca_topic_score_codex":0.20785898,"about_ca_topic_score_gemma":0.5580984,"teacher_disagreement_score":0.20785898,"about_ca_system_score_codex":0.0047905794,"about_ca_system_score_gemma":0.006215001,"threshold_uncertainty_score":0.4132982},"labels":[],"label_agreement":null},{"id":"W1499202091","doi":"10.15353/joci.v10i2.2646","title":"The Ecology of Community Networking","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Last mile (transportation); Mile; Business; Telecommunications; Quality (philosophy); Marketing; Ecology; Geography; Engineering","score_opus":0.026995744044814706,"score_gpt":0.2564917330909525,"score_spread":0.22949598904613783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499202091","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03738744,0.010044036,0.033087116,0.067674495,0.0010788881,0.00013470258,0.00018623576,0.00015453392,0.85025257],"genre_scores_gemma":[0.9270311,0.007677734,0.0068914355,0.0064315326,0.0012129191,0.0003028691,0.000114528615,0.00013449506,0.0502034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9964384,0.0019581513,0.000044887125,0.00050418713,0.0005527483,0.0005016596],"domain_scores_gemma":[0.99521166,0.0021850453,0.0003521878,0.00058489206,0.00054762117,0.0011185936],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028336141,0.00036237185,0.00037812462,0.0025333553,0.007470445,0.010098973,0.0010534201,0.003151054,0.01209765],"category_scores_gemma":[0.006244454,0.00029188776,0.0002600074,0.0019103241,0.027701277,0.0103745535,0.0070636543,0.0025044766,0.0012727524],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070544756,0.000011090779,0.00031527402,0.00003464456,0.0000028673903,0.00005313009,0.0022627758,0.000278501,0.00005813464,0.980846,0.0053610974,0.010769429],"study_design_scores_gemma":[0.000010781978,0.000017445987,0.0006328568,0.00016157482,0.000002725347,0.00012570362,0.0035433806,0.00089263415,0.00008982125,0.6961812,0.2983281,0.000013840045],"about_ca_topic_score_codex":0.0073955194,"about_ca_topic_score_gemma":0.0078007756,"teacher_disagreement_score":0.01209765,"about_ca_system_score_codex":0.0062350365,"about_ca_system_score_gemma":0.005144429,"threshold_uncertainty_score":0.045238554},"labels":[],"label_agreement":null},{"id":"W1499404895","doi":"10.15353/joci.v11i2.2841","title":"\"Hey, can we make that, please?\": Upon Craft as a Means for Cross-cultural Community-Building","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Craft; Appropriation; Identity (music); Psychological intervention; Sociology; Public relations; Visual arts; Political science; Aesthetics; Medicine; Nursing; Art; Epistemology","score_opus":0.11106979100336653,"score_gpt":0.37597129745322794,"score_spread":0.26490150644986143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499404895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95608604,0.0015980724,0.0062758867,0.004488047,0.00012077462,0.00011439074,0.000025278343,0.000077432174,0.031214058],"genre_scores_gemma":[0.989293,0.0008715417,0.0032362468,0.0004608642,0.00001862682,0.000048977374,0.000016241907,0.000036279274,0.0060182135],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99493587,0.0040039946,0.000043583943,0.00027530195,0.0002700361,0.00047117865],"domain_scores_gemma":[0.9973035,0.0018385379,0.00016025378,0.00021242896,0.00012351513,0.0003617859],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005023864,0.0006454868,0.0003023582,0.0008699039,0.005445198,0.0035326083,0.0010172592,0.0015175692,0.0045414832],"category_scores_gemma":[0.006121635,0.0002582205,0.00025202017,0.00047073935,0.013571499,0.0039007657,0.006159276,0.0017513769,0.0005822623],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024540443,0.00053839997,0.008901398,0.00047564678,0.000027764676,0.001142933,0.79962635,0.00030238854,0.0038124959,0.028172798,0.005067862,0.1516866],"study_design_scores_gemma":[0.000044832595,0.0005981209,0.012893238,0.00093869877,0.000058624264,0.0013351241,0.8318835,0.00089501333,0.0063347304,0.007869115,0.13708092,0.00006818353],"about_ca_topic_score_codex":0.004561177,"about_ca_topic_score_gemma":0.013071271,"teacher_disagreement_score":0.005445198,"about_ca_system_score_codex":0.0012562338,"about_ca_system_score_gemma":0.001701819,"threshold_uncertainty_score":0.026569068},"labels":[],"label_agreement":null},{"id":"W1499596432","doi":"10.15353/joci.v1i1.2055","title":"Editorial: Welcome to the Journal of Community Informatics","year":2004,"lang":"en","type":"editorial","venue":"The Journal of Community Informatics","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Library science; Health informatics; Data science; Computer science; Engineering ethics; Political science; Engineering; Law; Health care","score_opus":0.013632965878710782,"score_gpt":0.26748205728045793,"score_spread":0.25384909140174716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499596432","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000040200863,0.0016251705,0.00006961021,0.025355361,0.97169423,0.00001982947,0.00001990681,0.000032633954,0.0011430649],"genre_scores_gemma":[0.000624702,0.0019173155,0.00012031603,0.020737235,0.9583545,0.000032879714,0.000039551574,0.00005517281,0.01811838],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937256,0.00093366427,0.0006482221,0.00069069647,0.0034063265,0.0005954289],"domain_scores_gemma":[0.958827,0.007436047,0.002454448,0.0009247336,0.020686034,0.00967174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072255805,0.004367934,0.004833408,0.006814531,0.0050875815,0.009605909,0.0037669097,0.017491873,0.020888204],"category_scores_gemma":[0.031555578,0.0011647303,0.0029920123,0.001927263,0.002951159,0.004344217,0.0021195626,0.01725787,0.015590072],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046515313,0.000022528846,0.000027923577,0.000102981656,0.0000148831605,0.0001651508,0.00000931344,0.000015482905,0.000053711603,0.00015974787,0.9963827,0.002999133],"study_design_scores_gemma":[0.00010295778,0.000079035526,0.00045198415,0.00027766253,0.00006762556,0.00042445975,0.00009709445,0.00016784723,0.00016116406,0.0010108013,0.997124,0.00003539812],"about_ca_topic_score_codex":0.0013710218,"about_ca_topic_score_gemma":0.0042250063,"teacher_disagreement_score":0.020888204,"about_ca_system_score_codex":0.0032071427,"about_ca_system_score_gemma":0.0036893478,"threshold_uncertainty_score":0.06987804},"labels":[],"label_agreement":null},{"id":"W1499904805","doi":"10.15353/joci.v3i4.2355","title":"The Vancouver Community Network, Social Investing and Public Good Models of ICT development","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Public health and occupational medicine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Social entrepreneurship; Community development; Business; Revenue; Community network; Community organization; Sustainability; Public good; Entrepreneurship; ICTS; Public relations; Marketing; Knowledge management; Economic growth; Economics; Political science; Finance; Computer science","score_opus":0.1567792633018714,"score_gpt":0.3437433734947195,"score_spread":0.18696411019284812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499904805","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06584049,0.0024181884,0.021649761,0.027059738,0.00012679948,0.00012041334,0.00012967926,0.000043704833,0.8826112],"genre_scores_gemma":[0.96740055,0.0011855013,0.004110577,0.0004946195,0.000025600282,0.000089463756,0.000036701604,0.00001771576,0.026639348],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99747616,0.0014318766,0.000035271558,0.00014933756,0.00055234437,0.00035495605],"domain_scores_gemma":[0.99671954,0.0012795086,0.00029082317,0.00026447442,0.0006971351,0.00074849045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022501454,0.0004447809,0.00021024121,0.0023581884,0.007367353,0.007595173,0.001207115,0.0016407579,0.006565226],"category_scores_gemma":[0.0049039023,0.0001845546,0.00023443068,0.002578962,0.014240567,0.0044768983,0.0035860722,0.001450849,0.0003249497],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000054150064,0.000010775787,0.00085071364,0.000014549054,0.0000016875692,0.000046137648,0.0016481208,0.00055844156,0.00001586381,0.98946697,0.0015846845,0.005796773],"study_design_scores_gemma":[0.000024953853,0.000039370025,0.003999581,0.00021187564,0.000015256124,0.00017413913,0.012538598,0.006878915,0.000153633,0.79316515,0.18276836,0.00003015106],"about_ca_topic_score_codex":0.33110043,"about_ca_topic_score_gemma":0.46347037,"teacher_disagreement_score":0.33110043,"about_ca_system_score_codex":0.030440984,"about_ca_system_score_gemma":0.016925279,"threshold_uncertainty_score":0.6583464},"labels":[],"label_agreement":null},{"id":"W1500688904","doi":"10.15353/joci.v8i1.3057","title":"“Getting Turned On”: Using ICT Training To Promote Active Ageing In New York City","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social connectedness; Active ageing; Information and Communications Technology; Social engagement; The Internet; Training (meteorology); Gerontology; Civic engagement; Psychology; Public relations; Sociology; Medical education; Political science; Older people; Social psychology; Medicine; Computer science; Social science; World Wide Web","score_opus":0.13279685941368616,"score_gpt":0.35458115544709157,"score_spread":0.2217842960334054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1500688904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992567,0.000044068976,0.000055696935,0.000052886808,0.0000059572203,0.00019866126,0.000020093334,0.0000016157423,0.00036440603],"genre_scores_gemma":[0.99587774,0.00023514054,0.001116113,0.00015776987,0.00001317183,0.00096187164,0.00007217736,0.0000022807453,0.0015637625],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99937314,0.0002787127,0.00004764921,0.000090994974,0.000092356924,0.00011724327],"domain_scores_gemma":[0.9990753,0.00030800633,0.00016200777,0.000056264522,0.00013030334,0.00026809712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001634317,0.00029477722,0.0004065785,0.0005282996,0.0021189617,0.001100297,0.0004772912,0.00056045136,0.0014428571],"category_scores_gemma":[0.0022070475,0.00036681065,0.00029291754,0.00031964606,0.0007119122,0.00083215086,0.0012460314,0.0007941826,0.00012669487],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027794924,0.0337076,0.43437904,0.00087810884,0.00023886903,0.00063565205,0.33814988,0.00025997774,0.009735561,0.0006512265,0.0020584073,0.17652625],"study_design_scores_gemma":[0.00041741345,0.01146537,0.8475063,0.00026424637,0.0002484802,0.00013612215,0.12985729,0.00048639902,0.0017716442,0.00019036708,0.0075849607,0.00007139249],"about_ca_topic_score_codex":0.05279325,"about_ca_topic_score_gemma":0.18758398,"teacher_disagreement_score":0.05279325,"about_ca_system_score_codex":0.0017568544,"about_ca_system_score_gemma":0.0028004555,"threshold_uncertainty_score":0.104971945},"labels":[],"label_agreement":null},{"id":"W1500743308","doi":"10.15353/joci.v10i2.2729","title":"Developing an e-Community Approach to Community Services in Kitigan Zibi Anishinabeg First Nation","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"York University; University of New Brunswick","funders":"","keywords":"Public relations; Information and Communications Technology; The Internet; Service delivery framework; Community organization; Business; Service (business); Political science; Marketing; World Wide Web; Computer science","score_opus":0.0746540301126912,"score_gpt":0.26295087139107365,"score_spread":0.18829684127838245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1500743308","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8868123,0.001292821,0.0033231364,0.014402663,0.00012365262,0.0023149834,0.000055903987,0.00005873624,0.091615714],"genre_scores_gemma":[0.97550076,0.00083218503,0.0067779063,0.00095573126,0.000010863887,0.00039619647,0.00004151052,0.000014200428,0.015470722],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981421,0.000853728,0.000043018892,0.000090697606,0.00016742742,0.0007029938],"domain_scores_gemma":[0.9983259,0.0003343958,0.00010843484,0.00004006327,0.00024165993,0.00094947853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020571484,0.00026581812,0.00015667267,0.0011069013,0.014463198,0.0034911744,0.0013770518,0.0013863279,0.007506218],"category_scores_gemma":[0.001949972,0.00035862005,0.00012867172,0.0012395751,0.0034013467,0.0021282833,0.0062496313,0.0011706505,0.00046365755],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008875647,0.001826169,0.036754563,0.0010283238,0.000024018713,0.01075196,0.6555243,0.00059031765,0.008699288,0.03147654,0.015173608,0.23806211],"study_design_scores_gemma":[0.000023728067,0.00014119003,0.021701029,0.0002934898,0.000007370681,0.00067592453,0.89394706,0.00029513403,0.00042429403,0.0013508201,0.08111821,0.000021706548],"about_ca_topic_score_codex":0.15753677,"about_ca_topic_score_gemma":0.45028812,"teacher_disagreement_score":0.84246325,"about_ca_system_score_codex":0.009684529,"about_ca_system_score_gemma":0.034951556,"threshold_uncertainty_score":0.31323963},"labels":[],"label_agreement":null},{"id":"W1501043051","doi":"10.15353/joci.v7i1-2.2571","title":"Mídia Cidadã: Utopia Brasileira. São Bernardo do Campo: Melo, J.M. de, Gobbi, M.C. &amp; Sathler, L. (Eds.) (2006).","year":2011,"lang":"pt","type":"article","venue":"The Journal of Community Informatics","topic":"Cultural, Media, and Literary Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Utopia; Humanities; Philosophy; Art; Art history","score_opus":0.07363778555092436,"score_gpt":0.2667745137851745,"score_spread":0.19313672823425015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1501043051","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000992199,0.94401467,0.00030595434,0.008992374,0.002096385,0.000016211447,0.0001957094,0.00007033984,0.043316197],"genre_scores_gemma":[0.037835147,0.9058943,0.0017478869,0.0034908548,0.0013777694,0.000051274474,0.00039814436,0.0000769528,0.049127687],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993974,0.000118865304,0.000055196164,0.00009299136,0.00023392276,0.00010174255],"domain_scores_gemma":[0.99892324,0.0002646331,0.00015329188,0.00006628471,0.00039665375,0.0001958783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010554282,0.0009388166,0.0012912264,0.004752587,0.0022352661,0.0053968807,0.00096778834,0.0016736002,0.022675265],"category_scores_gemma":[0.0030085219,0.0006125228,0.00043756753,0.009879133,0.0021731425,0.0034696963,0.0021888295,0.0022157729,0.004085803],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074773285,0.000040810155,0.002087498,0.004169577,0.000025159674,0.00057733856,0.0029318398,0.00012924003,0.00049311743,0.037083164,0.2771452,0.67524225],"study_design_scores_gemma":[0.000005773223,0.000014111085,0.0041749426,0.002511679,0.000017941302,0.00065356615,0.002050927,0.000023777431,0.000096139585,0.0023010653,0.9881393,0.000010898173],"about_ca_topic_score_codex":0.17326711,"about_ca_topic_score_gemma":0.3577018,"teacher_disagreement_score":0.17326711,"about_ca_system_score_codex":0.0046043503,"about_ca_system_score_gemma":0.009814631,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W1501192910","doi":"10.15353/joci.v8i2.3041","title":"Unintended Behavioural Consequences of Publishing Performance Data: Is More Always Better?","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Salary; Transparency (behavior); Diversity (politics); Unintended consequences; Public economics; Accountability; Public relations; Economics; Business; Political science; Computer science; Computer security; Law","score_opus":0.14898618326605878,"score_gpt":0.34418670989365874,"score_spread":0.19520052662759996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1501192910","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11988363,0.010651412,0.013987201,0.7495374,0.0037117633,0.00016614658,0.002253283,0.0002749065,0.0995343],"genre_scores_gemma":[0.86944824,0.007745243,0.0080408575,0.09480236,0.004945689,0.00026630115,0.0007765575,0.0004109405,0.013563805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.89141715,0.07161069,0.0065989085,0.0067809676,0.019752946,0.0038394327],"domain_scores_gemma":[0.44210097,0.3653391,0.08250712,0.06344989,0.03604975,0.010553203],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07999747,0.00051449245,0.00089166267,0.0025117872,0.0037390331,0.013782558,0.0028273973,0.006851466,0.019999161],"category_scores_gemma":[0.37344697,0.0007153715,0.0013021103,0.0042699915,0.014471915,0.02177211,0.006104204,0.008380845,0.0044573233],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017563188,0.0010724097,0.21696644,0.002669327,0.0008003831,0.0015599815,0.025465557,0.002539533,0.0016314832,0.34139735,0.08700914,0.3171321],"study_design_scores_gemma":[0.00036221615,0.0012584496,0.11524946,0.0056372834,0.0005109343,0.0022672755,0.028862076,0.0036257333,0.004154701,0.53121245,0.30630562,0.0005537593],"about_ca_topic_score_codex":0.0080339825,"about_ca_topic_score_gemma":0.004577396,"teacher_disagreement_score":0.9200025,"about_ca_system_score_codex":0.0038735524,"about_ca_system_score_gemma":0.0065755965,"threshold_uncertainty_score":0.4230721},"labels":[],"label_agreement":null},{"id":"W1504788224","doi":"10.15353/joci.v10i1.2673","title":"Shared identity and personal tie in influencing cooperative behavior","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social identity theory; Identity (music); Social capital; Resource (disambiguation); Social identity approach; Interpersonal ties; Social psychology; Public relations; Resource Acquisition Is Initialization; Shared resource; Collective identity; Common-pool resource; Creating shared value; Sociology; Collective action; Psychology; Social group; Political science; Resource allocation; Computer science; Management; Economics; Social science; Computer security; Microeconomics","score_opus":0.2027794848527606,"score_gpt":0.41324987504584265,"score_spread":0.21047039019308206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1504788224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97778726,0.00011536023,0.004320128,0.00039243203,0.000020395502,0.00004912999,0.000015471813,0.00001580017,0.01728403],"genre_scores_gemma":[0.9989172,0.000028629007,0.00055396743,0.000027839125,0.0000043250884,0.00001568019,0.0000063904076,0.0000033183742,0.00044261853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99300534,0.004898765,0.00020781127,0.000505185,0.00079399475,0.00058887666],"domain_scores_gemma":[0.9780357,0.011102858,0.00460598,0.0012915869,0.0011906347,0.0037733142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005160585,0.00037832814,0.0004148188,0.0013061023,0.0026235587,0.0034355107,0.000586091,0.0009752259,0.005468782],"category_scores_gemma":[0.024255233,0.00019116627,0.0003617983,0.00057060906,0.0026298123,0.0018217849,0.003813952,0.0011137765,0.0004163913],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00073163054,0.0026828602,0.8073378,0.00026636897,0.00046372006,0.0011238154,0.051960215,0.005370735,0.0036464909,0.03489181,0.00097312167,0.09055148],"study_design_scores_gemma":[0.00019110697,0.0020378581,0.78724813,0.00021485874,0.0004989083,0.001189035,0.08808343,0.030489665,0.003042696,0.06900142,0.017754067,0.00024891173],"about_ca_topic_score_codex":0.0024198568,"about_ca_topic_score_gemma":0.0031263877,"teacher_disagreement_score":0.005468782,"about_ca_system_score_codex":0.0012063863,"about_ca_system_score_gemma":0.000830659,"threshold_uncertainty_score":0.027292132},"labels":[],"label_agreement":null},{"id":"W1505025516","doi":"10.15353/joci.v4i1.2967","title":"Anytime? Anywhere?: Reframing Debates Around Community and Municipal Wireless Networking","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cognitive reframing; Affordance; Wireless network; Phrase; Wireless; Sociology; Telecommunications; Political science; Public relations; Computer science; Social psychology; Human–computer interaction; Psychology","score_opus":0.07616159670947142,"score_gpt":0.33077306689063296,"score_spread":0.25461147018116154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1505025516","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2754108,0.022837207,0.010499932,0.45229605,0.0026899006,0.00009358732,0.00006760033,0.000095336465,0.23600961],"genre_scores_gemma":[0.98116416,0.0038557556,0.0008488331,0.008121625,0.00074845855,0.000061091974,0.000017552155,0.00008403167,0.0050985217],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96139205,0.031963445,0.00059798104,0.0011748127,0.0026670194,0.0022046778],"domain_scores_gemma":[0.96097726,0.03210886,0.0017774737,0.0010681191,0.0015415628,0.0025266407],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.033383016,0.0006187175,0.000931017,0.004795087,0.032156993,0.030954031,0.0025086459,0.009789232,0.0034170162],"category_scores_gemma":[0.039917573,0.0006892919,0.0004789038,0.008527644,0.060601912,0.035151765,0.018825041,0.010883396,0.00039078563],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021611811,0.000018175571,0.00049836654,0.000084003404,0.0000054619404,0.00029058513,0.5251018,0.00011378826,0.00013472955,0.46006796,0.005995223,0.007668343],"study_design_scores_gemma":[0.000011687576,0.00002391206,0.0006287118,0.00040789213,0.000009376743,0.00016685201,0.6742653,0.0004910862,0.00019318436,0.07270659,0.25106668,0.00002866794],"about_ca_topic_score_codex":0.02019229,"about_ca_topic_score_gemma":0.027809665,"teacher_disagreement_score":0.033383016,"about_ca_system_score_codex":0.016195387,"about_ca_system_score_gemma":0.009365551,"threshold_uncertainty_score":0.17654836},"labels":[],"label_agreement":null},{"id":"W1505222835","doi":"10.15353/joci.v3i1.2384","title":"A Design Theory Approach to Community Informatics: Community-Centered Development and Action Research Testing of Online Social Networking Prototype","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Online community; Social capital; Field (mathematics); Computer science; Information and Communications Technology; Action (physics); Action research; Informatics; Knowledge management; Design for All; World Wide Web; Sociology; Engineering; Psychology; Universal design; Social science; Mathematics education","score_opus":0.3409658654193999,"score_gpt":0.4334175350235687,"score_spread":0.09245166960416884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1505222835","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042247344,0.00014353389,0.91105556,0.002410885,0.00014100531,0.023299802,0.00013604233,0.00024162044,0.020324212],"genre_scores_gemma":[0.13059163,0.00011403608,0.8435497,0.0004467987,0.000014270401,0.023540655,0.000065733686,0.00005125353,0.0016258332],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9062174,0.08304428,0.0019277374,0.0027035293,0.0050711245,0.0010359067],"domain_scores_gemma":[0.9300006,0.05305329,0.0021758992,0.00607751,0.006694915,0.0019978127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07333722,0.0013843693,0.0008379874,0.003154135,0.003642647,0.0048060063,0.003895922,0.0021292758,0.0063805953],"category_scores_gemma":[0.06106974,0.0010223151,0.0010099323,0.0014134113,0.009517509,0.0043869074,0.004814587,0.0029008759,0.0007268926],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005721113,0.0060351235,0.010630217,0.004999639,0.00021594742,0.0007741658,0.14385423,0.014813955,0.013659986,0.4218869,0.0059862877,0.37657145],"study_design_scores_gemma":[0.0041681672,0.018460698,0.010674588,0.006101008,0.0005592209,0.001962132,0.15060998,0.10930507,0.037664432,0.42778265,0.23210515,0.00060695567],"about_ca_topic_score_codex":0.0013462777,"about_ca_topic_score_gemma":0.0021346207,"teacher_disagreement_score":0.07333722,"about_ca_system_score_codex":0.005572728,"about_ca_system_score_gemma":0.011437674,"threshold_uncertainty_score":0.3878489},"labels":[],"label_agreement":null},{"id":"W1505582044","doi":"10.15353/joci.v3i3.2363","title":"La Promoción de las TIC para el Desarrollo en Pueblos Indígenas: Extensión o Comunicación","year":2007,"lang":"es","type":"article","venue":"The Journal of Community Informatics","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","score_opus":0.032646790230001645,"score_gpt":0.31396144973875434,"score_spread":0.2813146595087527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1505582044","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16301265,0.031449985,0.023763295,0.069814324,0.0010994519,0.00016755353,0.00015486077,0.0001677014,0.71037024],"genre_scores_gemma":[0.9329018,0.011855652,0.0065640523,0.0032496243,0.00035515803,0.00017508845,0.00006548239,0.00008283033,0.044750314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9954522,0.0028995343,0.00014285542,0.0003477605,0.000623535,0.00053416233],"domain_scores_gemma":[0.9946989,0.0022882933,0.00074319,0.0005487282,0.000927725,0.0007931121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006110447,0.00046912604,0.00039057725,0.0023668602,0.007880732,0.013833817,0.0010618495,0.0031030714,0.0060017463],"category_scores_gemma":[0.009550248,0.00024606928,0.00040594183,0.004095617,0.02046043,0.009749008,0.0066002314,0.0039063278,0.0010882113],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006583419,0.000051255094,0.004300158,0.00028183422,0.000011587624,0.000517725,0.29082465,0.00012635722,0.00088627945,0.6318245,0.0068574212,0.06425236],"study_design_scores_gemma":[0.00001745964,0.00006436045,0.008367575,0.0013788407,0.000037308237,0.0010067256,0.22807735,0.00045703666,0.0008602338,0.08236901,0.6773023,0.00006172413],"about_ca_topic_score_codex":0.022340013,"about_ca_topic_score_gemma":0.03417825,"teacher_disagreement_score":0.022340013,"about_ca_system_score_codex":0.008875105,"about_ca_system_score_gemma":0.011436228,"threshold_uncertainty_score":0.0643937},"labels":[],"label_agreement":null},{"id":"W1505815450","doi":"10.15353/joci.v8i1.3067","title":"Broadband Project For The Aging In Victoria","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Broadband; Government (linguistics); Telecommunications; Business; Engineering","score_opus":0.05171445415784901,"score_gpt":0.3479993366087732,"score_spread":0.29628488245092416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1505815450","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19811265,0.025828173,0.005813502,0.2576734,0.009440386,0.0016408483,0.01482631,0.0010802816,0.48558444],"genre_scores_gemma":[0.25901496,0.010054009,0.011904447,0.020884002,0.0005184628,0.0009714347,0.0034832985,0.00029957114,0.69286984],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989278,0.00023294239,0.00002526788,0.000064841464,0.0003077644,0.00044152918],"domain_scores_gemma":[0.99511284,0.00014387352,0.00008862269,0.00009811089,0.0011734762,0.0033831361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001933972,0.00022087219,0.0001951169,0.00054087007,0.0036991634,0.001606635,0.000495637,0.0010718931,0.014655073],"category_scores_gemma":[0.0031514692,0.00023902663,0.00026529277,0.00054349995,0.00046626013,0.0009299434,0.0043252115,0.0016915915,0.0028598786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003091127,0.00028639717,0.009187781,0.00050234655,0.000017634047,0.00051876693,0.005612887,0.00017044162,0.002098017,0.020207599,0.6642295,0.2968595],"study_design_scores_gemma":[0.00004128772,0.000167883,0.037631087,0.00022648725,0.000011979438,0.00018289026,0.0032780992,0.00020573262,0.00020298934,0.0015303958,0.9565049,0.000016411313],"about_ca_topic_score_codex":0.43579802,"about_ca_topic_score_gemma":0.6150369,"teacher_disagreement_score":0.56420195,"about_ca_system_score_codex":0.0073332745,"about_ca_system_score_gemma":0.05826371,"threshold_uncertainty_score":0.8665228},"labels":[],"label_agreement":null},{"id":"W1506034228","doi":"10.15353/joci.v4i2.2955","title":"E-Governance in the Developing World in Action","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Corporate governance; E-governance; Government (linguistics); Information and Communications Technology; Business; Order (exchange); Process (computing); Action (physics); Developing country; Public administration; Public relations; Process management; Good governance; Political science; Economic growth; Economics; Computer science; Finance","score_opus":0.3690160982451616,"score_gpt":0.4319656982242279,"score_spread":0.06294959997906635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1506034228","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3043346,0.012560086,0.011452153,0.036211357,0.00030720705,0.00042972554,0.00018846183,0.00010867153,0.6344077],"genre_scores_gemma":[0.978097,0.0054261093,0.0049199834,0.0016064845,0.000034565488,0.00015393639,0.0000490731,0.00001312898,0.009699717],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934754,0.0046728663,0.00016145712,0.00022227368,0.00062543276,0.0008425859],"domain_scores_gemma":[0.99664176,0.0014342696,0.00044095947,0.00030715298,0.00059316674,0.0005826038],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061185174,0.0003007396,0.0002940418,0.000999785,0.0036907708,0.0095780315,0.0004542499,0.0015173901,0.005348738],"category_scores_gemma":[0.0068526445,0.00013262812,0.00017279417,0.0023973524,0.0072385627,0.005186912,0.0050294492,0.0013462232,0.00044415952],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008736837,0.00022789476,0.022909334,0.00049999694,0.000038696857,0.0011906809,0.029851785,0.005038046,0.0007648403,0.8006554,0.015938729,0.122797124],"study_design_scores_gemma":[0.00007049618,0.00035778029,0.028040383,0.0016798725,0.00004471533,0.0007234087,0.08054139,0.003167647,0.0015354187,0.1675732,0.71620554,0.000060147184],"about_ca_topic_score_codex":0.006235764,"about_ca_topic_score_gemma":0.0069941315,"teacher_disagreement_score":0.0095780315,"about_ca_system_score_codex":0.0054358942,"about_ca_system_score_gemma":0.006321642,"threshold_uncertainty_score":0.039440393},"labels":[],"label_agreement":null},{"id":"W1506086377","doi":"10.15353/joci.v3i2.2373","title":"Trapped in the Digital Divide: The Distributive Paradigm in Community Informatics","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Rensselaer Polytechnic Institute; National Science Foundation","keywords":"Equity (law); Ambivalence; Scholarship; Distributive property; Inequality; Sociology; Digital divide; Scope (computer science); Informatics; Distributive justice; Public relations; Political science; Information and Communications Technology; Engineering ethics; Psychology; Social psychology; Computer science; Economic Justice; Law; Engineering","score_opus":0.05169430081007102,"score_gpt":0.35555477658697354,"score_spread":0.3038604757769025,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1506086377","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23225549,0.0044584717,0.16993205,0.15587771,0.0006470871,0.00037736862,0.000056302935,0.0001130558,0.43628246],"genre_scores_gemma":[0.98653364,0.00043817214,0.0065068845,0.0021813621,0.00012837062,0.00019304926,0.0000085349875,0.00003096802,0.003979039],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9695249,0.023810156,0.00045865576,0.0019025842,0.002670448,0.0016333401],"domain_scores_gemma":[0.9763966,0.016914742,0.0015528038,0.0022204863,0.0010942715,0.0018210867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.031689245,0.0005017371,0.00076392206,0.0043379785,0.020338822,0.019636571,0.002794952,0.005244625,0.005608704],"category_scores_gemma":[0.023705976,0.00054364634,0.0005353356,0.0035532538,0.12594539,0.033566218,0.027803523,0.006241655,0.00040155108],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000122974025,0.000025101801,0.00053530466,0.00003045361,0.0000033032513,0.00006907773,0.04705351,0.00010789742,0.00006059023,0.94581926,0.00058227865,0.0057008895],"study_design_scores_gemma":[0.00003163487,0.000032300497,0.00035008762,0.0001518642,0.0000055838814,0.00011338783,0.06442519,0.00072341814,0.00016759074,0.89859945,0.035381135,0.000018395196],"about_ca_topic_score_codex":0.004072661,"about_ca_topic_score_gemma":0.004092693,"teacher_disagreement_score":0.031689245,"about_ca_system_score_codex":0.008446629,"about_ca_system_score_gemma":0.009374258,"threshold_uncertainty_score":0.16759074},"labels":[],"label_agreement":null},{"id":"W1506413731","doi":"10.15353/joci.v6i3.2536","title":"The Ethical Responsibility of Researchers in Community Informatics","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Education and Curriculum Development","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Engineering ethics; Ethical responsibility; Ethical issues; Sociology; Political science; Engineering; Law","score_opus":0.15519138452249026,"score_gpt":0.3654384266181347,"score_spread":0.21024704209564443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1506413731","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03147706,0.005162011,0.014536438,0.8716301,0.006170328,0.0003935428,0.000037871283,0.000059354006,0.07053331],"genre_scores_gemma":[0.80258226,0.0020098605,0.0116407145,0.16105686,0.0042566746,0.0010063904,0.00003772066,0.00013752098,0.017272085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.39646116,0.5181742,0.01503891,0.012407256,0.036757994,0.021160493],"domain_scores_gemma":[0.21220805,0.57667136,0.027756974,0.060112204,0.06469962,0.058551855],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.37947872,0.0012684907,0.0024735313,0.0040488695,0.046109345,0.032970756,0.007387648,0.052695524,0.004763984],"category_scores_gemma":[0.49461907,0.0025395947,0.0018057585,0.0027182929,0.15798287,0.020825604,0.02591452,0.067253314,0.0011934794],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009600905,0.00020186685,0.0027844307,0.00021242682,0.000094470284,0.0008027224,0.18925865,0.000316087,0.00045165737,0.7369208,0.0553091,0.0135517735],"study_design_scores_gemma":[0.0002526686,0.00015135709,0.0018870947,0.0020905333,0.00007716834,0.0014435896,0.13451199,0.0013520822,0.0009816956,0.6094869,0.24744347,0.00032146485],"about_ca_topic_score_codex":0.010044533,"about_ca_topic_score_gemma":0.012161558,"teacher_disagreement_score":0.37947872,"about_ca_system_score_codex":0.013624353,"about_ca_system_score_gemma":0.10786232,"threshold_uncertainty_score":0.76521325},"labels":[],"label_agreement":null},{"id":"W1506666487","doi":"10.15353/joci.v8i1.3061","title":"Too Old For Technology? How The Elderly Of Lisbon Use And Perceive ICT","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":201,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Mobile phone; The Internet; Digital divide; Phone; Perception; Internet privacy; Sample (material); Stratified sampling; Advertising; Psychology; Business; Computer science; World Wide Web; Telecommunications; Medicine","score_opus":0.049950115494975425,"score_gpt":0.3016867009176408,"score_spread":0.2517365854226654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1506666487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9973991,0.00031101686,0.000025782174,0.00038894243,0.000006733871,0.0000032336345,0.000023838951,0.0000014318285,0.0018399183],"genre_scores_gemma":[0.99892503,0.00041417533,0.000023912587,0.00013999322,0.000004987627,0.000003018425,0.00001631229,9.735695e-7,0.00047151948],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99956816,0.000163678,0.00003847281,0.00003801331,0.00006641042,0.00012522154],"domain_scores_gemma":[0.99894994,0.00031649246,0.0003207694,0.000031166015,0.00014302583,0.00023859482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009158694,0.00021059992,0.00032298753,0.0010473566,0.0012550678,0.0025556935,0.0002469916,0.0006868401,0.0017712918],"category_scores_gemma":[0.0029254144,0.00018136586,0.0002371699,0.0008047915,0.0012975878,0.0015926461,0.0014286791,0.0004987312,0.0002614846],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013992203,0.00017021959,0.3691699,0.00020464022,0.00002264516,0.0010180619,0.60305035,0.00004686225,0.0011490267,0.0008753639,0.00096106547,0.023191927],"study_design_scores_gemma":[0.000006389319,0.00014866547,0.24807964,0.00017717814,0.000024460714,0.000571461,0.74494237,0.00007757987,0.00016094926,0.00019324395,0.0056005823,0.000017468485],"about_ca_topic_score_codex":0.020052101,"about_ca_topic_score_gemma":0.02838526,"teacher_disagreement_score":0.020052101,"about_ca_system_score_codex":0.00093220954,"about_ca_system_score_gemma":0.00062134897,"threshold_uncertainty_score":0.0398708},"labels":[],"label_agreement":null},{"id":"W1506711837","doi":"10.15353/joci.v1i1.2056","title":"Women Connect: Phase 2 Report","year":2004,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Sociopolitical Dynamics in Nepal","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Phase (matter); Physics; Quantum mechanics","score_opus":0.05081901680672646,"score_gpt":0.3804656180042668,"score_spread":0.32964660119754036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1506711837","genre_codex":"protocol","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20802322,0.00095665356,0.011444527,0.02419392,0.0032824138,0.43322042,0.16943087,0.0015851437,0.14786282],"genre_scores_gemma":[0.1810082,0.0011544708,0.01883463,0.033241596,0.0013860482,0.4767826,0.081931375,0.00052643183,0.20513469],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961371,0.0009766142,0.0002849687,0.00042631783,0.0011697395,0.0010052283],"domain_scores_gemma":[0.9851312,0.0026635283,0.0015374562,0.0012578305,0.0063786013,0.0030313167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063617732,0.001182353,0.0007913984,0.0026588407,0.0046517947,0.0019244234,0.0018687504,0.0044107414,0.051718708],"category_scores_gemma":[0.014851964,0.0009448617,0.0010282255,0.0012972999,0.0007223261,0.0015378849,0.003709661,0.0023456283,0.02501981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.018419938,0.018182736,0.11130921,0.0015497975,0.00014905918,0.0029771894,0.006785373,0.0014497932,0.008984218,0.0037442169,0.68113077,0.14531769],"study_design_scores_gemma":[0.0059761987,0.009426027,0.17721362,0.0008665157,0.00020962021,0.0005777146,0.0136665115,0.0008701428,0.013208949,0.0024960767,0.7752948,0.00019385554],"about_ca_topic_score_codex":0.026077954,"about_ca_topic_score_gemma":0.033842638,"teacher_disagreement_score":0.051718708,"about_ca_system_score_codex":0.0025611122,"about_ca_system_score_gemma":0.013465842,"threshold_uncertainty_score":0.17301631},"labels":[],"label_agreement":null},{"id":"W1506964412","doi":"10.15353/joci.v1i3.2030","title":"Community Democratization of Telecommunications Community Cooperatives in Argentina: The Case Of TELPIN","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Telecommunications; Business; The Internet; Telecommunications service; Telephony; Universal service; Internet access; Service (business); Telephone line; State (computer science); Marketing; Engineering; Computer science","score_opus":0.04400522731213602,"score_gpt":0.27454437766683953,"score_spread":0.23053915035470351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1506964412","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8253412,0.0012743361,0.00152391,0.007987504,0.00009589237,0.0001658054,0.00005067405,0.000027353964,0.16353318],"genre_scores_gemma":[0.98832417,0.00037119293,0.00032840084,0.00037826074,0.000024890038,0.000064521686,0.000028832446,0.000008297997,0.010471456],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99754554,0.00093983463,0.000032784275,0.0002083823,0.00020506929,0.0010684299],"domain_scores_gemma":[0.9984218,0.00043995894,0.00021677357,0.00008281738,0.00020621571,0.00063241867],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017920289,0.0003424477,0.00031936797,0.00080596685,0.012523627,0.004641987,0.0010402362,0.0026184095,0.0068818512],"category_scores_gemma":[0.0027946609,0.00027618528,0.00024853298,0.0010258671,0.0057042628,0.0029129232,0.0047335913,0.0022064962,0.00024113],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002489638,0.0011367081,0.053942196,0.00041248734,0.00004697615,0.052267384,0.23165487,0.002461479,0.0018821902,0.5873858,0.018043172,0.050517794],"study_design_scores_gemma":[0.00016844909,0.00030406725,0.07567855,0.00058776094,0.0000563636,0.005906962,0.46445757,0.006950958,0.0008872505,0.03433017,0.41058257,0.000089295274],"about_ca_topic_score_codex":0.07684959,"about_ca_topic_score_gemma":0.11216219,"teacher_disagreement_score":0.07684959,"about_ca_system_score_codex":0.009138358,"about_ca_system_score_gemma":0.0056470605,"threshold_uncertainty_score":0.15280455},"labels":[],"label_agreement":null},{"id":"W1507143770","doi":"10.15353/joci.v9i1.3189","title":"Information Needs of Rural Communities","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information needs; Business; The Internet; Relation (database); Information quality; Information and Communications Technology; Health information; Marketing; Knowledge management; Quality (philosophy); Public relations; Information system; Economic growth; Health care; Computer science; World Wide Web; Political science; Economics","score_opus":0.02443557858559822,"score_gpt":0.2518952379841199,"score_spread":0.22745965939852167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1507143770","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9925444,0.00022944753,0.0000977448,0.0016269203,0.000007605852,0.000049299295,0.00008012948,0.0000071459363,0.00535748],"genre_scores_gemma":[0.99699175,0.00059922755,0.00025201848,0.00034022157,0.000011749879,0.00006644684,0.000087056476,0.0000037740742,0.0016477194],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99855584,0.000702659,0.00007716769,0.00007742452,0.0002393958,0.00034755],"domain_scores_gemma":[0.9948014,0.0020490019,0.00077478815,0.00010999365,0.0010635903,0.0012012619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013841083,0.00018708805,0.00031124844,0.0017519138,0.0030671353,0.0019006542,0.00036605875,0.0010966747,0.0050088246],"category_scores_gemma":[0.008305816,0.00023577339,0.00014082748,0.0016236192,0.00068807567,0.0015710358,0.0018907235,0.000590756,0.00048083984],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032270694,0.00069374574,0.1872393,0.0010871332,0.00003686067,0.00471842,0.6999993,0.00025735312,0.004297006,0.0022973581,0.0060119904,0.09303884],"study_design_scores_gemma":[0.000021971107,0.00039313216,0.08988064,0.00026663055,0.000023907072,0.0015564272,0.88069457,0.00038485497,0.00027599724,0.0009499139,0.02550764,0.000044350916],"about_ca_topic_score_codex":0.0120986765,"about_ca_topic_score_gemma":0.011926204,"teacher_disagreement_score":0.0120986765,"about_ca_system_score_codex":0.0007852172,"about_ca_system_score_gemma":0.0019727948,"threshold_uncertainty_score":0.024056494},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"agree"},{"id":"W1507857218","doi":"10.15353/joci.v3i4.2353","title":"Trouble at Kookaburra Hollow: how media mediate","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Action (physics); Public relations; Fourth Estate; Quality (philosophy); Intranet; Key (lock); Political science; Broadband; Estate; Business; Law and economics; Sociology; Law; The Internet; Journalism; Computer security; Epistemology; Computer science","score_opus":0.08161129971649682,"score_gpt":0.31797892502144454,"score_spread":0.2363676253049477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1507857218","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38454783,0.0046216683,0.01513062,0.044600923,0.000631065,0.00014704013,0.00009782009,0.00017427959,0.55004877],"genre_scores_gemma":[0.98451114,0.00062924897,0.00082531595,0.0010593568,0.00008717776,0.00005332191,0.00002196527,0.00008842377,0.012724017],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9873154,0.008457512,0.0003081098,0.0010720134,0.0011048578,0.0017421268],"domain_scores_gemma":[0.9856123,0.009953071,0.0013124548,0.0008529945,0.00095960783,0.0013097478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0084923385,0.00055301393,0.0005866312,0.0036213382,0.025550283,0.031924162,0.0021418873,0.005470076,0.019193161],"category_scores_gemma":[0.021864047,0.0010714353,0.00061968097,0.0028189255,0.02931903,0.025570154,0.017708657,0.0049520116,0.0023655442],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015310745,0.00009417639,0.0077401884,0.00020443268,0.000044746514,0.0021278702,0.53134876,0.00025789387,0.0011572262,0.42490488,0.0077850213,0.024181748],"study_design_scores_gemma":[0.000063610634,0.00008018722,0.005712945,0.00067198294,0.00007410641,0.0007474802,0.61138767,0.0010303105,0.0010608074,0.1189861,0.26009086,0.00009393335],"about_ca_topic_score_codex":0.009698501,"about_ca_topic_score_gemma":0.0100105265,"teacher_disagreement_score":0.031924162,"about_ca_system_score_codex":0.005593154,"about_ca_system_score_gemma":0.0039026276,"threshold_uncertainty_score":0.064207554},"labels":[],"label_agreement":null},{"id":"W1509123155","doi":"10.15353/joci.v9i1.3182","title":"Community Technology Project in Malaysia: Kedai.Kom","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Inclusion (mineral); Information and Communications Technology; Business; Social acceptance; Knowledge management; Public relations; Engineering; World Wide Web; Sociology; Political science; Computer science; Psychology; Social science","score_opus":0.05539218342470598,"score_gpt":0.29910525184219344,"score_spread":0.24371306841748747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509123155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869739,0.000524418,0.0006682947,0.00081340194,0.000034650195,0.00053414557,0.00011838117,0.00005135914,0.010281374],"genre_scores_gemma":[0.9812889,0.00063557655,0.003967742,0.0002514829,0.000009762421,0.00049688836,0.00014220158,0.000012089519,0.013195431],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99914443,0.0003501673,0.000042782838,0.00007753018,0.00014550528,0.00023959356],"domain_scores_gemma":[0.9969649,0.00030450002,0.0004688023,0.00017413244,0.00040403727,0.001683556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020313563,0.0004164119,0.0001740212,0.0005799949,0.002274812,0.0014502358,0.0005677178,0.0007460642,0.0030571755],"category_scores_gemma":[0.0014922518,0.00031105857,0.00021073112,0.00063164695,0.0006264858,0.0010609122,0.0022421884,0.00074267626,0.00080487976],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014030846,0.00775553,0.33199427,0.0025184008,0.00007909527,0.0072533293,0.09363965,0.0008016634,0.042219844,0.0069298674,0.007830484,0.49757484],"study_design_scores_gemma":[0.00037762726,0.007901593,0.6800848,0.0010051806,0.00011587058,0.007871092,0.15402922,0.0014193262,0.019943768,0.0010616271,0.12601833,0.00017153083],"about_ca_topic_score_codex":0.0062631113,"about_ca_topic_score_gemma":0.01046548,"teacher_disagreement_score":0.0062631113,"about_ca_system_score_codex":0.0014118139,"about_ca_system_score_gemma":0.008665686,"threshold_uncertainty_score":0.012453318},"labels":[],"label_agreement":null},{"id":"W1509887603","doi":"10.15353/joci.v8i1.3056","title":"\"I communicate with my children in the game\": Mediated Intergenerational Family Relationships through a Social Networking Game","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Intergenerational Family Dynamics and Caregiving","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Phone; Social psychology; Face (sociological concept); Psychology; Citizen journalism; Internet privacy; Affect (linguistics); Communication; Sociology; Computer science; World Wide Web","score_opus":0.0667959495593296,"score_gpt":0.3092488921244799,"score_spread":0.24245294256515032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509887603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9950246,0.000052894102,0.00067063374,0.00017616795,0.0000050595063,0.000028624989,0.0000133060685,0.000009626661,0.00401895],"genre_scores_gemma":[0.999032,0.000039560076,0.00048255484,0.000025994827,0.000001107102,0.000029666366,0.0000064944875,0.0000016769178,0.00038093928],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99894136,0.00083510805,0.000018872954,0.00006363836,0.00004851838,0.00009261367],"domain_scores_gemma":[0.9987754,0.0007680808,0.0001622298,0.000056402554,0.00004591591,0.00019188017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013450115,0.0004192978,0.00014747676,0.0004963107,0.0021875696,0.0017683088,0.00056112907,0.00048649506,0.0013964443],"category_scores_gemma":[0.0032819533,0.00016531211,0.00018780817,0.00018429382,0.0015857017,0.0018787821,0.0017622303,0.00047761205,0.0001018587],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030420852,0.0009521528,0.1719803,0.000233709,0.0000909718,0.003967315,0.7407731,0.0007502394,0.010107327,0.013914601,0.0021372014,0.054788757],"study_design_scores_gemma":[0.00008724115,0.0011058114,0.22655705,0.00020541233,0.00018628615,0.0029013443,0.71823424,0.010022471,0.0050681042,0.0069313315,0.028555637,0.00014513322],"about_ca_topic_score_codex":0.0043680626,"about_ca_topic_score_gemma":0.0088858865,"teacher_disagreement_score":0.0043680626,"about_ca_system_score_codex":0.0009941505,"about_ca_system_score_gemma":0.0004963814,"threshold_uncertainty_score":0.008685291},"labels":[],"label_agreement":null},{"id":"W1509929160","doi":"10.15353/joci.v10i1.2672","title":"An Inquiry into Community Members’ Use and Attitudes toward Technology in Mishkeegogamang Tepacimowin Networks","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Information and Communications Technology; Public relations; Variety (cybernetics); Sociology; Informatics; Political science; Computer science; World Wide Web","score_opus":0.06200685422893241,"score_gpt":0.2901678639033186,"score_spread":0.2281610096743862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509929160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9972228,0.00007118208,0.00008814082,0.0002322002,0.0000054516777,0.000035096324,0.000009068093,0.0000022499003,0.0023338515],"genre_scores_gemma":[0.99720603,0.00022976422,0.00016578598,0.00009923977,0.0000037892155,0.00007083938,0.000016526246,0.0000030668418,0.0022049025],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9988225,0.0005895736,0.000028230175,0.00011331791,0.00018858898,0.00025780423],"domain_scores_gemma":[0.99736136,0.0012702325,0.00025344262,0.000060829472,0.00022348897,0.0008305721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017278953,0.00035139773,0.00029594186,0.0012099723,0.011061452,0.0033010554,0.0010958685,0.000941311,0.0027807425],"category_scores_gemma":[0.003163897,0.0005068579,0.00010430043,0.0011198054,0.00433187,0.00239025,0.0032989758,0.0013712399,0.00018218273],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008613217,0.000059404625,0.00844132,0.000028090475,0.0000013840481,0.0004484169,0.9863833,0.000011564239,0.0003872183,0.00029817907,0.0001823765,0.0037501792],"study_design_scores_gemma":[0.0000010192826,0.000023620885,0.004881626,0.000018793817,0.0000013800802,0.00007645471,0.9922901,0.000028360259,0.000042695316,0.000044681245,0.0025872348,0.000004072709],"about_ca_topic_score_codex":0.067718744,"about_ca_topic_score_gemma":0.13723974,"teacher_disagreement_score":0.93228126,"about_ca_system_score_codex":0.0037361337,"about_ca_system_score_gemma":0.003694713,"threshold_uncertainty_score":0.13464916},"labels":[],"label_agreement":null},{"id":"W1510878069","doi":"10.15353/joci.v11i1.2856","title":"Constructing Sustainable Digital Learning Environments for Remote Rural Children of Sarawak","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digital divide; Information and Communications Technology; Literacy; Ethnic group; Rural area; Geography; Key (lock); Multimedia; Computer science; Pedagogy; World Wide Web; Sociology; Political science","score_opus":0.025787134595983092,"score_gpt":0.2511360735204684,"score_spread":0.22534893892448532,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1510878069","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.990123,0.000072934,0.00047265965,0.0001973292,0.000004905314,0.00009274026,0.000047231857,0.000028207896,0.00896092],"genre_scores_gemma":[0.97879046,0.0005216713,0.011516229,0.00006541811,0.0000023247076,0.00017745115,0.000099127086,0.000010923615,0.0088163875],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997943,0.000069272995,0.000010859406,0.00002763574,0.00002517691,0.0000728573],"domain_scores_gemma":[0.9996493,0.00006715898,0.000049299164,0.000024980003,0.000046991594,0.00016226851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005441381,0.00041572674,0.00020611192,0.0003918232,0.0027488295,0.0017664202,0.00072818925,0.00046231752,0.00348123],"category_scores_gemma":[0.00074959575,0.00024807843,0.000368329,0.00026911814,0.0010865761,0.0010902435,0.002752678,0.0007045191,0.0006964563],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003390715,0.0030949472,0.21745467,0.0020699499,0.000063904365,0.01398696,0.468139,0.0029497484,0.034133248,0.012854389,0.0058159465,0.23909822],"study_design_scores_gemma":[0.00006533382,0.0021900916,0.173189,0.00089909293,0.00012388028,0.0033633104,0.7004646,0.0016194589,0.012758232,0.00269501,0.10250598,0.00012590925],"about_ca_topic_score_codex":0.010310193,"about_ca_topic_score_gemma":0.046227578,"teacher_disagreement_score":0.010310193,"about_ca_system_score_codex":0.0013916065,"about_ca_system_score_gemma":0.0034878766,"threshold_uncertainty_score":0.020500362},"labels":[],"label_agreement":null},{"id":"W1512698915","doi":"10.15353/joci.v9i4.3135","title":"Qualitative Research without money: Experiences with a home-grown Qualitative Content Analysis tool","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Qualitative Research Methods and Applications","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Qualitative research; Suite; Coding (social sciences); Computer science; SQL; Qualitative property; Data science; Simple (philosophy); World Wide Web; Database; Sociology; Political science; Social science","score_opus":0.5264645971645923,"score_gpt":0.616533382489152,"score_spread":0.09006878532455975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1512698915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7867358,0.0013488771,0.13689359,0.015296417,0.00059828605,0.006217721,0.00069652207,0.0013183557,0.050894514],"genre_scores_gemma":[0.85092694,0.001300326,0.11063788,0.0036409204,0.00015678052,0.0059452327,0.0002910304,0.0013896165,0.025711263],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9325607,0.06128596,0.0008341027,0.0011482482,0.0021165167,0.0020544075],"domain_scores_gemma":[0.84804344,0.12934065,0.002480851,0.007849666,0.0047668237,0.0075186086],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.07546357,0.0010189178,0.001249146,0.0018141787,0.011084772,0.008073542,0.004926768,0.0034611744,0.012779536],"category_scores_gemma":[0.081373945,0.0012446898,0.00094370334,0.0028205186,0.014316647,0.007585191,0.015815971,0.0047260406,0.0033667085],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001608146,0.00035084895,0.00094175973,0.00063437276,0.000014873082,0.0020355275,0.952727,0.0002529684,0.0017475532,0.003126619,0.0034529592,0.034554664],"study_design_scores_gemma":[0.00013481814,0.0005614552,0.001355684,0.001055481,0.000033009506,0.0017062532,0.8893346,0.0010709824,0.0029013124,0.00550381,0.09623484,0.00010768647],"about_ca_topic_score_codex":0.0021508243,"about_ca_topic_score_gemma":0.0054628616,"teacher_disagreement_score":0.9245364,"about_ca_system_score_codex":0.0044240514,"about_ca_system_score_gemma":0.008136757,"threshold_uncertainty_score":0.39909428},"labels":[],"label_agreement":null},{"id":"W1513049166","doi":"10.15353/joci.v4i1.2969","title":"The i-REACH Project in Cambodia","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Videoconferencing; Christian ministry; Business; Schedule; Information and Communications Technology; The Internet; Economic growth; Telecommunications; Political science; Engineering; Management; Computer science","score_opus":0.049597837632916975,"score_gpt":0.25852403603434904,"score_spread":0.20892619840143206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513049166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55054086,0.009009614,0.004890605,0.0159481,0.00038644762,0.0015519188,0.0033184462,0.0005394289,0.41381457],"genre_scores_gemma":[0.8985307,0.00414429,0.007259423,0.0021557505,0.000036475107,0.0011739333,0.0030209816,0.00007865425,0.083599724],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99961275,0.00010566574,0.000008849537,0.000039979182,0.000039128925,0.00019372822],"domain_scores_gemma":[0.9994887,0.0000695405,0.0000359306,0.000058127433,0.000081643506,0.00026603634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073166547,0.00039867114,0.00018904929,0.0005515221,0.0022295106,0.001567526,0.0005168021,0.00084193406,0.011947373],"category_scores_gemma":[0.001002383,0.00014031358,0.00013613263,0.00070510246,0.00095739745,0.0011325793,0.0039235447,0.00056781585,0.0012405756],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011475508,0.00073287846,0.050665632,0.002633944,0.00006293647,0.006389851,0.06411328,0.0023687936,0.019254526,0.11820659,0.1434374,0.59098667],"study_design_scores_gemma":[0.00027431926,0.0008055325,0.1057303,0.0018518289,0.00003536535,0.0012070058,0.06837779,0.0012012825,0.005085483,0.007070757,0.8083122,0.00004807568],"about_ca_topic_score_codex":0.068708144,"about_ca_topic_score_gemma":0.07336232,"teacher_disagreement_score":0.068708144,"about_ca_system_score_codex":0.0024822874,"about_ca_system_score_gemma":0.0068728398,"threshold_uncertainty_score":0.13661647},"labels":[],"label_agreement":null},{"id":"W1513300829","doi":"10.15353/joci.v3i2.2375","title":"Q: Where is the Wealth of Nations? A: In Communities.","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Commonwealth, Australian Politics and Federalism","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"World Bank Group","keywords":"National wealth; Business; Political science; Geography; Finance","score_opus":0.07156531827718877,"score_gpt":0.3688206203324741,"score_spread":0.29725530205528533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513300829","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0067253676,0.0014160438,0.0039016407,0.7171657,0.008318803,0.0008491626,0.0051922305,0.00029590982,0.2561351],"genre_scores_gemma":[0.13653354,0.002335805,0.0050639505,0.48907942,0.0059547722,0.0018571946,0.0028800613,0.00032636788,0.3559689],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99516654,0.0017012531,0.00061358063,0.00051661825,0.0013044894,0.00069757993],"domain_scores_gemma":[0.9734668,0.009963341,0.0014199162,0.0010406167,0.011350033,0.00275923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050455937,0.0004979054,0.0011399969,0.0010560845,0.0066786455,0.005313982,0.0015010178,0.015285161,0.1766924],"category_scores_gemma":[0.03986191,0.00046627637,0.00096688,0.0015207821,0.004518177,0.01045477,0.004222634,0.004777049,0.033367924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010930103,0.000032848053,0.002925777,0.00041085237,0.000014571636,0.000388688,0.0016097813,0.00007216879,0.00026540467,0.06236811,0.9188759,0.012926571],"study_design_scores_gemma":[0.00006567616,0.000078919016,0.005468316,0.00080937555,0.000016677619,0.00061016035,0.0058739833,0.00028919126,0.00023208844,0.038516738,0.94795644,0.00008234871],"about_ca_topic_score_codex":0.02369499,"about_ca_topic_score_gemma":0.018367453,"teacher_disagreement_score":0.1766924,"about_ca_system_score_codex":0.003701294,"about_ca_system_score_gemma":0.007074211,"threshold_uncertainty_score":0.591095},"labels":[],"label_agreement":null},{"id":"W1513375119","doi":"10.15353/joci.v7i3.2599","title":"Research informing practice: Toward effective engagement in community ICT in New Zealand","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Participatory action research; Citizen journalism; Information and Communications Technology; Sociology; Public relations; Action (physics); Power (physics); Action research; Social media; Participatory culture; Participant observation; Sense of community; Community of practice; Social science; Media studies; Political science; Pedagogy; Computer science; World Wide Web","score_opus":0.15371420541490674,"score_gpt":0.35728145272613426,"score_spread":0.20356724731122752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513375119","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49042225,0.007075474,0.07787191,0.11585237,0.00058083516,0.0063931,0.000102809194,0.00039044008,0.30131078],"genre_scores_gemma":[0.94252974,0.0026781184,0.04608064,0.0012346708,0.000055398043,0.0014185314,0.00003893927,0.00004745166,0.0059164637],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9280214,0.05680151,0.0023894685,0.00335624,0.0067819315,0.0026494463],"domain_scores_gemma":[0.92315835,0.04885074,0.00625761,0.006182053,0.0070563434,0.008494878],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.085283406,0.0006474155,0.00075313996,0.0037264659,0.010577018,0.015541562,0.003181363,0.0035196717,0.0045357225],"category_scores_gemma":[0.08595197,0.0007679416,0.0005318277,0.0041044406,0.029333245,0.013554165,0.0194747,0.0037780236,0.00064465194],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057639903,0.00029503764,0.007910997,0.0012497094,0.00002430546,0.00082084624,0.7802995,0.00021046352,0.0018837505,0.037107553,0.0028104845,0.16732976],"study_design_scores_gemma":[0.00010902814,0.00045771772,0.012843059,0.0026054226,0.00004082773,0.00052428764,0.7647014,0.0009450436,0.0010523576,0.054465417,0.16218479,0.00007066587],"about_ca_topic_score_codex":0.056076348,"about_ca_topic_score_gemma":0.075488046,"teacher_disagreement_score":0.085283406,"about_ca_system_score_codex":0.019054264,"about_ca_system_score_gemma":0.073076606,"threshold_uncertainty_score":0.45102715},"labels":[],"label_agreement":null},{"id":"W1513645056","doi":"10.15353/joci.v7i1-2.2560","title":"Internet use in Brazil: speeding up or lagging behind?","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"The Internet; Lagging; Digital divide; Appropriation; Population; Internet access; Democratization; Economic growth; Inequality; Census; Political science; Business; Sociology; Economics; Computer science; Demography; Politics; World Wide Web; Democracy","score_opus":0.10869850721925264,"score_gpt":0.29208381497553965,"score_spread":0.183385307756287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1513645056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95576394,0.010490912,0.00048536205,0.008179163,0.000039424427,0.000035516972,0.0005702393,0.000025666004,0.024409728],"genre_scores_gemma":[0.9968753,0.0023506933,0.00017434209,0.00012736263,0.000012507842,0.000005390171,0.00008458844,0.0000052887794,0.00036462522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99932647,0.00017559508,0.00005736032,0.00010714787,0.00014000235,0.00019353369],"domain_scores_gemma":[0.9968104,0.001010973,0.0011146357,0.00018619651,0.00046454955,0.0004133788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011976201,0.000185824,0.0003015481,0.0022955365,0.0007073103,0.0020692162,0.0004299038,0.0005298202,0.0023387135],"category_scores_gemma":[0.005556703,0.00022734707,0.00030791239,0.0034783664,0.0012063915,0.0020686383,0.0013074926,0.0006339405,0.00015032697],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000869038,0.00010484719,0.85141873,0.0006432906,0.000063240805,0.00063104107,0.02405813,0.00034851226,0.0019392136,0.021769106,0.0012749763,0.09766198],"study_design_scores_gemma":[0.0000049541363,0.000051725685,0.9668168,0.0004457426,0.000043836437,0.00034826898,0.015364875,0.0005661358,0.00029408745,0.0017758659,0.014270104,0.000017552717],"about_ca_topic_score_codex":0.094457485,"about_ca_topic_score_gemma":0.113853976,"teacher_disagreement_score":0.094457485,"about_ca_system_score_codex":0.0018936889,"about_ca_system_score_gemma":0.0023776565,"threshold_uncertainty_score":0.18781537},"labels":[],"label_agreement":null},{"id":"W1514127600","doi":"10.15353/joci.v11i2.2838","title":"Community&amp;Technologies, Community Informatics: Tensions and Challenges","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Engineering ethics; Sociology; Data science; Knowledge management; Computer science; Engineering; Electrical engineering","score_opus":0.2116185159228969,"score_gpt":0.3082460141293018,"score_spread":0.0966274982064049,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514127600","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017994186,0.029798178,0.006133039,0.8837054,0.0036794234,0.000036598587,0.00008423934,0.0001123315,0.05845658],"genre_scores_gemma":[0.8408575,0.033979386,0.012652751,0.08468183,0.006404893,0.0002312502,0.0001837097,0.00021013086,0.020798443],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98332584,0.01052357,0.00051688874,0.0010412921,0.0025653394,0.002026985],"domain_scores_gemma":[0.95167285,0.023132624,0.0018237601,0.0021767246,0.005749258,0.015444816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028433818,0.0004645158,0.0008905695,0.0037115738,0.019265288,0.03721685,0.0029835324,0.010212799,0.015299506],"category_scores_gemma":[0.027503625,0.0005474276,0.0004252371,0.006471278,0.029316138,0.048361782,0.0209101,0.010887872,0.0023404476],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033110166,0.00014023505,0.0033321166,0.0006398506,0.000019151385,0.00022934195,0.041460026,0.0001283342,0.0002257634,0.6748217,0.12028029,0.15869008],"study_design_scores_gemma":[0.000016721531,0.00005673997,0.0023923016,0.001436482,0.000014041262,0.00039945912,0.2153121,0.00048782732,0.00015819455,0.29998127,0.47967044,0.000074397445],"about_ca_topic_score_codex":0.010921637,"about_ca_topic_score_gemma":0.016788866,"teacher_disagreement_score":0.03721685,"about_ca_system_score_codex":0.008500003,"about_ca_system_score_gemma":0.023160923,"threshold_uncertainty_score":0.15037417},"labels":[],"label_agreement":null},{"id":"W1514202727","doi":"10.15353/joci.v9i1.3191","title":"Supporting End User Development in Community Computing: Requirements, Opportunities, and Challenges","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Spreadsheets and End-User Computing","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"End-user development; Autonomy; Context (archaeology); Computer science; Situated; Domain (mathematical analysis); Knowledge management; Data science; End user; World Wide Web; Artificial intelligence; Political science; Mathematics","score_opus":0.18751809832046692,"score_gpt":0.32472839965762185,"score_spread":0.13721030133715492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514202727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4780847,0.0017846634,0.3939157,0.026380481,0.00022871101,0.0020969014,0.00012972654,0.0021526227,0.095226526],"genre_scores_gemma":[0.79142845,0.00064543175,0.20109487,0.0007244521,0.000055821485,0.0009882402,0.00015075668,0.0003050086,0.0046070013],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9718636,0.020055948,0.0010594632,0.0010841967,0.0039445604,0.0019921795],"domain_scores_gemma":[0.91466093,0.054377455,0.0026318904,0.009523837,0.008676649,0.0101291435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.032948278,0.00063642836,0.00058446015,0.0014861326,0.004685993,0.0121682845,0.0043605743,0.0035903787,0.0028187514],"category_scores_gemma":[0.055459857,0.00057496916,0.0004455931,0.0018792724,0.0051038433,0.0118604675,0.012588593,0.0026833836,0.0010319302],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003912844,0.0024213693,0.03635142,0.0024347615,0.00006876624,0.0030984438,0.10940215,0.007600819,0.013741312,0.24059704,0.013101376,0.5707913],"study_design_scores_gemma":[0.0003325922,0.0016470806,0.012786918,0.0031947235,0.00008446107,0.0052251075,0.20202827,0.07428608,0.016689146,0.30776018,0.3756476,0.000317731],"about_ca_topic_score_codex":0.0020069955,"about_ca_topic_score_gemma":0.0025500522,"teacher_disagreement_score":0.032948278,"about_ca_system_score_codex":0.0018769206,"about_ca_system_score_gemma":0.0068269256,"threshold_uncertainty_score":0.17424917},"labels":[],"label_agreement":null},{"id":"W1514748188","doi":"10.15353/joci.v9i4.3146","title":"Assessing the contribution of information technology to socio-economic development: A case study from rural South Africa","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Work (physics); Informatics; Sociotechnical system; Community development; Information system; Knowledge management; Regional science; Economic growth; Management science; Sociology; Political science; Computer science; Engineering; Economics","score_opus":0.032042502724790645,"score_gpt":0.275564539506171,"score_spread":0.24352203678138035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514748188","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9948908,0.00011126669,0.00029713506,0.0005016948,0.0000034160919,0.00007774581,0.000021056561,0.0000023743862,0.0040944107],"genre_scores_gemma":[0.9974153,0.00054066605,0.00070795213,0.000064041385,0.000004505649,0.000053928157,0.000015787013,0.000003882135,0.0011939154],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9985813,0.00083869,0.000044533757,0.000063700594,0.00015531629,0.00031647042],"domain_scores_gemma":[0.9963415,0.002613472,0.00032678497,0.0000884103,0.00024980985,0.00038003712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021517004,0.0005399045,0.00044163968,0.0027124046,0.00636566,0.002649452,0.0008038469,0.0012234645,0.002686019],"category_scores_gemma":[0.005613671,0.0003274313,0.00025877554,0.0034154996,0.0027905684,0.0018674807,0.003009711,0.0010083219,0.0002198282],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026266364,0.0012529203,0.07803687,0.0008829479,0.000059023652,0.044193905,0.79989123,0.0016373591,0.004930285,0.011158735,0.0014444079,0.056249723],"study_design_scores_gemma":[0.00004236081,0.0004289787,0.043863956,0.0002893293,0.00003704118,0.0025959366,0.9326462,0.0009758232,0.0013917467,0.0013389403,0.016359054,0.000030597424],"about_ca_topic_score_codex":0.026250085,"about_ca_topic_score_gemma":0.04957562,"teacher_disagreement_score":0.026250085,"about_ca_system_score_codex":0.004474771,"about_ca_system_score_gemma":0.0028550457,"threshold_uncertainty_score":0.052194595},"labels":[],"label_agreement":null},{"id":"W1514765964","doi":"10.15353/joci.v3i4.2351","title":"Innovations in Microfinance technologies","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Microfinance; Business; Mobile banking; Financial services; Population; Institution; Finance; Economic growth; Marketing; Economics; Political science; Medicine","score_opus":0.06161554073928333,"score_gpt":0.24512579976409446,"score_spread":0.18351025902481113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514765964","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.340287,0.034716282,0.04717822,0.07330562,0.0022647674,0.0005090357,0.0004032276,0.0012319628,0.50010383],"genre_scores_gemma":[0.8313329,0.017728208,0.030614601,0.004225652,0.00069646345,0.00023580485,0.00029207623,0.00009627988,0.11477811],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9978556,0.000735232,0.000107301,0.00025839533,0.0006578922,0.0003854911],"domain_scores_gemma":[0.99547064,0.0021585526,0.00039944728,0.00048162165,0.00095893315,0.00053081155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003649718,0.00037493947,0.00014622771,0.0014951839,0.0009219263,0.0030731966,0.0009491709,0.0012976966,0.012480216],"category_scores_gemma":[0.0068572764,0.00012513784,0.00036389646,0.0018011513,0.0016399277,0.0034017023,0.0019549532,0.001427048,0.0023130388],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007733679,0.00030264287,0.010966374,0.0005423731,0.000018528588,0.00046763849,0.0035943415,0.0007517233,0.002978385,0.13600993,0.01587115,0.82841957],"study_design_scores_gemma":[0.000033177184,0.00044353213,0.022773609,0.0009249352,0.000018253153,0.0014487524,0.00341878,0.0017076457,0.005625563,0.025116673,0.93843895,0.000050125007],"about_ca_topic_score_codex":0.0022899266,"about_ca_topic_score_gemma":0.00299401,"teacher_disagreement_score":0.012480216,"about_ca_system_score_codex":0.0026766222,"about_ca_system_score_gemma":0.0017945383,"threshold_uncertainty_score":0.04175055},"labels":[],"label_agreement":null},{"id":"W1514831345","doi":"10.15353/joci.v10i2.2741","title":"The First Mile Connectivity Consortium and Digital Regulation in Canada","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Assembly of First Nations; University of New Brunswick","funders":"","keywords":"Mile; Last mile (transportation); Telecommunications; Intervention (counseling); Business; Political science; Public administration; Geography; Library science; Public relations; Engineering; Computer science; Psychology","score_opus":0.020111663819485617,"score_gpt":0.26479800836400713,"score_spread":0.2446863445445215,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514831345","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17917663,0.016177665,0.0012895308,0.18718849,0.0011361055,0.00021158953,0.0017525069,0.00015582632,0.6129117],"genre_scores_gemma":[0.7918353,0.007220097,0.0010914083,0.026709164,0.0001655315,0.000117861644,0.0005407188,0.00007759563,0.17224225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9896625,0.00060109206,0.00013896258,0.00056558533,0.0032956938,0.005736142],"domain_scores_gemma":[0.9905031,0.0018227138,0.00041881297,0.00019820272,0.0033389472,0.0037182241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003142095,0.00032606316,0.00047128374,0.0023422642,0.031216627,0.010954369,0.0018712343,0.0056457566,0.013735318],"category_scores_gemma":[0.009704718,0.000594116,0.0005630192,0.0042485087,0.008385023,0.0018799781,0.004377382,0.0048033344,0.0005423904],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00013102044,0.00017011653,0.03341334,0.00022100899,0.000055988647,0.0010464741,0.014900688,0.0019576503,0.00056410744,0.6733822,0.227412,0.046745438],"study_design_scores_gemma":[0.00009088045,0.00005672788,0.113585055,0.0007094357,0.000073897405,0.00016857052,0.030047286,0.0026620426,0.0006583082,0.019506223,0.832169,0.00027259547],"about_ca_topic_score_codex":0.99867094,"about_ca_topic_score_gemma":0.9990804,"teacher_disagreement_score":0.7486604,"about_ca_system_score_codex":0.2513396,"about_ca_system_score_gemma":0.46021935,"threshold_uncertainty_score":0.8683399},"labels":[],"label_agreement":null},{"id":"W1517914985","doi":"10.15353/joci.v11i1.2853","title":"Do ICTs Help To Maintain Social Capital In The Disaster Recovery Phase? A Case Study Of The L'aquila Earthquake","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"ICTS; Social capital; Information and Communications Technology; Social media; Key (lock); Phase (matter); Capital (architecture); Public relations; Crisis communication; Business; Knowledge management; Political science; Sociology; Geography; Computer security; Computer science; World Wide Web; Social science","score_opus":0.09056070196090014,"score_gpt":0.37825953217226227,"score_spread":0.2876988302113621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1517914985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9920324,0.00013426766,0.00018293674,0.0022810139,0.00001562353,0.000035333156,0.000023130387,0.000004369927,0.0052910456],"genre_scores_gemma":[0.99870706,0.00021405805,0.00015301425,0.00013292459,0.000009705824,0.000020392152,0.000011709949,0.0000029317507,0.0007481802],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9979791,0.0012474606,0.00003932011,0.000080082325,0.000110203444,0.0005437814],"domain_scores_gemma":[0.99652463,0.0019863185,0.00043309695,0.00015142527,0.0001659852,0.000738507],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025360181,0.00034791135,0.00024980563,0.0012038718,0.007579045,0.0029807822,0.0010878106,0.0019926964,0.0025485016],"category_scores_gemma":[0.0045097754,0.00026734974,0.0002521586,0.0011879485,0.005598759,0.002893315,0.003572418,0.0015923779,0.00031882405],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031601393,0.0012360144,0.046077516,0.00031783935,0.000037975522,0.026157646,0.8746187,0.00053480576,0.0014290581,0.008229114,0.0043211947,0.03672415],"study_design_scores_gemma":[0.000029329405,0.00022016678,0.020625694,0.00011591998,0.000018141307,0.0012312734,0.963992,0.0003561622,0.0003198554,0.00055666274,0.012514507,0.000020393492],"about_ca_topic_score_codex":0.012841249,"about_ca_topic_score_gemma":0.0277149,"teacher_disagreement_score":0.012841249,"about_ca_system_score_codex":0.0028012227,"about_ca_system_score_gemma":0.0020549784,"threshold_uncertainty_score":0.02553302},"labels":[],"label_agreement":null},{"id":"W1519607437","doi":"10.15353/joci.v7i1-2.2565","title":"Garden of Literacies: ICDT Contributing to the Construction of New Realities for Digitally-Excluded Senior Citizens","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundação de Amparo à Pesquisa do Estado de Minas Gerais; Universidade Estadual de Campinas; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Information and Communications Technology; Sociology; Digital literacy; Convergence (economics); Digital culture; Literacy; Pedagogy; Computer science; Media studies; World Wide Web; Economic growth","score_opus":0.05623143159092614,"score_gpt":0.31073338777713894,"score_spread":0.2545019561862128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1519607437","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9440893,0.00046137843,0.007906084,0.00265008,0.00005708611,0.000057466063,0.000042962627,0.00007833427,0.044657458],"genre_scores_gemma":[0.99647695,0.00007966418,0.0016100788,0.00011020687,0.000006763129,0.000017311018,0.000021789652,0.000012828364,0.001664347],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996221,0.0022177491,0.00021476566,0.0003426355,0.00047455024,0.00052940915],"domain_scores_gemma":[0.9933983,0.0025352011,0.0010832957,0.0010814007,0.0007379461,0.0011638976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044611716,0.00047457012,0.00036651723,0.003135469,0.0060177715,0.011029839,0.0008408172,0.0011062747,0.0045379493],"category_scores_gemma":[0.011106605,0.00045062584,0.00064623903,0.001088809,0.014554409,0.0060638385,0.01573268,0.0022550519,0.00052375393],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009368973,0.00019433987,0.065252505,0.00018033317,0.000028871666,0.0018573306,0.8054654,0.00015548478,0.0023817434,0.06830683,0.0013205623,0.054763004],"study_design_scores_gemma":[0.00003947077,0.00026630823,0.054433085,0.00039995406,0.000066074004,0.0028707932,0.7786462,0.0014509413,0.002444517,0.073028445,0.086239964,0.00011431032],"about_ca_topic_score_codex":0.00266548,"about_ca_topic_score_gemma":0.0031349862,"teacher_disagreement_score":0.011029839,"about_ca_system_score_codex":0.0027387284,"about_ca_system_score_gemma":0.0029273485,"threshold_uncertainty_score":0.023593187},"labels":[],"label_agreement":null},{"id":"W1519947758","doi":"10.15353/joci.v9i2.3171","title":"Concussion Information on the Move: The Role of Mobile Technology in Concussion Management","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Concussion; Mobile internet; Dissemination; Mobile device; Mobile technology; The Internet; Mobile apps; Internet privacy; Computer science; Health care; Computer security; Medicine; Poison control; Injury prevention; Medical emergency; World Wide Web; Political science; Telecommunications","score_opus":0.03451551869469416,"score_gpt":0.32865166122038025,"score_spread":0.2941361425256861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1519947758","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10815124,0.44108662,0.010314495,0.29196614,0.002815713,0.00029306774,0.00022947331,0.00031754884,0.14482577],"genre_scores_gemma":[0.62397856,0.32484394,0.017278824,0.015195588,0.0039508496,0.0001842556,0.00012389851,0.00005041502,0.01439365],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836427,0.0009121484,0.00011097944,0.00009069495,0.0003736391,0.0001484143],"domain_scores_gemma":[0.9945937,0.0032946197,0.0006324952,0.000106344974,0.00080129993,0.00057152647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024561477,0.0002606838,0.0003473132,0.002204363,0.0012796158,0.0045959027,0.0005159648,0.0018228717,0.004924239],"category_scores_gemma":[0.009047155,0.00018031507,0.0003284806,0.0015421368,0.0011408221,0.004920012,0.001708448,0.0013384058,0.0010745509],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015700531,0.00016010516,0.014943133,0.0013953439,0.000035510435,0.0007352125,0.0027501867,0.00020961341,0.00062203733,0.010443969,0.021804122,0.9467438],"study_design_scores_gemma":[0.00011990084,0.0016613873,0.0990217,0.01614181,0.00039896858,0.010967311,0.03510701,0.0037454313,0.0022526553,0.04094996,0.7893736,0.000260286],"about_ca_topic_score_codex":0.003636785,"about_ca_topic_score_gemma":0.008047902,"teacher_disagreement_score":0.004924239,"about_ca_system_score_codex":0.0013178199,"about_ca_system_score_gemma":0.0025869492,"threshold_uncertainty_score":0.016473234},"labels":[],"label_agreement":null},{"id":"W1520880665","doi":"10.15353/joci.v2i3.2066","title":"Learning from the LDC's","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Business","score_opus":0.06174426929111553,"score_gpt":0.2628677857106887,"score_spread":0.20112351641957316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520880665","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010264919,0.001443607,0.00007432178,0.053545907,0.9411316,0.000011158761,0.00003096474,0.000030062416,0.0036297294],"genre_scores_gemma":[0.002021153,0.001333982,0.000082975355,0.028918454,0.9528682,0.000017835997,0.000019128045,0.000037692538,0.014700583],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9921348,0.0012987906,0.00064588315,0.00093016797,0.0041746353,0.0008156755],"domain_scores_gemma":[0.9435645,0.023981078,0.0021282875,0.0023207883,0.019212065,0.008793343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0103856865,0.0015581747,0.0014696501,0.0040848544,0.004818429,0.012262598,0.0025513056,0.012724773,0.017690808],"category_scores_gemma":[0.045102764,0.00052951934,0.001351236,0.0013621593,0.0042729103,0.004085099,0.0026406555,0.019219475,0.006854225],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013536531,0.000011885742,0.0000368813,0.0000787711,0.0000063802067,0.00008988396,0.00003377261,0.00001075308,0.000028153423,0.00097599294,0.99380785,0.004906134],"study_design_scores_gemma":[0.000020783124,0.000018172104,0.00020537339,0.00033430647,0.000014483576,0.00016095978,0.00013588677,0.00006488247,0.000110397224,0.0012160836,0.9977062,0.000012310763],"about_ca_topic_score_codex":0.0015065229,"about_ca_topic_score_gemma":0.0038760111,"teacher_disagreement_score":0.017690808,"about_ca_system_score_codex":0.0038198754,"about_ca_system_score_gemma":0.004499108,"threshold_uncertainty_score":0.05918163},"labels":[],"label_agreement":null},{"id":"W1520917575","doi":"10.15353/joci.v7i1-2.2569","title":"The Development of an Information System for the Solidarity Economy Movement","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social and Economic Solidarity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Solidarity; Solidarity economy; Movement (music); Process (computing); Virtual community; Economic system; Economy; Political science; Computer science; Economics; The Internet; World Wide Web","score_opus":0.08400545957392985,"score_gpt":0.29638881915917287,"score_spread":0.21238335958524301,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520917575","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13793443,0.0021849303,0.66792786,0.022987558,0.0009397439,0.0024923482,0.0009486484,0.010380239,0.15420431],"genre_scores_gemma":[0.5677935,0.0010370308,0.41072682,0.0010388041,0.00029026959,0.00075726944,0.0018860383,0.0007795371,0.015690807],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98951787,0.006016488,0.00078715786,0.0007398875,0.0023823713,0.00055629615],"domain_scores_gemma":[0.98229617,0.008343372,0.0014762112,0.003059023,0.003043908,0.0017812385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018112674,0.00037000034,0.00043185212,0.0051655397,0.0035126314,0.0090797115,0.0015947388,0.0016191432,0.0038557465],"category_scores_gemma":[0.02446531,0.00046170971,0.00050363026,0.0041220123,0.0026421857,0.012977677,0.0062981183,0.002510126,0.0015434956],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021504115,0.00054065074,0.009018919,0.0004636179,0.00006043685,0.0005592686,0.018505087,0.0058235903,0.006876275,0.501457,0.021900654,0.43457952],"study_design_scores_gemma":[0.00012059676,0.0005656778,0.010749831,0.0010750353,0.000093947725,0.00056733965,0.007834378,0.05783323,0.00821161,0.10066978,0.8120426,0.00023595177],"about_ca_topic_score_codex":0.0071170935,"about_ca_topic_score_gemma":0.0045479955,"teacher_disagreement_score":0.018112674,"about_ca_system_score_codex":0.0043460145,"about_ca_system_score_gemma":0.010295203,"threshold_uncertainty_score":0.09579015},"labels":[],"label_agreement":null},{"id":"W1521851304","doi":"10.15353/joci.v2i1.2103","title":"A Review of New Zealands Digital Strategy","year":2005,"lang":"en","type":"review","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"ICTS; Government (linguistics); Digital strategy; Technology strategy; Political science; E-Government; Public relations; Information and Communications Technology; Business; Strategic management; Marketing; Law","score_opus":0.10937066374306616,"score_gpt":0.33517290722154897,"score_spread":0.22580224347848282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1521851304","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034941683,0.9911807,0.00012744585,0.0011949509,0.0003270289,0.00002719756,0.00006166353,0.000009135377,0.0067224894],"genre_scores_gemma":[0.0020370916,0.9956624,0.0002671176,0.00032018393,0.00008626193,0.000021134114,0.000057660898,0.000002465376,0.0015456927],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986526,0.0001859325,0.0002032376,0.000097555116,0.00079350715,0.00006728148],"domain_scores_gemma":[0.99750215,0.0009000183,0.00040204314,0.00006839346,0.0009435228,0.00018381825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027687266,0.001042895,0.0016212696,0.008651438,0.00074131374,0.0027837418,0.0011913888,0.0012678795,0.0057768906],"category_scores_gemma":[0.005462069,0.0004421565,0.00051182986,0.016566845,0.0013298227,0.0028475379,0.0010302523,0.00084673596,0.0014698382],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044880195,0.000045324818,0.00043791722,0.040702168,0.00006188224,0.00037870268,0.0009767821,0.00042715037,0.00053054735,0.010938173,0.10666312,0.83879334],"study_design_scores_gemma":[0.000007730992,0.0000376013,0.0026459317,0.011565405,0.000048163114,0.00027749073,0.00039029092,0.000040153387,0.00007510317,0.00097034755,0.9839267,0.000015070235],"about_ca_topic_score_codex":0.052529898,"about_ca_topic_score_gemma":0.099676006,"teacher_disagreement_score":0.052529898,"about_ca_system_score_codex":0.006076802,"about_ca_system_score_gemma":0.015641058,"threshold_uncertainty_score":0.10444826},"labels":[],"label_agreement":null},{"id":"W1522416066","doi":"10.15353/joci.v10i3.3442","title":"Community-based Pedestrian Mapmaking","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Pedestrian; Cartography; Geography; Digital mapping; Perception; Mobile mapping; Computer science; Telecommunications; Global Positioning System; Psychology","score_opus":0.069968525358073,"score_gpt":0.328946007063815,"score_spread":0.258977481705742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1522416066","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4436317,0.0013013779,0.35368353,0.002372794,0.00046932642,0.0014755299,0.003093932,0.0043517696,0.1896201],"genre_scores_gemma":[0.826552,0.00034853898,0.15988752,0.000061895065,0.000041918378,0.00020280933,0.0011814904,0.00013187769,0.011592036],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987676,0.0005201487,0.00004783294,0.00025282206,0.0002728907,0.00013871684],"domain_scores_gemma":[0.9975321,0.00061842223,0.00020047766,0.00052748056,0.0006932027,0.0004283224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002154285,0.00046144554,0.0005047041,0.0038671293,0.0026145258,0.0030234235,0.0014971251,0.0007576015,0.011589171],"category_scores_gemma":[0.005997526,0.00032386166,0.0004833457,0.00438514,0.0007752975,0.003007864,0.0046633165,0.0005327023,0.0019742204],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078174844,0.00083342096,0.03888243,0.00092609925,0.00017450802,0.0011693757,0.032444846,0.024664793,0.0048445617,0.07629825,0.03904724,0.77993274],"study_design_scores_gemma":[0.00034096045,0.0006787103,0.045488726,0.00078054145,0.00031828842,0.0013198131,0.08214373,0.20715213,0.0102479905,0.185627,0.46561417,0.00028796316],"about_ca_topic_score_codex":0.013134714,"about_ca_topic_score_gemma":0.030697621,"teacher_disagreement_score":0.013134714,"about_ca_system_score_codex":0.0009696803,"about_ca_system_score_gemma":0.0021510106,"threshold_uncertainty_score":0.038769662},"labels":[],"label_agreement":null},{"id":"W1522576831","doi":"10.15353/joci.v9i2.3168","title":"Decreasing Health Disparities through Technology: Building a Community Health Website","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Web and Library Services","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Interactive kiosk; Outreach; Health equity; The Internet; Public relations; Citizen journalism; Health care; Public health; Health education; Community health; Community-based participatory research; Health promotion; Health information; Participatory action research; Business; Sociology; Medicine; Political science; Nursing; World Wide Web; Computer science","score_opus":0.04207644073337841,"score_gpt":0.310158181825174,"score_spread":0.2680817410917956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1522576831","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73955613,0.0009856685,0.123266734,0.022183185,0.00075333484,0.008512639,0.00058707217,0.012614632,0.09154063],"genre_scores_gemma":[0.430555,0.0010559113,0.5524229,0.002379249,0.00027196037,0.0026415219,0.00087936444,0.0006330295,0.009161103],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9965719,0.0021839552,0.00018677133,0.00021465085,0.0005771552,0.0002655685],"domain_scores_gemma":[0.9899686,0.003938649,0.0004606238,0.00098917,0.0014715304,0.00317141],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071768374,0.0005389215,0.0003188836,0.0019064415,0.0021963145,0.0032740266,0.0017635118,0.0014844333,0.0069837933],"category_scores_gemma":[0.011140662,0.0004205636,0.00063721434,0.0010033188,0.00080919237,0.0054167253,0.0041206502,0.0014584506,0.0015139349],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019918194,0.019917604,0.048180923,0.0009228698,0.00009096535,0.0010192287,0.008886086,0.0018372274,0.008776448,0.004436106,0.044718847,0.86101454],"study_design_scores_gemma":[0.0020740496,0.021115337,0.1370669,0.003898607,0.0012672355,0.005759994,0.045903187,0.06826353,0.040159844,0.023504592,0.6500832,0.0009034819],"about_ca_topic_score_codex":0.0020705075,"about_ca_topic_score_gemma":0.003900534,"teacher_disagreement_score":0.0071768374,"about_ca_system_score_codex":0.0006443338,"about_ca_system_score_gemma":0.005375897,"threshold_uncertainty_score":0.037955165},"labels":[],"label_agreement":null},{"id":"W1523299508","doi":"10.15353/joci.v8i2.3046","title":"Open Data - what the citizens really want","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Open data; Transparency (behavior); Infographic; Blueprint; Open government; Voting; Computer science; Data science; Work (physics); World Wide Web; Internet privacy; Public relations; Political science; Computer security; Engineering; Data mining","score_opus":0.15684867938314134,"score_gpt":0.38455423772933883,"score_spread":0.2277055583461975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1523299508","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03527513,0.0039034765,0.12053064,0.61668193,0.0055364314,0.0014705269,0.0025246812,0.002521055,0.2115562],"genre_scores_gemma":[0.55768895,0.0055420576,0.15631866,0.1663855,0.003846993,0.003470601,0.0046270397,0.0034051605,0.09871502],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9505565,0.030096104,0.0022450048,0.0032761733,0.009821853,0.004004437],"domain_scores_gemma":[0.91544074,0.031293016,0.0028207977,0.021128079,0.0152997365,0.014017673],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.050603602,0.0006532528,0.00109788,0.0018638506,0.009206629,0.025489002,0.0026757405,0.0075073047,0.016115338],"category_scores_gemma":[0.074416205,0.0010541149,0.0011707324,0.0037140662,0.012107826,0.046923965,0.017638966,0.010032189,0.009127608],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002864742,0.0004324821,0.013789555,0.0015021481,0.000068315174,0.0005214882,0.044693258,0.0005053184,0.0027420786,0.5199283,0.23622245,0.17930818],"study_design_scores_gemma":[0.000040647137,0.00008519051,0.0018619655,0.0009109043,0.00002217217,0.00020922345,0.030014707,0.0004080144,0.0013671176,0.13419798,0.8308086,0.00007349135],"about_ca_topic_score_codex":0.0034768858,"about_ca_topic_score_gemma":0.0038125631,"teacher_disagreement_score":0.9973243,"about_ca_system_score_codex":0.0046305247,"about_ca_system_score_gemma":0.010421067,"threshold_uncertainty_score":0.26762062},"labels":[],"label_agreement":null},{"id":"W1523556799","doi":"10.15353/joci.v3i3.2358","title":"Editorial: Community Informatics with a Latin American Accent","year":2007,"lang":"en","type":"editorial","venue":"The Journal of Community Informatics","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stress (linguistics); Latin Americans; Linguistics; Informatics; Political science; Library science; Computer science; Philosophy; Law","score_opus":0.020429518256375557,"score_gpt":0.28477256793482564,"score_spread":0.26434304967845007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1523556799","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000053227588,0.0029575648,0.00008639039,0.03873756,0.95578605,0.000026557318,0.000031088737,0.000038639195,0.002282973],"genre_scores_gemma":[0.0007862678,0.002907305,0.0001035755,0.031456057,0.9545419,0.000039718503,0.00003943362,0.000039942235,0.010085658],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99563736,0.0008262214,0.0005036915,0.00041878334,0.0021963047,0.0004175851],"domain_scores_gemma":[0.97999406,0.006117586,0.0016222238,0.0004549626,0.008460904,0.003350326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0063736336,0.0037549604,0.0045560724,0.004793827,0.00452705,0.008349957,0.0032646754,0.015412123,0.014597639],"category_scores_gemma":[0.022119049,0.0010344189,0.0025718503,0.0020900588,0.0032095874,0.0034205038,0.0019775133,0.018454265,0.010872258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002177275,0.000013797773,0.000026799898,0.00010768764,0.000012491704,0.00012653817,0.000009527098,0.000009632756,0.000021773352,0.00018301207,0.99727964,0.0021874402],"study_design_scores_gemma":[0.00010323885,0.000029365967,0.0003500525,0.0004748011,0.00008264174,0.00037085495,0.000088417706,0.00011136379,0.000087686974,0.0005777922,0.9977049,0.000018925102],"about_ca_topic_score_codex":0.0017345416,"about_ca_topic_score_gemma":0.004817126,"teacher_disagreement_score":0.015412123,"about_ca_system_score_codex":0.0027328974,"about_ca_system_score_gemma":0.0035804403,"threshold_uncertainty_score":0.048833907},"labels":[],"label_agreement":null},{"id":"W1524265878","doi":"10.15353/joci.v9i2.3170","title":"‘MYBus’: Young People's Mobile Health, Wellbeing and Digital Inclusion","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Youth Education and Societal Dynamics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Sociology; Laptop; Redress; Social capital; Digital media; Public relations; Internet privacy; Political science; Gender studies; Computer science; Social science; World Wide Web","score_opus":0.02316658942529505,"score_gpt":0.32968320901247206,"score_spread":0.306516619587177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1524265878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99165314,0.00043072194,0.0004189046,0.0008162963,0.00002180509,0.000046748428,0.000036431957,0.0000048418224,0.00657114],"genre_scores_gemma":[0.997511,0.00042340573,0.00025953236,0.00017254881,0.000009553158,0.000044026994,0.000018943867,0.0000043385753,0.0015566581],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99838555,0.000998661,0.000058483747,0.00010087196,0.00012597251,0.00033058465],"domain_scores_gemma":[0.99891615,0.00047211736,0.00020109113,0.00005974011,0.00009052917,0.00026043685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001808808,0.0002896197,0.00040619576,0.0010490742,0.006465306,0.00384011,0.00053652056,0.000932155,0.0024078486],"category_scores_gemma":[0.002586606,0.00036195427,0.00023518044,0.0010571274,0.004612654,0.0035008076,0.005939718,0.0011904609,0.00017596256],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000116766505,0.000030057998,0.014427604,0.00005597602,0.000003229447,0.00074002345,0.9766416,0.000013061574,0.00022484925,0.0017983282,0.00035370883,0.005700019],"study_design_scores_gemma":[0.0000022718507,0.000049548704,0.010779982,0.00007319829,0.0000052539913,0.0003811609,0.9778401,0.000027696324,0.00010080634,0.00022789012,0.0105047375,0.0000074009117],"about_ca_topic_score_codex":0.032254618,"about_ca_topic_score_gemma":0.06158369,"teacher_disagreement_score":0.032254618,"about_ca_system_score_codex":0.0019282125,"about_ca_system_score_gemma":0.0019473465,"threshold_uncertainty_score":0.0641337},"labels":[],"label_agreement":null},{"id":"W1525221529","doi":"10.15353/joci.v10i1.2670","title":"Research Methods: Information, systems and contexts","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Intersection (aeronautics); Resource (disambiguation); Information system; Knowledge management; Computer science; Management science; Sociology; Engineering ethics; Data science; Political science; Engineering","score_opus":0.10381345892898847,"score_gpt":0.4394386093599245,"score_spread":0.33562515043093605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1525221529","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003478085,0.10155833,0.6263474,0.11585375,0.0125475675,0.007543686,0.0014066852,0.0010942693,0.13017017],"genre_scores_gemma":[0.08807476,0.059779815,0.7572836,0.028238183,0.008238061,0.029336458,0.0007476586,0.0010012906,0.027300209],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.8018223,0.16231431,0.012155885,0.0060269437,0.01671865,0.0009619696],"domain_scores_gemma":[0.80403155,0.14455365,0.0069120545,0.028076338,0.013638428,0.0027879754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.12401044,0.0016347296,0.0023566755,0.0071407435,0.0033907099,0.02191045,0.003099003,0.006573463,0.013638221],"category_scores_gemma":[0.18198834,0.001481932,0.0008831734,0.011096737,0.02354203,0.022142231,0.011566438,0.010930908,0.0071897875],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006214868,0.00009802168,0.00062570185,0.0071624583,0.00010562416,0.00011547011,0.012874874,0.000325175,0.0007374124,0.73853964,0.055935435,0.1834181],"study_design_scores_gemma":[0.000076461205,0.00009451049,0.00091829256,0.0101641165,0.00007810211,0.0004584073,0.0054153535,0.0007463679,0.0004877594,0.4097499,0.57174146,0.00006927062],"about_ca_topic_score_codex":0.002028079,"about_ca_topic_score_gemma":0.0017630006,"teacher_disagreement_score":0.12401044,"about_ca_system_score_codex":0.0071243085,"about_ca_system_score_gemma":0.01713772,"threshold_uncertainty_score":0.6558378},"labels":[],"label_agreement":null},{"id":"W1525825209","doi":"10.15353/joci.v8i1.3070","title":"Seniors Skyping: A Professional, Academic, and Community Collaboration","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"China; Medical education; Library science; Sociology; Engineering ethics; Psychology; Engineering; Political science; Medicine; Computer science","score_opus":0.04513934700609368,"score_gpt":0.35827306101950357,"score_spread":0.3131337140134099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1525825209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9736897,0.0004006643,0.0018975887,0.004864468,0.0002985047,0.00043844598,0.00009004142,0.000107378095,0.018213216],"genre_scores_gemma":[0.9826414,0.00040589867,0.0038186822,0.0014457437,0.00011561615,0.0002674047,0.000089658584,0.000027881248,0.0111876745],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9937411,0.0034356986,0.00015136563,0.00040907014,0.0005320261,0.001730673],"domain_scores_gemma":[0.98605853,0.0010386658,0.00043660952,0.0004960303,0.0007032422,0.011266946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007228318,0.0004922447,0.00042887474,0.0016596201,0.021063518,0.0046958397,0.0013473455,0.0016682746,0.004957999],"category_scores_gemma":[0.0060402607,0.00038721264,0.0004227627,0.001571333,0.0036289075,0.0034936054,0.016361572,0.0021881661,0.00064089394],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023772374,0.0019036588,0.044865683,0.00035847217,0.00004370068,0.0021898446,0.79097694,0.00009737377,0.0027363193,0.0056711454,0.021922572,0.12899655],"study_design_scores_gemma":[0.00005254961,0.0009016625,0.024552224,0.00010736756,0.00001519397,0.0006039625,0.9090071,0.00015427893,0.00047050416,0.0016461582,0.06245534,0.000033680088],"about_ca_topic_score_codex":0.009969981,"about_ca_topic_score_gemma":0.04316096,"teacher_disagreement_score":0.021063518,"about_ca_system_score_codex":0.0022799768,"about_ca_system_score_gemma":0.014855229,"threshold_uncertainty_score":0.03822744},"labels":[],"label_agreement":null},{"id":"W1526000080","doi":"10.15353/joci.v1i2.2045","title":"Sustaining and transforming a community network: The information continuum model and the case of VICNET","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Informatics; Agency (philosophy); Work (physics); Computer science; Sociology; Political science; Knowledge management; Management science; Public relations; Engineering; Social science","score_opus":0.028836670165732634,"score_gpt":0.2953522835316377,"score_spread":0.26651561336590507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526000080","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30884922,0.00087588903,0.069937155,0.028561167,0.00012933862,0.00025945908,0.00009047641,0.00010393135,0.5911934],"genre_scores_gemma":[0.98140115,0.00021785358,0.0059562316,0.0003490294,0.00001564488,0.00009206081,0.0000203054,0.00001592958,0.011931684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99601907,0.00271421,0.000051687068,0.00022507086,0.00043862965,0.00055140344],"domain_scores_gemma":[0.9962153,0.0020039638,0.00028234586,0.00032587623,0.0002853612,0.0008871745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045248736,0.00025517156,0.00025884857,0.0013789573,0.009349484,0.00796268,0.0017887147,0.0037077407,0.005512865],"category_scores_gemma":[0.007114496,0.00027423416,0.00039008085,0.0016921198,0.01859684,0.010998296,0.007911864,0.001896864,0.0004635526],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011808828,0.000017370057,0.0004715495,0.000012044331,0.0000013414011,0.00045011425,0.006974705,0.0014119792,0.0000605005,0.9871377,0.0006450194,0.0028057857],"study_design_scores_gemma":[0.000032651384,0.000058775804,0.0005911796,0.00012686943,0.0000084326275,0.00087587594,0.04234034,0.022351881,0.00031092664,0.83803785,0.09523394,0.000031313957],"about_ca_topic_score_codex":0.021442229,"about_ca_topic_score_gemma":0.021431476,"teacher_disagreement_score":0.021442229,"about_ca_system_score_codex":0.01079771,"about_ca_system_score_gemma":0.0055781025,"threshold_uncertainty_score":0.07834321},"labels":[],"label_agreement":null},{"id":"W1526150325","doi":"10.15353/joci.v9i1.3181","title":"Application of Activity Theory in Understanding Online Communities of Practice: A Case of Feminism","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Feminism; Empowerment; Extant taxon; Facilitation; Gender studies; Sociology; Proposition; Online community; Women's empowerment; Psychology; Political science; Epistemology","score_opus":0.1000435943163291,"score_gpt":0.3942071998592892,"score_spread":0.2941636055429601,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526150325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45820308,0.0028510063,0.18415086,0.030417323,0.0002741037,0.00053046417,0.00007301784,0.00008740242,0.32341272],"genre_scores_gemma":[0.9829122,0.00041329328,0.011930201,0.00033666054,0.000035810644,0.00017106213,0.000010512948,0.000024324416,0.0041659637],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98652077,0.011662406,0.00016743873,0.00045526633,0.0006503772,0.0005437498],"domain_scores_gemma":[0.985113,0.012551352,0.00055598374,0.0009068182,0.0004188892,0.00045397782],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011987743,0.0005624941,0.0004917596,0.0029202118,0.010495834,0.0078526605,0.0019498634,0.0038989703,0.003122936],"category_scores_gemma":[0.009519725,0.00041590747,0.00057275046,0.002578866,0.044523213,0.013165047,0.007589295,0.0026544756,0.00027819935],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020180638,0.00004951502,0.0018705968,0.00008170836,0.0000051798515,0.0013676393,0.39767665,0.00034179052,0.0003106006,0.58717954,0.0004805996,0.010616043],"study_design_scores_gemma":[0.000039036866,0.000100422185,0.0028611522,0.00061767263,0.000017805536,0.0019938545,0.46737286,0.004421451,0.00091489876,0.37231138,0.14931343,0.0000360198],"about_ca_topic_score_codex":0.0038574627,"about_ca_topic_score_gemma":0.0047606886,"teacher_disagreement_score":0.011987743,"about_ca_system_score_codex":0.0048039886,"about_ca_system_score_gemma":0.002837763,"threshold_uncertainty_score":0.063398},"labels":[],"label_agreement":null},{"id":"W1526920615","doi":"10.15353/joci.v8i2.3040","title":"Guidelines for Designing Deliberative Digital Habitats: Learning from e-Participation for Open Data Initiatives","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Grassroots; Deliberation; Dimension (graph theory); Scholarship; Field (mathematics); Democracy; Sociology; Political science; Deliberative democracy; Public participation; Citizen science; Public relations; Management science; Computer science; Engineering; Politics; Mathematics","score_opus":0.47329427291176024,"score_gpt":0.4999669943495533,"score_spread":0.026672721437793034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526920615","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0063336813,0.0019301068,0.8563953,0.0357217,0.00066940626,0.012904042,0.0004737957,0.0018264824,0.08374544],"genre_scores_gemma":[0.032513957,0.0012232555,0.9499548,0.001757972,0.000058764042,0.008645077,0.00030111888,0.0003576194,0.0051874663],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.88468605,0.09439404,0.009209205,0.0025645993,0.0068855924,0.002260576],"domain_scores_gemma":[0.84163797,0.105718955,0.00684095,0.016836835,0.022850733,0.0061146365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09053244,0.0021860944,0.0014530475,0.008048717,0.0097295595,0.017681397,0.0065745437,0.012286293,0.014250525],"category_scores_gemma":[0.13800971,0.0023586955,0.0024108696,0.006943874,0.019369656,0.023171326,0.01308879,0.009212499,0.008689271],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009042332,0.00043928655,0.0020953044,0.0047927424,0.00005812912,0.0011938774,0.07994436,0.0042334385,0.0016916877,0.6434394,0.045867484,0.21615382],"study_design_scores_gemma":[0.00014661135,0.00011655426,0.000833507,0.008905226,0.000052181298,0.00058410445,0.052347757,0.0039367015,0.0023147317,0.37487534,0.5557003,0.00018702085],"about_ca_topic_score_codex":0.006612025,"about_ca_topic_score_gemma":0.017774986,"teacher_disagreement_score":0.09053244,"about_ca_system_score_codex":0.0068699983,"about_ca_system_score_gemma":0.01964599,"threshold_uncertainty_score":0.478787},"labels":[],"label_agreement":null},{"id":"W1527000431","doi":"10.15353/joci.v1i2.2053","title":"Open letter to Prime Minister Paul Martin: Broadband connectivity in aboriginal communities","year":2005,"lang":"en","type":"letter","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Health Canada; Australian Government","keywords":"Prime minister; Prime (order theory); Broadband; Telecommunications; Sociology; Media studies; Political science; Theology; Law; Engineering; Philosophy; Mathematics; Politics; Combinatorics","score_opus":0.03211811757257161,"score_gpt":0.29790346691859704,"score_spread":0.26578534934602543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1527000431","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014198861,0.0013745927,0.00019095962,0.96424407,0.013200899,0.00006775638,0.00010055382,0.00005858818,0.019342659],"genre_scores_gemma":[0.0072346507,0.00085465854,0.00030897776,0.8156396,0.0064355857,0.00012276972,0.000043797234,0.000055135686,0.16930477],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953941,0.00085243944,0.00029704423,0.0004410623,0.0012321632,0.0017832463],"domain_scores_gemma":[0.98902434,0.004969044,0.00069399417,0.00026315838,0.0020002679,0.003049116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037468656,0.00091923523,0.0012415863,0.0006134795,0.013430278,0.006770553,0.0021659713,0.06476591,0.022227662],"category_scores_gemma":[0.022799501,0.0012806065,0.0011469191,0.00066835096,0.0024735406,0.0045377943,0.0046322304,0.045602836,0.008100877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002853185,0.000029601251,0.0003018357,0.00006240511,0.000005166305,0.0007661753,0.0015248895,0.00003298176,0.0002125791,0.005226459,0.9873289,0.0044805706],"study_design_scores_gemma":[0.000025265794,0.00006846003,0.0016222222,0.00029827008,0.000015429565,0.00028791072,0.0032748985,0.000102909056,0.00013436869,0.0019521817,0.9921788,0.000039362993],"about_ca_topic_score_codex":0.0741963,"about_ca_topic_score_gemma":0.115046374,"teacher_disagreement_score":0.9937413,"about_ca_system_score_codex":0.006258709,"about_ca_system_score_gemma":0.016045574,"threshold_uncertainty_score":0.14752889},"labels":[],"label_agreement":null},{"id":"W1527029308","doi":"10.15353/joci.v5i2.2455","title":"Managing Changes in First Nations’ Health Care Needs: Is Telehealth the Answer?","year":2009,"lang":"fr","type":"article","venue":"The Journal of Community Informatics","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Telehealth; Primary care; Primary health care; Political science; Humanities; Health care; Healthcare system; Medicine; Telemedicine; Family medicine; Art","score_opus":0.061005039753696436,"score_gpt":0.39382529676289724,"score_spread":0.3328202570092008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1527029308","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005409074,0.049500275,0.0020330586,0.9263536,0.0027902725,0.00004223033,0.00018128195,0.00007393426,0.013616189],"genre_scores_gemma":[0.3152313,0.3366578,0.01761859,0.29920366,0.017156778,0.0004650338,0.0009231964,0.00021773633,0.0125259245],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9950258,0.0027136933,0.00022670024,0.00035354067,0.00089226995,0.00078803475],"domain_scores_gemma":[0.96053153,0.025451683,0.002254779,0.0011685742,0.0045452146,0.0060481015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007587134,0.0004887655,0.00076992257,0.0013712007,0.002387885,0.008258622,0.0015179181,0.007137215,0.019642686],"category_scores_gemma":[0.038950983,0.0003368547,0.00086794095,0.0018934329,0.0039377557,0.013341823,0.004918007,0.007869548,0.0024477548],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002429406,0.0003341066,0.012388704,0.0054127024,0.00022010559,0.0004954228,0.0061745597,0.0006645482,0.00052606175,0.051011164,0.2585775,0.66395223],"study_design_scores_gemma":[0.00014960815,0.000530703,0.023756126,0.022948263,0.00027106458,0.001102022,0.045275163,0.0015703177,0.0007329367,0.12706411,0.7763769,0.00022270512],"about_ca_topic_score_codex":0.008403214,"about_ca_topic_score_gemma":0.010088529,"teacher_disagreement_score":0.99159676,"about_ca_system_score_codex":0.0040092804,"about_ca_system_score_gemma":0.010050192,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W1527316157","doi":"10.15353/joci.v8i2.3043","title":"Mapping the Tso Kar basin in Ladakh","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Wetland; Geography; Structural basin; Altitude (triangle); Ecosystem; Environmental resource management; Remote sensing; Environmental planning; Ecology; Environmental science; Geology; Biology","score_opus":0.0321957424800812,"score_gpt":0.23895061443990237,"score_spread":0.20675487195982117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1527316157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99567175,0.00005660152,0.00031851008,0.000077369536,0.000003926014,0.00001869169,0.00039164838,0.00003930017,0.0034223194],"genre_scores_gemma":[0.9985983,0.000046025332,0.0005040956,0.00001790818,0.0000013459087,0.000014484559,0.00027078777,0.0000032713394,0.00054387853],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998441,0.00002849919,0.000010069205,0.000027483622,0.00002123806,0.000068727175],"domain_scores_gemma":[0.9998734,0.000028515793,0.00002829523,0.000011899356,0.000026729338,0.000031194468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012800709,0.00016124202,0.00013259056,0.0012083311,0.0008429869,0.0009039879,0.0002629506,0.00020442544,0.001196668],"category_scores_gemma":[0.00031193672,0.000115116105,0.00014150186,0.0018635197,0.00039007116,0.00026608133,0.0008708755,0.0001465665,0.0001980937],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016947914,0.00013400028,0.8834608,0.00025563926,0.000059385187,0.0017930493,0.015406513,0.003098866,0.017765244,0.0015870779,0.0028436142,0.073426306],"study_design_scores_gemma":[0.000010432013,0.00005775543,0.9629915,0.00004157049,0.00003267239,0.00046180488,0.028230874,0.0022235466,0.0013797161,0.00024603956,0.0043092244,0.000014886869],"about_ca_topic_score_codex":0.07540223,"about_ca_topic_score_gemma":0.1614424,"teacher_disagreement_score":0.07540223,"about_ca_system_score_codex":0.00057487574,"about_ca_system_score_gemma":0.0011607053,"threshold_uncertainty_score":0.14992666},"labels":[],"label_agreement":null},{"id":"W1527513455","doi":"10.15353/joci.v2i1.2095","title":"Community Informatics and the World Summit on the Information Society","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Summit; Informatics; Information society; Political science; Health informatics; Library science; Geography; Computer science; Cartography; Law","score_opus":0.034920491660434295,"score_gpt":0.2466937482492393,"score_spread":0.211773256588805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1527513455","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009768419,0.017552966,0.0008801211,0.7374494,0.07780884,0.00017336497,0.0006484475,0.00007277173,0.15564568],"genre_scores_gemma":[0.2793445,0.021712124,0.0026549227,0.2494556,0.05444104,0.0010747246,0.002285369,0.00043676718,0.38859504],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98522806,0.0031509076,0.00029121045,0.0006613665,0.0059482413,0.0047201747],"domain_scores_gemma":[0.9705104,0.0063280542,0.0008057988,0.0013136909,0.006047723,0.014994217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021027245,0.0013069957,0.0010336353,0.0039925207,0.013651068,0.013413854,0.0017829328,0.014698081,0.023525106],"category_scores_gemma":[0.032026976,0.00046984793,0.0011870152,0.004835498,0.006182495,0.007746889,0.014726407,0.020689836,0.0025437581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000088626526,0.0001268512,0.0007613304,0.00009792136,0.000018085304,0.00014797237,0.001523056,0.00010176142,0.00008353417,0.046928864,0.9311663,0.018955596],"study_design_scores_gemma":[0.000042244483,0.00004320935,0.0045484314,0.00022855979,0.000019658817,0.000035683035,0.004675539,0.00009024068,0.00016716242,0.009855786,0.9802507,0.000042874974],"about_ca_topic_score_codex":0.072625384,"about_ca_topic_score_gemma":0.2146803,"teacher_disagreement_score":0.072625384,"about_ca_system_score_codex":0.01144953,"about_ca_system_score_gemma":0.026875403,"threshold_uncertainty_score":0.14440536},"labels":[],"label_agreement":null},{"id":"W1528559802","doi":"10.15353/joci.v11i1.2857","title":"From Digital Divide to Digital Inclusion and Beyond","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digital divide; Socioeconomic status; ICTS; Digital inclusion; Inclusion (mineral); Ideology; Inequality; The Internet; Sociology; Information and Communications Technology; Social inequality; Information society; Telecommunications; Multimedia; Computer science; Internet privacy; Political science; Social science; World Wide Web; Politics; Mathematics","score_opus":0.02245417379337637,"score_gpt":0.2534043087304241,"score_spread":0.23095013493704772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528559802","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052494414,0.26354873,0.008620292,0.16385633,0.0029659625,0.00007005294,0.00010234,0.000049091843,0.50829285],"genre_scores_gemma":[0.7576486,0.20159048,0.0032692791,0.014358471,0.0023643165,0.00015845538,0.00008813493,0.00003658724,0.020485705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959337,0.0019926592,0.00019837088,0.00034013172,0.001106445,0.0004287141],"domain_scores_gemma":[0.9962878,0.0026129836,0.00032355968,0.00017318374,0.00037211564,0.00023039021],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028082978,0.00045704874,0.0007365051,0.004537191,0.005815109,0.011912064,0.0010312629,0.0035051838,0.006795684],"category_scores_gemma":[0.0056357593,0.00017454532,0.00039571172,0.0067405025,0.028854266,0.018644411,0.010705054,0.0034834342,0.000576623],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008052173,0.000017184095,0.00043088282,0.00045330424,0.000004293579,0.00022938735,0.017059764,0.00007743407,0.00007144073,0.94994736,0.0026682713,0.02903261],"study_design_scores_gemma":[0.0000045127945,0.00002233061,0.0010796618,0.0034704667,0.000008226694,0.00040157,0.05243205,0.000103348415,0.00021281831,0.6771011,0.2651462,0.000017796081],"about_ca_topic_score_codex":0.002537209,"about_ca_topic_score_gemma":0.0023713287,"teacher_disagreement_score":0.011912064,"about_ca_system_score_codex":0.0036965057,"about_ca_system_score_gemma":0.0057259174,"threshold_uncertainty_score":0.026820123},"labels":[],"label_agreement":null},{"id":"W1529002746","doi":"10.15353/joci.v3i4.2354","title":"Some perspectives on understanding the adoption and implementation of ICT interventions in developing countries","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Psychological intervention; Context (archaeology); Developing country; Public relations; Intervention (counseling); Business; Political science; Economic growth; Psychology; Economics; Geography","score_opus":0.12633136651288837,"score_gpt":0.3436616795399708,"score_spread":0.21733031302708242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529002746","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12968953,0.0849104,0.041364983,0.56298554,0.00083559303,0.0009259308,0.00032725726,0.00008156747,0.17887929],"genre_scores_gemma":[0.91480786,0.044884924,0.020451397,0.016157322,0.00031794416,0.0012925301,0.000099225894,0.000025001675,0.0019638531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.8849214,0.104570396,0.0026991095,0.0013462979,0.0029512583,0.0035115846],"domain_scores_gemma":[0.89860874,0.08640774,0.0046074092,0.001764676,0.00673315,0.0018781831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07279801,0.0010934429,0.0011056088,0.004760958,0.0051174182,0.016644089,0.0032772024,0.0069473805,0.0036291988],"category_scores_gemma":[0.07882424,0.00069373735,0.0009869062,0.005811548,0.022217087,0.012378846,0.0075901216,0.007397445,0.000284191],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001160412,0.00032420552,0.010744899,0.0028311238,0.000059910708,0.0012365379,0.23623425,0.0022522015,0.0003168563,0.67006856,0.003393126,0.072422326],"study_design_scores_gemma":[0.00010240563,0.00064915523,0.013137261,0.0135357855,0.00013723332,0.0006200252,0.56484133,0.003976145,0.0015911657,0.27204722,0.12924401,0.000118181626],"about_ca_topic_score_codex":0.017350802,"about_ca_topic_score_gemma":0.0073146643,"teacher_disagreement_score":0.07279801,"about_ca_system_score_codex":0.012753206,"about_ca_system_score_gemma":0.015787488,"threshold_uncertainty_score":0.3849973},"labels":[],"label_agreement":null},{"id":"W1529095695","doi":"10.15353/joci.v9i4.3136","title":"Integration of ICT onto Curricula in the Western Cape Schools: The Activity Theory Perspective","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Enabling; Information and Communications Technology; Curriculum; Relevance (law); Pedagogy; Perspective (graphical); Technology integration; Sociology; Psychology; Political science; Educational technology; Computer science","score_opus":0.04493135359694063,"score_gpt":0.36563447686551087,"score_spread":0.32070312326857026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529095695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86324614,0.0018259047,0.0072218752,0.0033709551,0.000038314272,0.00019421498,0.00008427215,0.00002674512,0.123991564],"genre_scores_gemma":[0.9934087,0.00065271085,0.0017452104,0.000055830806,0.0000072423136,0.000059153495,0.000021940294,0.000005559832,0.004043734],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9977004,0.0011562267,0.00012545606,0.0002688865,0.0004221011,0.0003269742],"domain_scores_gemma":[0.9967925,0.0018751612,0.0006251038,0.00019261485,0.00021731597,0.00029728428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016508469,0.0006381682,0.00040384883,0.0051951315,0.004321767,0.009584529,0.001178044,0.00071942015,0.0033361602],"category_scores_gemma":[0.0058728335,0.0006324912,0.00035471894,0.0050185896,0.009080467,0.004474372,0.0032715609,0.00086844095,0.00018928142],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008523993,0.00035084455,0.07706064,0.000837433,0.000061738276,0.0035486512,0.5617905,0.0025570644,0.0021712463,0.2587885,0.0011227309,0.09162539],"study_design_scores_gemma":[0.00005409824,0.000197949,0.15696795,0.0022684298,0.000113853304,0.0010698176,0.68922895,0.0048721097,0.0015376648,0.03433603,0.1092845,0.00006861837],"about_ca_topic_score_codex":0.1097005,"about_ca_topic_score_gemma":0.10031486,"teacher_disagreement_score":0.1097005,"about_ca_system_score_codex":0.012694619,"about_ca_system_score_gemma":0.008611578,"threshold_uncertainty_score":0.21812397},"labels":[],"label_agreement":null},{"id":"W1530175151","doi":"10.15353/joci.v7i1-2.2562","title":"Participatory Development of Technologies as a Way to Increase Community Participation: the Cidade de Deus Web Portal Case","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Solidarity; Social capital; Participatory development; Sociology; Perspective (graphical); Process (computing); Knowledge management; Political science; World Wide Web; Social science; Computer science","score_opus":0.17990264227835578,"score_gpt":0.38314173978333926,"score_spread":0.20323909750498348,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1530175151","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.705404,0.001375415,0.058663838,0.0077106464,0.00017031415,0.0009839177,0.000110573,0.00015251231,0.22542877],"genre_scores_gemma":[0.97954065,0.00028623812,0.014462988,0.00021157408,0.000014381289,0.00022734352,0.000022436223,0.000015116589,0.005219226],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9807083,0.015953701,0.00020910421,0.0006012925,0.0012123216,0.0013151822],"domain_scores_gemma":[0.9890331,0.007014645,0.0007094885,0.00097543414,0.00062416086,0.0016431398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010568649,0.00046635434,0.00031459867,0.0022865487,0.009837907,0.0061837113,0.0012573093,0.0030986008,0.0031820284],"category_scores_gemma":[0.011046299,0.00034858516,0.00038954054,0.0024439017,0.0074745226,0.0037645572,0.009022313,0.00156043,0.00046981729],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004041777,0.0012968514,0.025986265,0.0006055434,0.000045048317,0.02585358,0.23794031,0.002979242,0.0040831342,0.621543,0.005451463,0.073811345],"study_design_scores_gemma":[0.00030098468,0.00075047446,0.014001077,0.0007363479,0.0000609612,0.013023723,0.3282853,0.010087053,0.0071703917,0.08893043,0.5364812,0.0001720949],"about_ca_topic_score_codex":0.004739121,"about_ca_topic_score_gemma":0.008149142,"teacher_disagreement_score":0.010568649,"about_ca_system_score_codex":0.0034367072,"about_ca_system_score_gemma":0.0032530325,"threshold_uncertainty_score":0.055893004},"labels":[],"label_agreement":null},{"id":"W1530263734","doi":"10.15353/joci.v10i2.2644","title":"The First Mile of Broadband Connectivity in Communities: Introduction to the Special Issue","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Assembly of First Nations; University of New Brunswick","funders":"","keywords":"Last mile (transportation); Mile; Telecommunications; Broadband; Broadband networks; Digital divide; Business; Engineering; The Internet; Computer science; Geography; World Wide Web","score_opus":0.012920340795595998,"score_gpt":0.23952378545954206,"score_spread":0.22660344466394605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1530263734","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004003246,0.13935924,0.0037700557,0.33460093,0.37008163,0.00019828044,0.0002956509,0.00020125389,0.14748974],"genre_scores_gemma":[0.051905494,0.23888719,0.00515544,0.09224292,0.42896748,0.00038826445,0.00061800913,0.00046525733,0.18136996],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99821186,0.0004309423,0.00012190625,0.00018522318,0.0007538998,0.0002962908],"domain_scores_gemma":[0.99444467,0.0022055428,0.0003278878,0.00019755984,0.0015344478,0.0012899282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019739114,0.00082293357,0.00065146317,0.0024663308,0.0059051546,0.010142827,0.0017212451,0.0071648406,0.01621554],"category_scores_gemma":[0.006588486,0.0004028783,0.0006046258,0.0023329852,0.0033181626,0.009342557,0.0051844204,0.0077367574,0.0037260659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007273816,0.000051732808,0.00058350334,0.0004244508,0.000004465752,0.00016934056,0.0013627708,0.00006048397,0.00010467601,0.021227054,0.9157247,0.060279537],"study_design_scores_gemma":[0.0000012448967,0.000015375655,0.000843414,0.00048786832,0.0000032377582,0.000183921,0.0017063455,0.000043231703,0.000040568142,0.0026762874,0.99398756,0.00001100176],"about_ca_topic_score_codex":0.008818717,"about_ca_topic_score_gemma":0.017229337,"teacher_disagreement_score":0.01621554,"about_ca_system_score_codex":0.0035233349,"about_ca_system_score_gemma":0.0059067416,"threshold_uncertainty_score":0.054246366},"labels":[],"label_agreement":null},{"id":"W1530578253","doi":"10.15353/joci.v3i3.2369","title":"Brazilian Digital Inclusion Public Policy: achievements and challenges","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Digital divide; Government (linguistics); General partnership; Universal design; Internet access; Citizen journalism; Digital inclusion; Information and Communications Technology; Public policy; Public relations; Business; The Internet; Capacity building; Public administration; Political science; Economic growth; Computer science; Sociology; Economics; World Wide Web; Finance","score_opus":0.05555044639350756,"score_gpt":0.32377943037235973,"score_spread":0.2682289839788522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1530578253","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13656874,0.058624767,0.0082468875,0.46259424,0.0010865864,0.00018808767,0.00051779364,0.00025048587,0.33192247],"genre_scores_gemma":[0.9593446,0.015540677,0.004657119,0.007038562,0.0004046611,0.00009421753,0.00019894939,0.000045773064,0.012675502],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99198115,0.0028274476,0.00042850245,0.00055165973,0.002550708,0.001660439],"domain_scores_gemma":[0.991222,0.0028582057,0.0008380277,0.0007041147,0.0029510253,0.0014266184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013314068,0.00038106643,0.0005050462,0.0027553549,0.0054143933,0.008835221,0.0012567951,0.0029235277,0.0034049936],"category_scores_gemma":[0.017111074,0.00032600318,0.00049959647,0.0035902406,0.0049443366,0.0038331628,0.006467772,0.002282171,0.0003832662],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034941666,0.00011509969,0.012448189,0.0011004956,0.00003034624,0.00042283713,0.014276132,0.0010488265,0.0008552125,0.7211011,0.018510453,0.23005632],"study_design_scores_gemma":[0.000019768166,0.000062501655,0.02465726,0.0023971412,0.00004962849,0.0003366527,0.02513261,0.0020580748,0.0011595953,0.08345678,0.8606184,0.000051642288],"about_ca_topic_score_codex":0.065222666,"about_ca_topic_score_gemma":0.049721614,"teacher_disagreement_score":0.065222666,"about_ca_system_score_codex":0.012990254,"about_ca_system_score_gemma":0.041111637,"threshold_uncertainty_score":0.12968606},"labels":[],"label_agreement":null},{"id":"W1531628130","doi":"10.15353/joci.v9i2.3175","title":"Socio-technical approach to community health: designing and developing a mobile care data application for home-based healthcare, in South Africa","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health care; Process (computing); Focus group; Nursing; Medicine; Business; Computer science; Marketing; Economic growth","score_opus":0.13306204893058887,"score_gpt":0.32814335356392244,"score_spread":0.19508130463333356,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1531628130","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9323515,0.00053705537,0.046066396,0.0040777023,0.0000486334,0.0018734245,0.00005495572,0.00009542939,0.014894919],"genre_scores_gemma":[0.9119432,0.0007068465,0.081464015,0.00039550752,0.000012897495,0.0009655707,0.00004381041,0.0000367672,0.004431272],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969946,0.0022684555,0.00010088371,0.0001604754,0.00025512275,0.00022032527],"domain_scores_gemma":[0.9973809,0.0016698102,0.0001797569,0.00010195345,0.0003089784,0.00035846035],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004602502,0.0005559768,0.00022047346,0.0013183696,0.0041621947,0.0027040064,0.00077412854,0.00095653767,0.0021156874],"category_scores_gemma":[0.0072840382,0.0004425004,0.00025662934,0.0006735361,0.0023742905,0.0016309803,0.0029683867,0.0007832749,0.000319711],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018896764,0.0021201714,0.03350238,0.0022210805,0.0000522825,0.008583578,0.63736004,0.0044785384,0.040098332,0.02177636,0.0026141787,0.2470041],"study_design_scores_gemma":[0.00017649954,0.002184403,0.034343284,0.0014442917,0.00012324534,0.004539814,0.7512873,0.013816326,0.02423186,0.012187235,0.15553454,0.00013128822],"about_ca_topic_score_codex":0.0045078793,"about_ca_topic_score_gemma":0.009963725,"teacher_disagreement_score":0.004602502,"about_ca_system_score_codex":0.002175051,"about_ca_system_score_gemma":0.0060926485,"threshold_uncertainty_score":0.02434069},"labels":[],"label_agreement":null},{"id":"W1532045748","doi":"10.15353/joci.v7i3.2602","title":"Conducting ICT Research in Community Networks: Reflections from a Long Term Study of the European Social Forum","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Work (physics); Globalization; Action (physics); Public relations; Ethnography; Information and Communications Technology; Sociology; Political science; Civil society; Field research; Action research; Engineering ethics; Social science; Engineering; Politics","score_opus":0.5096825903986484,"score_gpt":0.47221152498191965,"score_spread":0.03747106541672873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1532045748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704146,0.0006450433,0.002956326,0.011310287,0.0002731215,0.00025012056,0.00005806879,0.00004559141,0.0140469875],"genre_scores_gemma":[0.9944154,0.000324373,0.00072811585,0.0013317055,0.000082004095,0.00015651032,0.000029366303,0.00006460843,0.002867816],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9478863,0.04411701,0.00061376794,0.0016187193,0.0018742989,0.0038899241],"domain_scores_gemma":[0.8716487,0.10249847,0.004651533,0.0034221048,0.004543221,0.013235955],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04753871,0.0009966822,0.001101045,0.0037344212,0.035879195,0.017793318,0.003469251,0.007409443,0.0030911053],"category_scores_gemma":[0.088716984,0.0009789062,0.00056674116,0.0027619647,0.036530863,0.014475901,0.019519804,0.010094832,0.00057894865],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003648217,0.00012889686,0.0023435424,0.000048191567,0.0000042168194,0.0007384122,0.9876178,0.000043802116,0.0002681739,0.0025339818,0.0007118901,0.00552473],"study_design_scores_gemma":[0.000009470563,0.000056540557,0.0011837177,0.00007984668,0.0000029808125,0.00019974553,0.98591113,0.00008520541,0.00013498725,0.00088867656,0.011430422,0.000017413087],"about_ca_topic_score_codex":0.010756056,"about_ca_topic_score_gemma":0.017395355,"teacher_disagreement_score":0.04753871,"about_ca_system_score_codex":0.0068718996,"about_ca_system_score_gemma":0.006794268,"threshold_uncertainty_score":0.25141174},"labels":[],"label_agreement":null},{"id":"W1532821382","doi":"10.15353/joci.v3i1.2389","title":"Community Organizations in the Information Age: A study of community intermediaries in Canada","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Community Health and Development","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Human Resources and Skills Development Canada; Health Canada","keywords":"Intermediary; Community organization; Public relations; Government (linguistics); Business; Census; Focus group; Library science; Sociology; Political science; Marketing","score_opus":0.06460800120769421,"score_gpt":0.39305968117364787,"score_spread":0.32845167996595365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1532821382","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9868587,0.00053482223,0.00018926723,0.0023869798,0.000026335269,0.00015838169,0.00008510636,0.00000906079,0.009751325],"genre_scores_gemma":[0.9953296,0.0005171566,0.00026333882,0.000539589,0.000008338855,0.000046356206,0.000055997374,0.000010896203,0.0032287925],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9932187,0.0014235437,0.00016791625,0.0005756172,0.0015034276,0.0031107303],"domain_scores_gemma":[0.9880581,0.0022383507,0.0011013111,0.00022545653,0.0025450194,0.0058318386],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004427268,0.00048455803,0.00088431855,0.0038318736,0.04587124,0.012591432,0.002726586,0.0018685912,0.004645522],"category_scores_gemma":[0.008477753,0.0009007337,0.0003407547,0.006492233,0.010185202,0.0039165197,0.00751414,0.004232492,0.00035424565],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048870537,0.00029352037,0.032819573,0.0000703193,0.000005502389,0.0007214065,0.9514139,0.00003399171,0.00025222133,0.0032692424,0.0014865111,0.00958496],"study_design_scores_gemma":[0.000007914217,0.000035838526,0.020441331,0.00007783413,0.000005802099,0.0000661461,0.96866524,0.00013044475,0.00004804981,0.0001538628,0.0103493845,0.00001807582],"about_ca_topic_score_codex":0.9868858,"about_ca_topic_score_gemma":0.9941162,"teacher_disagreement_score":0.091374256,"about_ca_system_score_codex":0.091374256,"about_ca_system_score_gemma":0.16716671,"threshold_uncertainty_score":0.6629697},"labels":[],"label_agreement":null},{"id":"W1534044291","doi":"10.15353/joci.v6i3.2543","title":"Applying a Community Informatics Approach as Part of Rehabilitation in US Prisons","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prison; Government (linguistics); State (computer science); Socioeconomic status; Skepticism; Public relations; Digital divide; Political science; Population; Literacy; Prison population; Digital literacy; Functional illiteracy; Public administration; Psychology; Criminology; Medicine; Computer science; Law; Information and Communications Technology; Environmental health","score_opus":0.0510417764949044,"score_gpt":0.29175495781391136,"score_spread":0.24071318131900696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1534044291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9595607,0.00042138525,0.0016365264,0.009913907,0.00013528617,0.0012449682,0.00003763675,0.000121083685,0.026928484],"genre_scores_gemma":[0.98843133,0.00047703713,0.0039393846,0.0010514342,0.000033044766,0.00062229263,0.000026301428,0.000014193454,0.0054049464],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9956162,0.002605133,0.00015864565,0.00017752903,0.00027726326,0.0011651708],"domain_scores_gemma":[0.99453026,0.00087079604,0.0003584148,0.00028887283,0.00069906766,0.0032526192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004542736,0.0003480016,0.00033297233,0.0023433864,0.0140896095,0.003688517,0.0015146846,0.0013745662,0.0052612917],"category_scores_gemma":[0.008031311,0.00031350701,0.0003469417,0.0011127526,0.003203453,0.0022898265,0.0094597675,0.0023281013,0.00045984867],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025040322,0.009176102,0.061972722,0.0004961361,0.000032702726,0.0032281547,0.47112826,0.00046392198,0.00259679,0.0059759268,0.011046202,0.4336327],"study_design_scores_gemma":[0.00006391234,0.0026110425,0.07210553,0.0006913099,0.000033482545,0.0009480273,0.8814229,0.00072315783,0.0010519306,0.0027482614,0.037535276,0.000065250635],"about_ca_topic_score_codex":0.027256038,"about_ca_topic_score_gemma":0.12592657,"teacher_disagreement_score":0.027256038,"about_ca_system_score_codex":0.0055247354,"about_ca_system_score_gemma":0.020630687,"threshold_uncertainty_score":0.054194808},"labels":[],"label_agreement":null},{"id":"W1534214086","doi":"10.15353/joci.v6i3.2532","title":"Editorial: Special Issue Prato Conference","year":2011,"lang":"en","type":"editorial","venue":"The Journal of Community Informatics","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.09714268739260946,"score_gpt":0.3972025061415134,"score_spread":0.300059818748904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1534214086","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000044859287,0.0011158467,0.00007580187,0.022098692,0.9745137,0.00003069082,0.000042265045,0.00003782639,0.0020403932],"genre_scores_gemma":[0.00069501944,0.0019266357,0.00014276747,0.013964819,0.95701045,0.000045864457,0.0000643377,0.00006538859,0.026084779],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939492,0.0008393006,0.0007036323,0.0006282667,0.0033376683,0.0005419846],"domain_scores_gemma":[0.9758415,0.004770739,0.0017557985,0.00083527813,0.013166354,0.0036303338],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072246096,0.0035012017,0.0037543452,0.0043984903,0.0033106585,0.010303914,0.0032452291,0.01424048,0.032813642],"category_scores_gemma":[0.029179784,0.0012675939,0.0029333155,0.001533455,0.0022199326,0.004025064,0.001630447,0.016703865,0.024174448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000031374344,0.000017039676,0.000018702935,0.00008473312,0.000011279985,0.00010215843,0.00000522649,0.000015860807,0.00003326812,0.00013936676,0.9973611,0.0021798112],"study_design_scores_gemma":[0.000067780944,0.00003318355,0.0003526272,0.00025122985,0.000046880552,0.00023810634,0.000055381264,0.0001337176,0.00013943271,0.0006689238,0.997993,0.000019651343],"about_ca_topic_score_codex":0.0013116664,"about_ca_topic_score_gemma":0.004912624,"teacher_disagreement_score":0.032813642,"about_ca_system_score_codex":0.0027533874,"about_ca_system_score_gemma":0.004079457,"threshold_uncertainty_score":0.10977256},"labels":[],"label_agreement":null},{"id":"W1534273243","doi":"10.15353/joci.v10i1.2681","title":"Internet Access At Public Access Venues In A Developing Countries: Lessons from Yogyakarta, Indonesia","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Information and Communications Technology; Business; Internet users; Internet access; Urban area; Advertising; Internet privacy; Geography; World Wide Web; Computer science","score_opus":0.07558609841743048,"score_gpt":0.3233138359571679,"score_spread":0.24772773753973742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1534273243","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9859131,0.0010038948,0.00008713779,0.0006764913,0.0000163666,0.000027191556,0.00015255301,0.0000035713238,0.012119826],"genre_scores_gemma":[0.99573624,0.0022149584,0.00014031005,0.000109365836,0.000010292558,0.000016716225,0.000097295,0.0000037841105,0.0016709547],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999845,0.000050885017,0.0000098735545,0.00001799694,0.000020574724,0.0000555615],"domain_scores_gemma":[0.9995596,0.0001717069,0.00007509686,0.000013957148,0.00006416328,0.00011554117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032165452,0.00021056621,0.00024035372,0.0007555467,0.0009084438,0.0011122322,0.00021546714,0.00020806196,0.0025329273],"category_scores_gemma":[0.00063427654,0.00016663452,0.00019806746,0.0014123229,0.0004943049,0.00126369,0.00058621675,0.0005419573,0.000257706],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002212255,0.00094640773,0.7566787,0.0007901211,0.00003622832,0.0064649167,0.091461815,0.00028280204,0.0014762582,0.002102689,0.0037100157,0.13582876],"study_design_scores_gemma":[0.000010406438,0.00018234483,0.8799317,0.00027301686,0.00002870051,0.0008858144,0.11018431,0.00024897902,0.00030479115,0.0001835984,0.0077527077,0.0000137802435],"about_ca_topic_score_codex":0.04123717,"about_ca_topic_score_gemma":0.073200405,"teacher_disagreement_score":0.04123717,"about_ca_system_score_codex":0.0007781668,"about_ca_system_score_gemma":0.0008038059,"threshold_uncertainty_score":0.081994295},"labels":[],"label_agreement":null},{"id":"W1534350698","doi":"10.15353/joci.v7i1-2.2570","title":"Welcome to JOCI reviews","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Educational Theory and Curriculum Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Engineering","score_opus":0.16015917722281017,"score_gpt":0.3831343462689238,"score_spread":0.2229751690461136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1534350698","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003467557,0.23615554,0.00091162877,0.089035116,0.4944515,0.0002980965,0.00091769855,0.00088802265,0.17699568],"genre_scores_gemma":[0.0016865411,0.07098892,0.0010385832,0.053570267,0.1738185,0.00024308935,0.0010347216,0.00068221166,0.6969372],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973847,0.0003054419,0.00011575315,0.00015651964,0.0018514093,0.00018614999],"domain_scores_gemma":[0.9851638,0.0024886245,0.00084853836,0.00057870673,0.008990524,0.0019298015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002172083,0.0012242892,0.0018389288,0.0071325367,0.001122563,0.006370177,0.0022322214,0.0044298205,0.18776958],"category_scores_gemma":[0.014637386,0.00063325366,0.0010712118,0.0047235494,0.0008230002,0.0031569009,0.002256391,0.0048249755,0.16101651],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000048671745,0.0000059790923,0.000010481873,0.0001387895,0.0000024565823,0.000020605545,0.0000052667574,0.0000094437355,0.000028391101,0.00018239534,0.9850797,0.014511624],"study_design_scores_gemma":[0.000007136342,0.000008288777,0.00007004265,0.0002933795,0.0000057435323,0.00005529602,0.000016943148,0.0000101100395,0.000022266526,0.0002834478,0.9992223,0.000005038561],"about_ca_topic_score_codex":0.0029961716,"about_ca_topic_score_gemma":0.009342271,"teacher_disagreement_score":0.18776958,"about_ca_system_score_codex":0.0028623315,"about_ca_system_score_gemma":0.0034683398,"threshold_uncertainty_score":0.6281518},"labels":[],"label_agreement":null},{"id":"W1534542674","doi":"10.15353/joci.v2i3.2070","title":"The Cserénfa experiment.","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; The Internet; Sociology of Education; Media studies; Management; Public relations; Social science; Political science; Computer science; Economics","score_opus":0.05822474502267989,"score_gpt":0.3822188880127915,"score_spread":0.32399414299011164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1534542674","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5715139,0.0015978236,0.007450384,0.0069562476,0.006582351,0.028250856,0.04655213,0.0013842366,0.3297121],"genre_scores_gemma":[0.72954196,0.0006968241,0.013345056,0.007431242,0.00110766,0.04992884,0.026097523,0.00036845772,0.17148244],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778724,0.00086847,0.00014692712,0.00042370678,0.0003935729,0.00038003532],"domain_scores_gemma":[0.99360174,0.0027235954,0.00048554287,0.0014373632,0.00081165606,0.00094007823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0052036433,0.00087931595,0.001012005,0.00054530834,0.002213972,0.00258983,0.0016479981,0.0030348315,0.09386176],"category_scores_gemma":[0.007735249,0.0004647446,0.00068127236,0.0009756325,0.0015730935,0.0018815248,0.0017803591,0.0025916917,0.012949739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.12193163,0.048326682,0.016589075,0.0038831285,0.00054000044,0.001468311,0.0062098214,0.0033044196,0.0099045085,0.09722982,0.45235145,0.23826115],"study_design_scores_gemma":[0.032442924,0.037312414,0.055143487,0.0005396273,0.00034972146,0.00033642843,0.003251259,0.002876833,0.0069644977,0.027641755,0.8327809,0.0003600618],"about_ca_topic_score_codex":0.004714166,"about_ca_topic_score_gemma":0.0053959433,"teacher_disagreement_score":0.09386176,"about_ca_system_score_codex":0.0019933234,"about_ca_system_score_gemma":0.0023792721,"threshold_uncertainty_score":0.31399888},"labels":[],"label_agreement":null},{"id":"W1534542992","doi":"10.15353/joci.v2i2.2094","title":"Special Section on Learning in Communities: Complete","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Section (typography); Informatics; Multidisciplinary approach; Library science; Learning community; Special section; State (computer science); Sociology; Computer science; Pedagogy; Engineering; Social science","score_opus":0.04530089103847654,"score_gpt":0.25859117891668554,"score_spread":0.213290287878209,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1534542992","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007096541,0.060367316,0.003968944,0.051579397,0.83333546,0.0001766831,0.00040116571,0.0002740627,0.049187355],"genre_scores_gemma":[0.0035722468,0.050183237,0.0011646432,0.020690884,0.83673465,0.00019056296,0.00072397076,0.00042118673,0.086318664],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99746966,0.0003897281,0.00029356172,0.00053754484,0.0010126813,0.00029673392],"domain_scores_gemma":[0.9907981,0.0028092319,0.00051366317,0.0008118195,0.0027362716,0.0023309237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032294807,0.0019194813,0.0028421015,0.005366589,0.003098296,0.00701229,0.0027223728,0.0048647732,0.05526017],"category_scores_gemma":[0.0072902474,0.0006904583,0.0017215885,0.004089557,0.0022939001,0.007038599,0.0050975764,0.0049646185,0.021769948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003192001,0.000055063283,0.00014893865,0.00043247643,0.000013314836,0.00008392842,0.00006813539,0.000087098146,0.00024006933,0.003723575,0.9633461,0.031769376],"study_design_scores_gemma":[0.0000075884554,0.000053387204,0.000649285,0.0003243938,0.00001218142,0.00028625794,0.00008171822,0.000105150255,0.00007564774,0.004023206,0.9943691,0.000012153223],"about_ca_topic_score_codex":0.0015738411,"about_ca_topic_score_gemma":0.0034384176,"teacher_disagreement_score":0.05526017,"about_ca_system_score_codex":0.0025887326,"about_ca_system_score_gemma":0.0024009668,"threshold_uncertainty_score":0.18486369},"labels":[],"label_agreement":null},{"id":"W1534573813","doi":"10.15353/joci.v8i2.3036","title":"Two Worlds of Open Government Data: Getting the Lowdown on Public Toilets in Chennai and Other Matters","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Open government; Open data; Business; Public administration; Public relations; Political science; Law","score_opus":0.10613086979442121,"score_gpt":0.36214431891433324,"score_spread":0.25601344911991203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1534573813","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013601723,0.0024957964,0.0002453091,0.546632,0.44596404,0.000019494739,0.00014578518,0.00008480275,0.003052541],"genre_scores_gemma":[0.044552397,0.008444293,0.0011007286,0.3530807,0.5509006,0.00009562143,0.00031008,0.0004566339,0.041058987],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9957099,0.00078508875,0.0004473685,0.0005491806,0.0017059859,0.0008024085],"domain_scores_gemma":[0.9738633,0.009219274,0.0012474366,0.0006915359,0.009004185,0.005974314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005472375,0.0013484944,0.0009511173,0.0015571008,0.008044659,0.013471438,0.0028348148,0.015037494,0.008901795],"category_scores_gemma":[0.025426373,0.0006363404,0.0009692338,0.0016422566,0.003797191,0.0054923524,0.0031634502,0.026170075,0.0017267494],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001345863,0.0000075621747,0.00050707883,0.000081207894,0.000013722808,0.00030462243,0.0006893763,0.000017990411,0.00010680748,0.0009258896,0.9929762,0.0043561035],"study_design_scores_gemma":[0.000008034295,0.000014519882,0.0035206515,0.00029170167,0.000038883136,0.00019001984,0.0053898953,0.000111844616,0.0002530448,0.0009957823,0.98913157,0.000053981723],"about_ca_topic_score_codex":0.048096232,"about_ca_topic_score_gemma":0.12126037,"teacher_disagreement_score":0.048096232,"about_ca_system_score_codex":0.0054029855,"about_ca_system_score_gemma":0.011199924,"threshold_uncertainty_score":0.09563255},"labels":[],"label_agreement":null},{"id":"W1535141691","doi":"10.15353/joci.v8i1.3051","title":"Overview: Technology and Aging Issue","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Computer science; Data science; Engineering","score_opus":0.035299877883085716,"score_gpt":0.3287887701515761,"score_spread":0.2934888922684904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1535141691","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001824857,0.043033753,0.00023893127,0.37962684,0.5723591,0.00008623271,0.00047746467,0.00012582877,0.003869371],"genre_scores_gemma":[0.00095399894,0.037255116,0.00038655332,0.3495498,0.58788645,0.00015128244,0.0005895246,0.00010501518,0.023122285],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945306,0.0006854784,0.00096512825,0.00053496717,0.0028457534,0.0004380289],"domain_scores_gemma":[0.9484317,0.014359393,0.0056479713,0.0009930523,0.026587944,0.0039798594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075169317,0.002404854,0.002190316,0.007016561,0.0028240466,0.006972833,0.002861282,0.021256303,0.023064846],"category_scores_gemma":[0.030224353,0.0012513542,0.0027374236,0.005457796,0.0013602542,0.007810962,0.0027643917,0.01308044,0.01690265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022515143,0.0000107903525,0.000095857824,0.00029669938,0.000010132288,0.000059959184,0.00001460989,0.000007347526,0.00006206714,0.00008422996,0.99337417,0.005961708],"study_design_scores_gemma":[0.00002477736,0.000044035372,0.0010766153,0.0012068759,0.000059178867,0.000272921,0.00012072339,0.000031480387,0.00009494195,0.00029644513,0.9967488,0.000023159178],"about_ca_topic_score_codex":0.004235976,"about_ca_topic_score_gemma":0.008962855,"teacher_disagreement_score":0.023064846,"about_ca_system_score_codex":0.002611486,"about_ca_system_score_gemma":0.005292827,"threshold_uncertainty_score":0.07715964},"labels":[],"label_agreement":null},{"id":"W1535418051","doi":"10.15353/joci.v2i1.2101","title":"Free internet as agent of community transformation","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Social connectedness; Status quo; Internet access; Literacy; Internet privacy; Public relations; Business; Sociology; Political science; Psychology; Computer science; Social psychology; World Wide Web","score_opus":0.06731974876659019,"score_gpt":0.35143394963395225,"score_spread":0.28411420086736205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1535418051","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16411388,0.0011701004,0.015928939,0.027019817,0.00029347948,0.00014824167,0.00010401656,0.00022661916,0.79099494],"genre_scores_gemma":[0.9821315,0.00024080089,0.0014781182,0.0004596789,0.000057180394,0.00004397082,0.000027864973,0.000036558853,0.015524327],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970402,0.0016912825,0.00007646029,0.00024067848,0.00044559207,0.00050580245],"domain_scores_gemma":[0.996011,0.0012965596,0.00044699857,0.0005898887,0.0004203039,0.0012351933],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032683006,0.00020546699,0.00025305696,0.0024396973,0.005046386,0.011381743,0.0008294525,0.0016532479,0.013969865],"category_scores_gemma":[0.007024809,0.00022209255,0.00026033854,0.001327304,0.015933592,0.01130993,0.011208441,0.0018885711,0.00097002916],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040253213,0.00010100412,0.00472504,0.00006776467,0.000011282388,0.00037553645,0.037056506,0.00035401166,0.00048110928,0.90817815,0.005554777,0.04305459],"study_design_scores_gemma":[0.000042251137,0.000080668055,0.0049550943,0.00022633259,0.000017702683,0.0003198435,0.046189398,0.0018630195,0.00057433796,0.62565583,0.3200414,0.00003417401],"about_ca_topic_score_codex":0.0046848273,"about_ca_topic_score_gemma":0.005808513,"teacher_disagreement_score":0.013969865,"about_ca_system_score_codex":0.0027382544,"about_ca_system_score_gemma":0.0036111304,"threshold_uncertainty_score":0.046733856},"labels":[],"label_agreement":null},{"id":"W1536579823","doi":"10.15353/joci.v1i2.2040","title":"Tsunami Warning Systems and the Last Mile","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mile; Aeronautics; Last mile (transportation); Computer science; Engineering; Geography; Geodesy","score_opus":0.030417279896277755,"score_gpt":0.2916543536361626,"score_spread":0.26123707373988486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1536579823","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79014266,0.017533699,0.0028825481,0.0740506,0.00063733576,0.000018133684,0.00097260025,0.00004030603,0.11372216],"genre_scores_gemma":[0.9952506,0.0017709208,0.00010170279,0.00024209033,0.0001640152,0.0000031569832,0.00008425775,0.0000036292395,0.0023797902],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993911,0.00024871266,0.00002766451,0.0000502671,0.00012667083,0.00015562023],"domain_scores_gemma":[0.9940153,0.0027455231,0.0015799913,0.00011802904,0.0008398119,0.000701449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077177223,0.0002268045,0.00021096513,0.002042722,0.0012095015,0.003340228,0.00040044883,0.0016618836,0.008667058],"category_scores_gemma":[0.010477245,0.00019779381,0.00023534487,0.0029116343,0.0015766466,0.0031437369,0.00135751,0.0020935475,0.00032965955],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010235814,0.00042547277,0.4396024,0.00027479863,0.00020413267,0.0013236165,0.013569022,0.01640145,0.00064369984,0.35566577,0.03920841,0.13165767],"study_design_scores_gemma":[0.00007988547,0.00036771258,0.66410875,0.0006044094,0.00015058577,0.00088587677,0.039450068,0.01633039,0.00045641276,0.18186945,0.09556953,0.00012693818],"about_ca_topic_score_codex":0.052767407,"about_ca_topic_score_gemma":0.046598375,"teacher_disagreement_score":0.052767407,"about_ca_system_score_codex":0.002016928,"about_ca_system_score_gemma":0.0012372667,"threshold_uncertainty_score":0.10492051},"labels":[],"label_agreement":null},{"id":"W1537271233","doi":"10.15353/joci.v9i3.3149","title":"Appropriation of ICTs by informal communities in metropolitan cities. The case of the “La Salada” market in the Latin American context","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Appropriation; Metropolitan area; ICTS; Context (archaeology); Latin Americans; Information and Communications Technology; Identity (music); Business; Economic geography; Sociology; Regional science; Political science; Geography","score_opus":0.022561807526975623,"score_gpt":0.23611419258123498,"score_spread":0.21355238505425936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1537271233","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96434945,0.00016051203,0.0008593065,0.0017233678,0.000008018082,0.000041915613,0.00001668968,0.0000103548355,0.032830395],"genre_scores_gemma":[0.9980763,0.000056504134,0.00016450706,0.000055513436,0.0000037067323,0.000013333583,0.000006634897,0.0000030131584,0.0016205342],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99801034,0.0011534883,0.000033713775,0.00010300695,0.00014376554,0.0005557807],"domain_scores_gemma":[0.99797577,0.00084702944,0.00041647223,0.00018183717,0.00019061753,0.0003882761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019104496,0.0002625433,0.00021454871,0.0014646037,0.008929697,0.006902894,0.000980892,0.0013437318,0.0036339057],"category_scores_gemma":[0.0025147172,0.00020840543,0.00028457356,0.0018386538,0.011280935,0.0032839442,0.007369463,0.00094614766,0.00015725174],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030077295,0.0004838605,0.09323352,0.00022122334,0.000056237273,0.012272677,0.43749967,0.0028655992,0.0024807642,0.40662423,0.002892057,0.0410694],"study_design_scores_gemma":[0.00009794891,0.0001185962,0.04426005,0.0002250245,0.000050858038,0.00087193504,0.8479879,0.0057995385,0.0006953409,0.032272644,0.06756528,0.00005492058],"about_ca_topic_score_codex":0.059598215,"about_ca_topic_score_gemma":0.13162655,"teacher_disagreement_score":0.059598215,"about_ca_system_score_codex":0.0076132757,"about_ca_system_score_gemma":0.0028613666,"threshold_uncertainty_score":0.11850262},"labels":[],"label_agreement":null},{"id":"W1537581384","doi":"10.15353/joci.v8i1.3050","title":"Community Informatics and Older Persons: The Necessary Connection","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Connection (principal bundle); Informatics; Gerontology; Computer science; Sociology; Medicine; Political science; Engineering","score_opus":0.038526122596347225,"score_gpt":0.3072193469492925,"score_spread":0.26869322435294524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1537581384","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000034306064,0.0031667482,0.00003244386,0.03257948,0.963775,0.000010562724,0.000015446522,0.000012528768,0.00037340252],"genre_scores_gemma":[0.0002742458,0.0024073613,0.000036741407,0.013687852,0.9822447,0.000015043425,0.000012608233,0.000008609646,0.001312907],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9948835,0.0010036429,0.0008913064,0.0007442092,0.0020069338,0.00047041863],"domain_scores_gemma":[0.95489126,0.021589916,0.002289694,0.0010803372,0.0144097665,0.005738996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007219775,0.004037295,0.0048388382,0.0030534572,0.004553809,0.008934775,0.0040653064,0.025755323,0.011849859],"category_scores_gemma":[0.03516878,0.0015487233,0.0037858079,0.0015008629,0.0033885255,0.0064545632,0.0021871638,0.03162184,0.005536645],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038736176,0.000025750316,0.00006953892,0.00022226111,0.00001964835,0.00015191289,0.000022071144,0.000011744949,0.00003288889,0.00020718477,0.9953092,0.003889092],"study_design_scores_gemma":[0.00010677952,0.00009789354,0.0017276881,0.0013908372,0.00015658644,0.0008160243,0.0002816374,0.00020752406,0.00014400746,0.001575683,0.9934389,0.00005638461],"about_ca_topic_score_codex":0.002381135,"about_ca_topic_score_gemma":0.0057564517,"teacher_disagreement_score":0.025755323,"about_ca_system_score_codex":0.0025840253,"about_ca_system_score_gemma":0.003817443,"threshold_uncertainty_score":0.03964168},"labels":[],"label_agreement":null},{"id":"W1537685861","doi":"10.15353/joci.v8i3.3028","title":"From Associations To Info-Sociations: Civic Associations And ICT In Two Asian Cities","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Citizen journalism; ICTS; Praxis; Civic engagement; Corporate governance; Public relations; Political science; Sociology; Business","score_opus":0.058257949639626064,"score_gpt":0.3717955489612132,"score_spread":0.31353759932158715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1537685861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978053,0.000028861063,0.000029566738,0.0002033039,0.0000029616106,0.000008355101,0.000013815991,0.0000017062757,0.001906096],"genre_scores_gemma":[0.99874854,0.000054858257,0.000049043254,0.000038765305,0.0000017765127,0.000012410784,0.000024344854,0.0000022535771,0.0010679779],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99926573,0.00026256806,0.00003217746,0.00006806027,0.00005543682,0.00031604772],"domain_scores_gemma":[0.9979488,0.0003653503,0.00029508292,0.00012220758,0.00022954142,0.0010391171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013590441,0.00033472312,0.00035330505,0.0016287179,0.008045806,0.0041209674,0.0009562484,0.0007463163,0.0024242108],"category_scores_gemma":[0.0012242835,0.00035201485,0.00037096452,0.004414764,0.004739404,0.002441183,0.004128518,0.0018309411,0.00018440402],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003373466,0.0008903267,0.35786602,0.00009279845,0.00003619309,0.004118883,0.60912436,0.0002806008,0.00083084777,0.01172223,0.0013614816,0.013338963],"study_design_scores_gemma":[0.000025081496,0.00007726647,0.19085276,0.00003186236,0.000030148762,0.00019391862,0.80366045,0.0005990233,0.00027086778,0.0006028053,0.0036274733,0.000028291528],"about_ca_topic_score_codex":0.30974668,"about_ca_topic_score_gemma":0.4250929,"teacher_disagreement_score":0.30974668,"about_ca_system_score_codex":0.008995272,"about_ca_system_score_gemma":0.0051875026,"threshold_uncertainty_score":0.6158875},"labels":[],"label_agreement":null},{"id":"W1538905289","doi":"10.15353/joci.v8i3.3030","title":"From Rural Women’s Groups to the World:","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Social capital; Context (archaeology); Soft power; Regional science; Economic growth; Developing country; Rural area; Economic geography; Geography; Business; Sociology; Political science; Economics; Social science; China","score_opus":0.03190346449570333,"score_gpt":0.3126635988566932,"score_spread":0.2807601343609899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1538905289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71219635,0.010008214,0.0009985885,0.03816366,0.00083354866,0.00017112322,0.00018443953,0.00005103436,0.23739314],"genre_scores_gemma":[0.94107217,0.007474859,0.0005058261,0.003093454,0.00016856658,0.00010319344,0.00010088779,0.000031485488,0.04744959],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990491,0.0003672955,0.00001825655,0.000095563024,0.0001408952,0.0003288736],"domain_scores_gemma":[0.99923825,0.00019750114,0.000155661,0.000034794626,0.000105363375,0.00026839564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013963685,0.00044131055,0.00033342908,0.001856072,0.008279331,0.005066768,0.0008116613,0.0011941856,0.0124121355],"category_scores_gemma":[0.0027925489,0.0003025759,0.00020530973,0.002405591,0.0056168903,0.0049113026,0.0066299518,0.0014031376,0.00085613725],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033969038,0.000033440578,0.011507753,0.0002150364,0.0000077513605,0.0011197687,0.9132305,0.000025762602,0.0005060853,0.017651167,0.006898981,0.048769746],"study_design_scores_gemma":[0.0000055835194,0.00004724942,0.009588657,0.00020517854,0.000007416662,0.00030107133,0.80218846,0.000017543365,0.000102146194,0.0014493975,0.18607697,0.000010330192],"about_ca_topic_score_codex":0.0477678,"about_ca_topic_score_gemma":0.06801192,"teacher_disagreement_score":0.0477678,"about_ca_system_score_codex":0.0033943388,"about_ca_system_score_gemma":0.0038290478,"threshold_uncertainty_score":0.094979525},"labels":[],"label_agreement":null},{"id":"W1540625885","doi":"10.15353/joci.v3i2.2376","title":"A Comment Prompted by Andy Williamson's “A Review of New Zealand's Digital Strategy”","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art history; History","score_opus":0.022799086949094386,"score_gpt":0.276406596484293,"score_spread":0.2536075095351986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540625885","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002626766,0.0019020782,0.000060785547,0.9695134,0.025709195,0.00002260337,0.00008844144,0.000023073375,0.0024177232],"genre_scores_gemma":[0.001227392,0.0006294485,0.00005120646,0.9842144,0.0071765888,0.00004176783,0.000017675395,0.000035017616,0.0066065677],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.979111,0.0039806464,0.0019669982,0.0031965447,0.007858053,0.003886853],"domain_scores_gemma":[0.94793546,0.022481667,0.006693038,0.0014525078,0.015259994,0.0061773276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0153827155,0.002192972,0.0025308656,0.0024252937,0.011118999,0.010128638,0.0059383637,0.09905245,0.012587141],"category_scores_gemma":[0.07580847,0.0019853513,0.0034242119,0.003240858,0.010003011,0.0100975195,0.005775201,0.07512599,0.0058626696],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038596845,0.000007418789,0.000104245475,0.00013555727,0.000016800397,0.00021200044,0.0006835334,0.000019562298,0.00013403408,0.0032768075,0.99432486,0.0010465654],"study_design_scores_gemma":[0.00006983717,0.000036410966,0.0015945343,0.000802455,0.00006312797,0.00013934913,0.0019254623,0.000058198373,0.000297427,0.0021532804,0.9927476,0.000112198904],"about_ca_topic_score_codex":0.20440485,"about_ca_topic_score_gemma":0.2999858,"teacher_disagreement_score":0.20440485,"about_ca_system_score_codex":0.019177128,"about_ca_system_score_gemma":0.032389853,"threshold_uncertainty_score":0.40643013},"labels":[],"label_agreement":null},{"id":"W1540717760","doi":"10.15353/joci.v11i2.2833","title":"Deep Trust in the future of Community Informatics","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Participatory action research; Citizen journalism; Participatory design; Sociology; Informatics; Ethnography; Process (computing); Public relations; Field (mathematics); Community-based participatory research; Community engagement; Knowledge management; Political science; Engineering; Computer science","score_opus":0.05474036239884424,"score_gpt":0.2843914791623177,"score_spread":0.22965111676347347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540717760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6288011,0.0067786565,0.06176948,0.09959223,0.00046613044,0.00027171653,0.000055294076,0.0001899309,0.20207547],"genre_scores_gemma":[0.9972325,0.00029187332,0.0013077323,0.0002906129,0.00001748783,0.000024295221,0.000004505287,0.0000099645795,0.0008210648],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9766541,0.016501041,0.00062222005,0.001196646,0.0022431766,0.0027828848],"domain_scores_gemma":[0.9627996,0.01607848,0.0036319438,0.0042687715,0.0052023656,0.008018896],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0225639,0.00032286285,0.00044165962,0.0018900224,0.013147217,0.01549517,0.0014013401,0.0033602878,0.0024759397],"category_scores_gemma":[0.039254505,0.0005459202,0.00035863233,0.0012075169,0.036245193,0.01775361,0.01595234,0.004668124,0.00034760416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008068322,0.00011269937,0.012808563,0.00023685637,0.00004204927,0.0011008927,0.43961212,0.0008405677,0.001169118,0.474064,0.0024499362,0.06748255],"study_design_scores_gemma":[0.000032901466,0.00021954285,0.009370376,0.00082647445,0.000049645627,0.00095976505,0.3666391,0.002575989,0.0009823252,0.50855726,0.10966094,0.00012573929],"about_ca_topic_score_codex":0.009408393,"about_ca_topic_score_gemma":0.007644976,"teacher_disagreement_score":0.0225639,"about_ca_system_score_codex":0.0067366157,"about_ca_system_score_gemma":0.016189074,"threshold_uncertainty_score":0.119330764},"labels":[],"label_agreement":null},{"id":"W1540768302","doi":"10.15353/joci.v11i1.2850","title":"Assessment of Mobile Voice Agricultural Messages Given to Farmers of Cauvery Delta Zone of Tamil Nadu, India","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tamil; Mobile phone; Agriculture; Phone; Socioeconomics; Geography; Delta; Business; Quality (philosophy); Engineering; Sociology; Telecommunications","score_opus":0.03505798901379363,"score_gpt":0.29494545381870524,"score_spread":0.2598874648049116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540768302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990907,0.000032641612,0.00006586509,0.000035130488,0.000002865576,0.00002016449,0.000036020287,0.000004278072,0.0007124054],"genre_scores_gemma":[0.9988102,0.000106988286,0.00027928213,0.000034310888,0.000004495886,0.000024212823,0.000041019546,0.0000015036613,0.0006979807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994512,0.00019025631,0.000040483188,0.000055117707,0.00016534043,0.000097581564],"domain_scores_gemma":[0.99821544,0.00059955753,0.000554279,0.000056227036,0.00040612626,0.00016834387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005331425,0.0003275312,0.00015582789,0.00061074627,0.0005977015,0.00078277534,0.00026540787,0.00036631865,0.0011888563],"category_scores_gemma":[0.0022446548,0.00013392424,0.00017289865,0.00050947693,0.00034395815,0.00033338173,0.000497525,0.00033548218,0.00021698883],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005659066,0.0006363084,0.7159652,0.0009818535,0.00008680835,0.004857851,0.1372528,0.00044475152,0.0583458,0.0001614451,0.0007857768,0.07991545],"study_design_scores_gemma":[0.0000074082973,0.0019805422,0.8792226,0.000063925945,0.00004208172,0.0006894672,0.11217882,0.00024947236,0.0029736066,0.00004723927,0.0025069346,0.00003791057],"about_ca_topic_score_codex":0.0038429436,"about_ca_topic_score_gemma":0.008683728,"teacher_disagreement_score":0.0038429436,"about_ca_system_score_codex":0.00047840553,"about_ca_system_score_gemma":0.0004233061,"threshold_uncertainty_score":0.0076411366},"labels":[],"label_agreement":null},{"id":"W1541083068","doi":"10.15353/joci.v10i3.3449","title":"ICTs Encouraging Changes in the Citizen's Relationship with Government and Urban Space: Brazilian Examples","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Government (linguistics); Citizenship; ICTS; Socialization; The Internet; Space (punctuation); Public relations; Social media; Consumption (sociology); Political science; Public space; Sociology; Social science; Engineering; Politics; Computer science","score_opus":0.04084602133146276,"score_gpt":0.29244400089085815,"score_spread":0.2515979795593954,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1541083068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.667932,0.0055351825,0.0060488614,0.009702271,0.00018518732,0.000113440496,0.00019167682,0.000081509585,0.31020984],"genre_scores_gemma":[0.9917402,0.0027067687,0.0012455487,0.00019522327,0.000023766035,0.000030235748,0.000033935463,0.000018408386,0.0040059243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99818075,0.0012705319,0.000051967578,0.000081238846,0.0002321169,0.00018339208],"domain_scores_gemma":[0.99799806,0.0012214491,0.00020066199,0.00016702771,0.00026431718,0.00014837712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015869206,0.00026487524,0.00019291513,0.0012841595,0.0031566024,0.002301381,0.00033578492,0.00078595045,0.00256024],"category_scores_gemma":[0.005131306,0.00012686604,0.0003040365,0.003875643,0.004060205,0.001419301,0.00279584,0.00067211036,0.00022311388],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021379563,0.0003981771,0.042044174,0.0018616485,0.000038265924,0.004165423,0.36345565,0.0021822364,0.0036845386,0.36711022,0.016000507,0.19884536],"study_design_scores_gemma":[0.000049077193,0.00020553904,0.056546476,0.0015113303,0.00010795084,0.001347384,0.34459406,0.002208573,0.0024059333,0.033635736,0.55732495,0.00006297083],"about_ca_topic_score_codex":0.022510055,"about_ca_topic_score_gemma":0.043288086,"teacher_disagreement_score":0.022510055,"about_ca_system_score_codex":0.0024357047,"about_ca_system_score_gemma":0.0016544525,"threshold_uncertainty_score":0.04475808},"labels":[],"label_agreement":null},{"id":"W1541626326","doi":"10.15353/joci.v9i3.3153","title":"The ecology of linking technologies: toward a non-instrumental look at new technological repertoires","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mediation; Technological change; The Internet; Comprehension; Sociology; Emerging technologies; Social ecology; Ecology; Computer science; Social science; World Wide Web; Political science","score_opus":0.017202738745922555,"score_gpt":0.21565063182785,"score_spread":0.19844789308192745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1541626326","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3052799,0.012438331,0.30526218,0.029238034,0.0003390767,0.00027044473,0.00012140186,0.0002925128,0.3467581],"genre_scores_gemma":[0.95411384,0.004110928,0.033604093,0.0007267009,0.00016336705,0.00023393595,0.000053423013,0.000107978194,0.00688579],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99540114,0.0030676143,0.00010427952,0.0004857866,0.0005636083,0.00037747322],"domain_scores_gemma":[0.9921118,0.005053589,0.0007101275,0.001031118,0.0005719895,0.00052147306],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005271598,0.0006639219,0.000756404,0.006178685,0.005784441,0.017199948,0.0024913514,0.0028052388,0.0032796583],"category_scores_gemma":[0.0080350535,0.000780195,0.00052927464,0.0033302072,0.06143612,0.020923097,0.008657383,0.004087035,0.0005302024],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013014418,0.0000343288,0.0034071237,0.00009260179,0.000006932079,0.00022783765,0.0740442,0.00045302373,0.0003688947,0.9071336,0.0003786251,0.013839813],"study_design_scores_gemma":[0.000012814834,0.000062744504,0.0037701319,0.00023121467,0.000015690719,0.00077283755,0.08429661,0.003134525,0.00075941824,0.82855475,0.078351974,0.00003724174],"about_ca_topic_score_codex":0.0019816707,"about_ca_topic_score_gemma":0.0017232528,"teacher_disagreement_score":0.99421555,"about_ca_system_score_codex":0.0034334883,"about_ca_system_score_gemma":0.0026912764,"threshold_uncertainty_score":0.027879238},"labels":[],"label_agreement":null},{"id":"W1542210137","doi":"10.15353/joci.v10i2.2659","title":"GoFred: Municipally-Owned ICT Utilities in Fredericton, New Brunswick","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Information and Communications Technology; Business; Telecommunications; Geography; Political science; Engineering; Law","score_opus":0.0276347532033214,"score_gpt":0.2521630636228308,"score_spread":0.2245283104195094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542210137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7919675,0.0014778165,0.0012669459,0.0048756017,0.0001818145,0.00053936837,0.008351763,0.00032046365,0.19101866],"genre_scores_gemma":[0.7461675,0.00076186407,0.0012138486,0.0011262242,0.000012789679,0.00020017609,0.0033103717,0.00008063623,0.2471267],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994318,0.000045835837,0.000020580072,0.00007504567,0.00010305562,0.0003235775],"domain_scores_gemma":[0.9992193,0.00010392434,0.00006699942,0.0000594472,0.00030138862,0.00024902853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037444936,0.00026238288,0.00022680147,0.0010244553,0.0038660548,0.0024540597,0.0010289169,0.00068049534,0.022815157],"category_scores_gemma":[0.0015236426,0.0002995712,0.0001623706,0.002508584,0.0008724449,0.0007792057,0.0019325746,0.0005911686,0.0015769588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010723415,0.00047713827,0.47051755,0.0010419973,0.00011560844,0.012624577,0.017739313,0.0039334306,0.012675917,0.033619493,0.20176308,0.24441952],"study_design_scores_gemma":[0.00006271141,0.00010063048,0.56275684,0.00034530973,0.000042016574,0.0008517616,0.054394353,0.0015843218,0.0033278097,0.0012805181,0.37517476,0.00007904424],"about_ca_topic_score_codex":0.90516376,"about_ca_topic_score_gemma":0.9786106,"teacher_disagreement_score":0.094836235,"about_ca_system_score_codex":0.01800442,"about_ca_system_score_gemma":0.036044274,"threshold_uncertainty_score":0.19078946},"labels":[],"label_agreement":null},{"id":"W1542323009","doi":"10.15353/joci.v10i2.2725","title":"From the First Mile to Outer Space: Tamaani Satellite Internet in Northern Quebec","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Government (linguistics); Last mile (transportation); Mile; Geography; Politics; Broadband; The Internet; Business; Internet access; Economic growth; Political science; Telecommunications; Engineering","score_opus":0.02285330230018873,"score_gpt":0.22591408922152623,"score_spread":0.2030607869213375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542323009","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95066005,0.0008627741,0.00025026468,0.0033989013,0.000034146913,0.000060248083,0.0006678344,0.000038604878,0.044027336],"genre_scores_gemma":[0.9773491,0.00060070166,0.00024990345,0.000466473,0.0000066686625,0.000020187785,0.00026508633,0.000018694043,0.021023242],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99940944,0.00009000711,0.000011322495,0.00005365802,0.00009737195,0.0003382983],"domain_scores_gemma":[0.9988385,0.00017240873,0.00007195714,0.00003039865,0.0004307225,0.00045614614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004747135,0.00018941249,0.00022086714,0.0010647223,0.014322603,0.0039528306,0.0009956729,0.00071863626,0.006518351],"category_scores_gemma":[0.0013154912,0.00017681965,0.00017184742,0.0024394651,0.002440398,0.0012291155,0.0014161263,0.0010892599,0.00051347906],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032818993,0.00055229804,0.38175768,0.00043900128,0.00007325387,0.015947232,0.3830044,0.0024102083,0.003862526,0.029176261,0.055901036,0.12654799],"study_design_scores_gemma":[0.000020521862,0.000082385945,0.29486012,0.00028620273,0.000038429607,0.000934187,0.5914321,0.0020966376,0.0006736839,0.0006799182,0.10881624,0.00007957418],"about_ca_topic_score_codex":0.9974464,"about_ca_topic_score_gemma":0.9992079,"teacher_disagreement_score":0.05440665,"about_ca_system_score_codex":0.05440665,"about_ca_system_score_gemma":0.044958908,"threshold_uncertainty_score":0.3947497},"labels":[],"label_agreement":null},{"id":"W1542346621","doi":"10.15353/joci.v3i4.2350","title":"Stakeholders' Perceptions of the Impact of the Global System for Mobile Communications on Nigeria Rural Economy: Implications for an Emerging Communications Industry","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rural area; Emerging markets; Originality; Economic growth; Business; Focus group; Marketing; Qualitative research; Economics; Political science; Sociology; Social science; Finance","score_opus":0.11300931057435373,"score_gpt":0.35424919742155314,"score_spread":0.2412398868471994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542346621","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879373,0.00018400837,0.00013966228,0.0022245212,0.000017972327,0.000017610175,0.000010849553,0.0000016012617,0.009466502],"genre_scores_gemma":[0.9989248,0.00024371325,0.000057294852,0.00017135208,0.00000276832,0.000005635912,0.0000038066976,9.3095355e-7,0.00058970676],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99872595,0.0007083644,0.00005275679,0.00004502627,0.00014560728,0.00032227547],"domain_scores_gemma":[0.99759334,0.0010317381,0.00042981445,0.00003280433,0.00032112232,0.0005912661],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020484028,0.0001843462,0.0001653091,0.00044508054,0.0026455906,0.0025741044,0.00021897534,0.00072631583,0.0042461795],"category_scores_gemma":[0.003177488,0.00015694225,0.00011360925,0.00043344943,0.0016089719,0.0017409422,0.0015438396,0.0009975453,0.00022999785],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014793573,0.0003364336,0.25109443,0.0005771478,0.000019338586,0.007632391,0.6773884,0.0004155609,0.0071496298,0.012691297,0.003161054,0.039386403],"study_design_scores_gemma":[0.000001976587,0.00007033994,0.02697376,0.00015331425,0.000004028459,0.00026975965,0.96607745,0.00014920205,0.00021628902,0.00046873934,0.005606238,0.00000891757],"about_ca_topic_score_codex":0.003679189,"about_ca_topic_score_gemma":0.0065361466,"teacher_disagreement_score":0.0042461795,"about_ca_system_score_codex":0.0011230648,"about_ca_system_score_gemma":0.0018594719,"threshold_uncertainty_score":0.01420486},"labels":[],"label_agreement":null},{"id":"W1542477279","doi":"10.15353/joci.v10i3.3450","title":"The Right(s) to the Hybrid City and the Role of DIY Networking","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Public space; Computer science; Software deployment; Sociology; Subject (documents); Information and Communications Technology; Metaphor; Public relations; World Wide Web; Architectural engineering; Political science; Engineering","score_opus":0.02208068337730229,"score_gpt":0.29383575480858976,"score_spread":0.27175507143128746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542477279","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07847025,0.003126318,0.051072013,0.0724161,0.00092658406,0.00005398692,0.000053998716,0.000124464,0.79375637],"genre_scores_gemma":[0.96273845,0.0011149681,0.005887754,0.002622778,0.00019834598,0.00009132372,0.000023082901,0.000069614376,0.027253674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9968899,0.002019605,0.000052226933,0.00037149884,0.00027764734,0.00038922424],"domain_scores_gemma":[0.99737847,0.0011127233,0.00024132425,0.00038840322,0.0001872222,0.00069183134],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033784937,0.0003196287,0.00027816673,0.0009429102,0.009156302,0.01121848,0.0009067307,0.0030823937,0.0056587225],"category_scores_gemma":[0.0034011041,0.00027407892,0.00032946697,0.00087036577,0.04167219,0.011597634,0.009440101,0.0029028775,0.0007389988],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000044132444,0.0000031702941,0.00019587782,0.000009500126,0.0000010609255,0.000050718758,0.0053117634,0.00007914912,0.00003907739,0.9912436,0.0009073306,0.0021544262],"study_design_scores_gemma":[0.000012184636,0.000022414906,0.0006104962,0.00010273118,0.0000071534405,0.00030323508,0.024423493,0.001082245,0.00022947502,0.6700567,0.30312493,0.000024934838],"about_ca_topic_score_codex":0.00461979,"about_ca_topic_score_gemma":0.005371223,"teacher_disagreement_score":0.01121848,"about_ca_system_score_codex":0.002655112,"about_ca_system_score_gemma":0.0021570944,"threshold_uncertainty_score":0.01926434},"labels":[],"label_agreement":null},{"id":"W1542572594","doi":"10.15353/joci.v10i2.2656","title":"The Cancellation of the Community Access Program and the Digital Divide(s) in Canada: Lessons Learned and Future Prospects","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Digital divide; Disadvantaged; The Internet; Internet access; Situated; Devolution (biology); Disadvantage; Context (archaeology); Government (linguistics); Public relations; Last mile (transportation); Business; Political science; Telecommunications; Internet privacy; Economic growth; Sociology; Computer science; World Wide Web; Geography; Mile; Economics","score_opus":0.025658698454155894,"score_gpt":0.2709395985593421,"score_spread":0.2452809001051862,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1542572594","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14843397,0.048909828,0.001034115,0.7142141,0.0017364381,0.0002192582,0.00073970936,0.0000944692,0.084618144],"genre_scores_gemma":[0.8663339,0.039107773,0.0027916578,0.05653763,0.00046083907,0.00013776461,0.0005542788,0.000056879955,0.034019273],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99202275,0.0009571222,0.00015577381,0.00032261852,0.0020462973,0.0044953465],"domain_scores_gemma":[0.97983927,0.0033517142,0.0005203874,0.00025528047,0.005460527,0.010572806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067893816,0.0003678802,0.0007376654,0.001884729,0.019331269,0.010747723,0.0037598407,0.004503762,0.012152538],"category_scores_gemma":[0.0112034,0.00024166743,0.0007926399,0.0042259553,0.009793332,0.0047323178,0.005710448,0.0055001485,0.0003202781],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041995934,0.00087245944,0.06923099,0.0018752257,0.00008957,0.0019439345,0.034567356,0.0013247154,0.0005611387,0.2545641,0.16221817,0.47233227],"study_design_scores_gemma":[0.00023719766,0.00037575583,0.1238767,0.0051035485,0.00021330053,0.00038600614,0.24009839,0.0020739043,0.0007927019,0.033326093,0.5931849,0.00033150503],"about_ca_topic_score_codex":0.9931543,"about_ca_topic_score_gemma":0.9959031,"teacher_disagreement_score":0.89059263,"about_ca_system_score_codex":0.10940736,"about_ca_system_score_gemma":0.4753377,"threshold_uncertainty_score":0.79380965},"labels":[],"label_agreement":null},{"id":"W1544162356","doi":"10.15353/joci.v8i3.3025","title":"Linking the Local with the Global within Community Informatics","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Data science; Computer science; Political science","score_opus":0.04127700419340009,"score_gpt":0.2725806115960226,"score_spread":0.2313036074026225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1544162356","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.065373644,0.009599102,0.052970648,0.2795044,0.0035320397,0.00013483266,0.00017782235,0.0003621606,0.58834535],"genre_scores_gemma":[0.91008854,0.0053557544,0.011771675,0.017692728,0.00091757235,0.00011472821,0.00010967987,0.0001841932,0.05376515],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9923022,0.0045584575,0.00027473166,0.00077764253,0.0012274293,0.0008596848],"domain_scores_gemma":[0.9793523,0.007627024,0.0012572581,0.0036668906,0.0034299982,0.0046664053],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008240629,0.00039452862,0.00042597431,0.0024311487,0.0088073285,0.020484814,0.0020223872,0.003438501,0.016929628],"category_scores_gemma":[0.022248646,0.00038351858,0.0003516194,0.0048941644,0.016609322,0.022415679,0.016612617,0.0049813576,0.0021385176],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016382593,0.00006474838,0.0049131215,0.00032417447,0.00001794065,0.00020239477,0.02345689,0.0001842084,0.00022745076,0.87350553,0.01930618,0.07778088],"study_design_scores_gemma":[0.0000136622075,0.00004906872,0.0041933972,0.0014522099,0.000044694367,0.0003857517,0.082143955,0.00093418226,0.0009820752,0.43453303,0.4752123,0.000055748264],"about_ca_topic_score_codex":0.01763012,"about_ca_topic_score_gemma":0.031772923,"teacher_disagreement_score":0.020484814,"about_ca_system_score_codex":0.007943846,"about_ca_system_score_gemma":0.016953556,"threshold_uncertainty_score":0.057636976},"labels":[],"label_agreement":null},{"id":"W1544593106","doi":"10.15353/joci.v10i1.2752","title":"Failures and success in using webcasts, discussion forums, Twitter, and email to engage older people and other stakeholders in rural ageing","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Webcast; Synchronicity; The Internet; Public relations; Internet privacy; Stakeholder; Business; Psychology; Political science; World Wide Web; Computer science","score_opus":0.05286693041154849,"score_gpt":0.31259531929301254,"score_spread":0.25972838888146405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1544593106","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9732699,0.0015692377,0.009625525,0.0043590167,0.0001822703,0.00062096317,0.000081317005,0.0002674138,0.010024361],"genre_scores_gemma":[0.98772603,0.0010686214,0.007012089,0.0005721392,0.000079956444,0.00057773787,0.00005099197,0.00012255025,0.0027898706],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.91265595,0.06929678,0.004829075,0.003004022,0.0070607085,0.0031534072],"domain_scores_gemma":[0.64250666,0.2973082,0.013692043,0.014184792,0.020857662,0.011450646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1110935,0.00095425104,0.0008623637,0.0024910613,0.005557554,0.007105193,0.00224855,0.003751507,0.0029871191],"category_scores_gemma":[0.24558449,0.0011291933,0.00096841034,0.0018003149,0.0041206796,0.011383067,0.009157981,0.0023769971,0.0012633776],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007399758,0.00068577135,0.045001335,0.0023427818,0.0001702472,0.00087997573,0.71099466,0.0005379185,0.002822637,0.0016352725,0.0022995167,0.23188992],"study_design_scores_gemma":[0.00028924175,0.004628941,0.095910095,0.0058186473,0.000583649,0.001815161,0.78011775,0.0037981158,0.005454805,0.005581378,0.0955185,0.00048364126],"about_ca_topic_score_codex":0.004244845,"about_ca_topic_score_gemma":0.0059914826,"teacher_disagreement_score":0.1110935,"about_ca_system_score_codex":0.0018579138,"about_ca_system_score_gemma":0.0044608773,"threshold_uncertainty_score":0.5875256},"labels":[],"label_agreement":null},{"id":"W1545630118","doi":"10.15353/joci.v8i3.3034","title":"Exploring several dimensions of local, global and glocal using the generic conceptual framework Hodges's model","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Globalization and Cultural Identity","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Glocalization; Globalization; Sociology; Epistemology; Politics; Conceptual framework; Conceptual model; Geopolitics; Knowledge management; Social science; Political science; Computer science","score_opus":0.22663292424199072,"score_gpt":0.3613132526524952,"score_spread":0.13468032841050448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1545630118","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19442381,0.005347366,0.2213942,0.064297184,0.00045381938,0.0006305972,0.00043195437,0.00023760005,0.51278347],"genre_scores_gemma":[0.9719145,0.0010621491,0.020497039,0.001228274,0.000041461342,0.00024170456,0.000100673125,0.00002229635,0.0048918817],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9958241,0.0027973703,0.00014648626,0.000378779,0.00050549064,0.00034780035],"domain_scores_gemma":[0.99800664,0.0009264069,0.00019632571,0.00025972075,0.00033533183,0.00027559965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044895415,0.00060009176,0.0005293823,0.0033356322,0.0028240923,0.00751954,0.0013279712,0.0021763337,0.003589734],"category_scores_gemma":[0.00487666,0.0002799984,0.00082488765,0.0025454308,0.029253026,0.010837668,0.0064964476,0.0022044836,0.00030324995],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006303546,0.000008684445,0.0005809586,0.00005159557,0.00000375299,0.000050359522,0.011587403,0.0003607378,0.00004742055,0.98211217,0.0007493432,0.0044413037],"study_design_scores_gemma":[0.000025277499,0.000046758072,0.0015570358,0.00045001504,0.000016812339,0.00031514524,0.04223006,0.0031728018,0.00015743646,0.8637477,0.08824667,0.000034275752],"about_ca_topic_score_codex":0.0074640126,"about_ca_topic_score_gemma":0.0070280223,"teacher_disagreement_score":0.00751954,"about_ca_system_score_codex":0.007416334,"about_ca_system_score_gemma":0.004958275,"threshold_uncertainty_score":0.053809524},"labels":[],"label_agreement":null},{"id":"W1546019148","doi":"10.15353/joci.v6i3.2544","title":"Equity, pedagogy and inclusion. Harnessing digital technologies to support higher education access and success","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Higher education; Pace; Inclusion (mineral); Phone; Access to Higher Education; Distance education; Equity (law); Pedagogy; Psychology; Face-to-face; Mathematics education; Medical education; Sociology; Political science; Social psychology; Medicine","score_opus":0.1750663022772623,"score_gpt":0.4516349488481927,"score_spread":0.2765686465709304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1546019148","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21525717,0.015316197,0.018176703,0.111619554,0.0011632657,0.0004453936,0.0001606937,0.00025939732,0.6376016],"genre_scores_gemma":[0.9694862,0.0024628434,0.0025764501,0.003826167,0.0002844037,0.00012388141,0.00003914564,0.000051503644,0.021149391],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99185985,0.0037330023,0.00020962575,0.00049139914,0.0024770848,0.0012289948],"domain_scores_gemma":[0.99147016,0.0029221654,0.00088084274,0.0005196943,0.00078464835,0.0034224428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008448594,0.00039688457,0.00039150863,0.0028764163,0.004151228,0.013862906,0.001050546,0.0020135178,0.009391742],"category_scores_gemma":[0.012929536,0.00024248702,0.0003507409,0.0014235007,0.015373705,0.010345363,0.026128583,0.0026051905,0.0013868449],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046893943,0.00033314555,0.021683598,0.00059498125,0.00003864902,0.0002924079,0.074108,0.0002999494,0.0012514524,0.38818592,0.0131957745,0.49996918],"study_design_scores_gemma":[0.00003044285,0.0003805772,0.054038476,0.0022668634,0.000041703322,0.0006447576,0.085346006,0.00057640474,0.0016124421,0.38986096,0.46513933,0.000062128995],"about_ca_topic_score_codex":0.0042522927,"about_ca_topic_score_gemma":0.0051157307,"teacher_disagreement_score":0.013862906,"about_ca_system_score_codex":0.004021454,"about_ca_system_score_gemma":0.008800782,"threshold_uncertainty_score":0.044681013},"labels":[],"label_agreement":null},{"id":"W1546238723","doi":"10.15353/joci.v9i1.3179","title":"Towards the Internet as a Global Public Good","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Public health and occupational medicine","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Internet privacy; Business; Computer science; World Wide Web","score_opus":0.07605450610713536,"score_gpt":0.37532846199462394,"score_spread":0.29927395588748856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1546238723","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007988344,0.0030629607,0.00010383937,0.103595704,0.8918717,0.0000175409,0.000032508255,0.000029347311,0.0012065364],"genre_scores_gemma":[0.0009786512,0.0019075143,0.00009416418,0.04835033,0.94563043,0.00001640486,0.00001210335,0.000026615706,0.0029837217],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98989654,0.00196858,0.001361847,0.0012014372,0.0046054306,0.000966122],"domain_scores_gemma":[0.9339896,0.03411575,0.0034814703,0.0016008472,0.020096,0.006716299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011462905,0.004053687,0.0047714687,0.00486839,0.004676466,0.014141374,0.00503548,0.046210505,0.007877512],"category_scores_gemma":[0.042553034,0.0014582069,0.0028630758,0.0020617777,0.007647408,0.009050293,0.0023667433,0.044960096,0.0058660833],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039840255,0.000030101866,0.00005237692,0.00023374676,0.000021976482,0.00012830773,0.000041324165,0.000022906319,0.00007601039,0.0009867067,0.9957288,0.0026379325],"study_design_scores_gemma":[0.00008557863,0.00006833623,0.000836622,0.00092228,0.00015975785,0.0004487349,0.00032194325,0.00036631923,0.00027258813,0.003203418,0.9932562,0.00005817596],"about_ca_topic_score_codex":0.0015891364,"about_ca_topic_score_gemma":0.0035992516,"teacher_disagreement_score":0.046210505,"about_ca_system_score_codex":0.004354939,"about_ca_system_score_gemma":0.0043365494,"threshold_uncertainty_score":0.060622394},"labels":[],"label_agreement":null},{"id":"W1546323812","doi":"10.15353/joci.v4i1.2972","title":"Saving Toronto Hydro Telecom's One Zone project from itself: alternative models for urban public wireless infrastructure","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Telecommunications; Finance; Project finance; Business; Corporation; Corporate governance; Public infrastructure; Telecom infrastructure sharing; Public sector; Private sector; Economics; Engineering; Economic growth; Economy; Political science","score_opus":0.04195800918443653,"score_gpt":0.2590248285554322,"score_spread":0.21706681937099565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1546323812","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4343645,0.0008852212,0.021894626,0.030491779,0.00014701816,0.00037908638,0.00044896433,0.00020231903,0.5111865],"genre_scores_gemma":[0.9682644,0.00039604216,0.0030438805,0.00033005624,0.000018968209,0.0001186247,0.00007553769,0.000030278028,0.027722236],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99859565,0.0005079679,0.000014414449,0.00006636163,0.00030742981,0.0005080905],"domain_scores_gemma":[0.99901557,0.00027971066,0.000071067414,0.00013892009,0.00017015327,0.000324466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010729685,0.00033637765,0.00019347607,0.00067995535,0.0039947894,0.0056154365,0.001115817,0.001713629,0.008948089],"category_scores_gemma":[0.002052494,0.00023360155,0.00047159742,0.0012757672,0.0039680367,0.0026431873,0.002463233,0.0015034354,0.00039277555],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009449945,0.00005844551,0.004241627,0.000068434456,0.000016360564,0.0005602483,0.004076156,0.010403439,0.00054974656,0.95216125,0.0120926425,0.015677199],"study_design_scores_gemma":[0.00035768474,0.00070189097,0.028964866,0.00051065674,0.00013339889,0.00079123065,0.08479151,0.065091565,0.0025277364,0.20820414,0.60768235,0.00024288912],"about_ca_topic_score_codex":0.41412857,"about_ca_topic_score_gemma":0.7542648,"teacher_disagreement_score":0.58587146,"about_ca_system_score_codex":0.028475702,"about_ca_system_score_gemma":0.017512659,"threshold_uncertainty_score":0.82343614},"labels":[],"label_agreement":null},{"id":"W1546527475","doi":"10.15353/joci.v9i3.3152","title":"Digital Habitats – stewarding technology for communities","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Stewardship (theology); Habitat; Environmental stewardship; Space (punctuation); Environmental resource management; Community of practice; Ecology; Geography; Computer science; Environmental ethics; Sociology; Knowledge management; Political science; Biology; Social science; Environmental science","score_opus":0.03892077289394032,"score_gpt":0.24856378957887465,"score_spread":0.20964301668493435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1546527475","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004761173,0.009536778,0.017973686,0.019091422,0.003076122,0.00019512011,0.0009884605,0.0027238561,0.9416535],"genre_scores_gemma":[0.07141191,0.021645676,0.021162689,0.004696029,0.0011363729,0.00028599374,0.001962061,0.0019801378,0.8757192],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925965,0.00015157145,0.000041363186,0.00007209363,0.00039727427,0.00007805639],"domain_scores_gemma":[0.99911326,0.00028484294,0.000056019086,0.00016637305,0.00021078832,0.00016877674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006210373,0.00038041797,0.00024236822,0.0013069572,0.0018665866,0.007656504,0.0006885759,0.0016701906,0.0732796],"category_scores_gemma":[0.0031651934,0.0003694457,0.0002756794,0.0023784575,0.0016190938,0.01071438,0.004189855,0.0016087558,0.02915362],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017083663,0.000033143235,0.00046716834,0.00027099546,0.0000032556768,0.00010021512,0.002064396,0.0003333506,0.00043246328,0.14504191,0.5771063,0.27412975],"study_design_scores_gemma":[0.000001952253,0.000007106478,0.00033413625,0.00013273314,0.0000011046704,0.00008091443,0.0003885747,0.00007131126,0.00014725843,0.0065820753,0.9922482,0.00000463636],"about_ca_topic_score_codex":0.0036291815,"about_ca_topic_score_gemma":0.0058123996,"teacher_disagreement_score":0.0732796,"about_ca_system_score_codex":0.0014816752,"about_ca_system_score_gemma":0.0022536274,"threshold_uncertainty_score":0.24514467},"labels":[],"label_agreement":null},{"id":"W1547441292","doi":"10.15353/joci.v10i2.2662","title":"Settler Colonialism and First Nations e-Communities in Northwestern Ontario","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Colonialism; Position (finance); Political science; Local community; Psychological resilience; Resilience (materials science); First nation; Economic growth; Business; Economics; Law; Ecology","score_opus":0.027275590263277534,"score_gpt":0.2881476571164266,"score_spread":0.26087206685314906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547441292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9824539,0.00029105562,0.000053121807,0.0019971458,0.000019619412,0.000022522981,0.00011047109,0.0000057056227,0.015046379],"genre_scores_gemma":[0.992218,0.0003274199,0.00006500176,0.00024076026,0.000003582459,0.000011559203,0.00005904801,0.0000072494204,0.0070673414],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9985789,0.0002043469,0.000040448627,0.0001152505,0.00026814488,0.0007928386],"domain_scores_gemma":[0.99570364,0.0005355476,0.0005347872,0.00012974611,0.0011229741,0.0019733023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010078129,0.00013131723,0.0003373176,0.00088385143,0.018855223,0.0041432423,0.00089848146,0.00045969003,0.0059072035],"category_scores_gemma":[0.00419371,0.00020283875,0.00015545584,0.002066819,0.0052207694,0.0010246241,0.003636821,0.0013580136,0.00021982675],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021885405,0.00023645832,0.46980423,0.0001380602,0.000036235575,0.0029982107,0.45368385,0.00024799522,0.0007980636,0.018419359,0.009012202,0.044406436],"study_design_scores_gemma":[0.000017038947,0.000041972504,0.4472926,0.00026938098,0.000020923833,0.000310962,0.5113565,0.00022649749,0.00021664078,0.0006744341,0.039539374,0.000033695927],"about_ca_topic_score_codex":0.99209255,"about_ca_topic_score_gemma":0.9981317,"teacher_disagreement_score":0.0507036,"about_ca_system_score_codex":0.0507036,"about_ca_system_score_gemma":0.068775564,"threshold_uncertainty_score":0.36788207},"labels":[],"label_agreement":null},{"id":"W1547479566","doi":"10.15353/joci.v7i1-2.2572","title":"Root Shock: How Tearing Up City Neighborhoods Hurts America and What We Can Do About It: Fullilove, Mindy Thompson. (2004)","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tearing; Shock (circulatory); Root (linguistics); Engineering; Medicine; Internal medicine; Philosophy; Mechanical engineering","score_opus":0.07600552611074471,"score_gpt":0.30074659752156296,"score_spread":0.22474107141081826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547479566","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003703252,0.86364603,0.00067267194,0.10265318,0.016541637,0.000023107148,0.00010431714,0.00006471963,0.015924035],"genre_scores_gemma":[0.0056015295,0.8569814,0.0010118886,0.046271123,0.010264718,0.000055867138,0.00015788263,0.00018185287,0.07947371],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994618,0.00013397381,0.0000256231,0.00006986476,0.00024276,0.00006589439],"domain_scores_gemma":[0.99876416,0.0005968589,0.0000827946,0.000030900985,0.00037821181,0.00014708514],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012721962,0.0010161777,0.001201236,0.0018283711,0.0025327576,0.0070407093,0.0016940362,0.004196284,0.013120937],"category_scores_gemma":[0.0031272455,0.00046010214,0.00059074897,0.0031325717,0.0031554608,0.008252129,0.0022266484,0.0059500393,0.0066030235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009803127,0.000015106455,0.00017414629,0.00050013687,0.000012676489,0.000055980283,0.000959496,0.000055170916,0.000044512013,0.0070540593,0.91524214,0.07587675],"study_design_scores_gemma":[0.00000500524,0.000012331415,0.00042695415,0.001281221,0.000013835841,0.00020083024,0.0016094445,0.000034881028,0.00006223033,0.0045161108,0.99182206,0.000015083729],"about_ca_topic_score_codex":0.026720213,"about_ca_topic_score_gemma":0.07033027,"teacher_disagreement_score":0.026720213,"about_ca_system_score_codex":0.0033835517,"about_ca_system_score_gemma":0.0054487474,"threshold_uncertainty_score":0.053129375},"labels":[],"label_agreement":null},{"id":"W1548237285","doi":"10.15353/joci.v1i2.2042","title":"Community Portals: A False Dawn over the Field of Dreams?","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Interactivity; Context (archaeology); Field (mathematics); Public sector; Enterprise portal; Government (linguistics); Public relations; Computer science; World Wide Web; Business; Political science; Geography","score_opus":0.03751426330375964,"score_gpt":0.34191064092177786,"score_spread":0.30439637761801824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1548237285","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17283766,0.021793658,0.008012291,0.701027,0.0029491952,0.00006595443,0.0009827252,0.0004648309,0.09186674],"genre_scores_gemma":[0.9456253,0.008608221,0.0031574105,0.0228414,0.00050213194,0.000048752427,0.00040800683,0.00019239564,0.018616341],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9929173,0.0033079346,0.00038590186,0.0007409669,0.0015583708,0.0010895233],"domain_scores_gemma":[0.9774784,0.009111029,0.002425974,0.0016208665,0.0038186568,0.0055451742],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008822735,0.00022339975,0.00036967383,0.0019900817,0.0060006483,0.018600488,0.0011321413,0.0031965917,0.013775489],"category_scores_gemma":[0.019563507,0.00031373187,0.0003373541,0.004666465,0.014248274,0.03199524,0.009109633,0.004635272,0.0016878729],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024048601,0.00011532561,0.022288088,0.0012252312,0.000026612786,0.0014802405,0.06251059,0.00022119195,0.0006297385,0.56657827,0.17286767,0.1718166],"study_design_scores_gemma":[0.00001817454,0.000086610926,0.016922137,0.0008076866,0.000009733179,0.00096739916,0.16138858,0.00029881299,0.00043691634,0.039569765,0.77942234,0.000071831135],"about_ca_topic_score_codex":0.030100621,"about_ca_topic_score_gemma":0.0434681,"teacher_disagreement_score":0.030100621,"about_ca_system_score_codex":0.007913938,"about_ca_system_score_gemma":0.009455506,"threshold_uncertainty_score":0.059850812},"labels":[],"label_agreement":null},{"id":"W1549320313","doi":"10.15353/joci.v9i3.3158","title":"The Emergence of Converging Communities via Twitter","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Friendship; Socialization; Ethnography; Sociology; Social media; Public relations; World Wide Web; Political science; Computer science; Social science","score_opus":0.05722598595595556,"score_gpt":0.3096972853983836,"score_spread":0.252471299442428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1549320313","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91778606,0.00038022234,0.024898235,0.0028874967,0.00010778679,0.00014137075,0.00019607964,0.00020877666,0.053394046],"genre_scores_gemma":[0.98900807,0.000162701,0.00645167,0.00012252455,0.000029995854,0.000073446376,0.00009668118,0.00004915697,0.0040058754],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9975407,0.0012835037,0.00011705921,0.00030137997,0.00051019643,0.00024729874],"domain_scores_gemma":[0.9919594,0.0040711286,0.00093622645,0.0010727033,0.0010328648,0.0009276287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002656855,0.0002969398,0.00025342565,0.0022168178,0.0050548804,0.0049869358,0.0007230017,0.00094506063,0.0038048504],"category_scores_gemma":[0.012188913,0.00040294166,0.0003915428,0.0012925011,0.004214247,0.010123423,0.00934081,0.001159381,0.0009197175],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005139648,0.00012913189,0.1100025,0.00046092513,0.000082150764,0.0040961844,0.4866289,0.0022359374,0.018355623,0.19525072,0.0065684556,0.17567551],"study_design_scores_gemma":[0.0000973494,0.00036207915,0.06704003,0.00092044706,0.00015760245,0.0034723815,0.44176856,0.023577249,0.013679817,0.18677695,0.2619344,0.00021312428],"about_ca_topic_score_codex":0.0022733915,"about_ca_topic_score_gemma":0.0038240363,"teacher_disagreement_score":0.0050548804,"about_ca_system_score_codex":0.0011912703,"about_ca_system_score_gemma":0.0012516034,"threshold_uncertainty_score":0.01405102},"labels":[],"label_agreement":null},{"id":"W1550279989","doi":"10.15353/joci.v8i1.3072","title":"Serving Seniors with Simple Technology – From Indoor to Outdoor Emergency Support and Care","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Service (business); Mobile technology; Simple (philosophy); Internet privacy; Mobile device; Computer science; Medical emergency; Computer security; Business; World Wide Web; Medicine; Marketing","score_opus":0.021180394664254622,"score_gpt":0.2986751035583963,"score_spread":0.2774947088941417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550279989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9751789,0.0016424673,0.00087590824,0.0039409976,0.00019991265,0.00008006194,0.00019257047,0.00013842857,0.017750774],"genre_scores_gemma":[0.98703825,0.0019078986,0.0018662703,0.0027574087,0.00011435361,0.00005461765,0.00020128048,0.000016312251,0.006043577],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9996131,0.000088183144,0.0000358683,0.000034615477,0.00009551854,0.00013269685],"domain_scores_gemma":[0.9993175,0.00004482627,0.00008049982,0.000032057465,0.00014475203,0.00038032152],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069833186,0.00027545946,0.0002414392,0.0006252165,0.0014659865,0.0012323222,0.0002606055,0.0006607327,0.0064672786],"category_scores_gemma":[0.0015398131,0.00021347518,0.00036082542,0.00051140535,0.00033442426,0.0013107456,0.0019462829,0.0005856627,0.0021546339],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021882782,0.0019277914,0.31774443,0.0009922786,0.00009621021,0.002581533,0.05663731,0.00011575764,0.010915919,0.0009843608,0.05226138,0.5555242],"study_design_scores_gemma":[0.00013030552,0.0056626624,0.61076534,0.00095639477,0.00016459661,0.012310166,0.13200653,0.0005250599,0.0031365918,0.0020068875,0.23220335,0.0001321585],"about_ca_topic_score_codex":0.0027833355,"about_ca_topic_score_gemma":0.008331479,"teacher_disagreement_score":0.0064672786,"about_ca_system_score_codex":0.000295406,"about_ca_system_score_gemma":0.0007745632,"threshold_uncertainty_score":0.021635234},"labels":[],"label_agreement":null},{"id":"W1550357722","doi":"10.15353/joci.v7i1-2.2559","title":"Editorial: Community Informatics in Brazil","year":2011,"lang":"en","type":"editorial","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Informatics; Data science; Library science; Computer science; Political science; Law","score_opus":0.03161581627175086,"score_gpt":0.2889710033866769,"score_spread":0.25735518711492605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550357722","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005746959,0.0034623037,0.000064870605,0.04861288,0.94608784,0.000024085337,0.000031083015,0.000027428205,0.0016320642],"genre_scores_gemma":[0.0009329446,0.0033617138,0.000062820174,0.019898122,0.9666814,0.00002866741,0.000019931631,0.000035664987,0.008978769],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949862,0.00096826564,0.00061759027,0.000601527,0.002300448,0.0005259492],"domain_scores_gemma":[0.97738874,0.007342144,0.0015021121,0.0005691618,0.009703316,0.0034946213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006691875,0.0036061502,0.0034630138,0.005282692,0.0045385156,0.009448037,0.0028900523,0.016284479,0.013421637],"category_scores_gemma":[0.032326564,0.0010779457,0.0025983194,0.0017884296,0.0029428783,0.0034686776,0.0022033167,0.015069911,0.0056816167],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024227906,0.000013387387,0.00003627714,0.00018092238,0.0000141016,0.00020338505,0.000023951077,0.000020322268,0.00004193767,0.00032248686,0.99594337,0.003175512],"study_design_scores_gemma":[0.000053271066,0.000025275596,0.00040054208,0.00066410186,0.00005915167,0.00035005872,0.00010284024,0.00012837267,0.000093216564,0.000700619,0.9974049,0.00001755444],"about_ca_topic_score_codex":0.0029922356,"about_ca_topic_score_gemma":0.0075025703,"teacher_disagreement_score":0.016284479,"about_ca_system_score_codex":0.004248071,"about_ca_system_score_gemma":0.004786891,"threshold_uncertainty_score":0.04489982},"labels":[],"label_agreement":null},{"id":"W1550562236","doi":"10.15353/joci.v11i1.2848","title":"The Nature of Hybrid Community: An Exploratory Study of Open Source Software User Groups","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Complement (music); Representation (politics); Computer science; Virtual community; Field (mathematics); Human–computer interaction; Dual representation; Dual (grammatical number); Exploratory research; Software; Open source software; Open source; World Wide Web; The Internet; Sociology; Mathematics; Programming language","score_opus":0.06865425471483466,"score_gpt":0.32247071143514466,"score_spread":0.25381645672031,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550562236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99773943,0.00003014468,0.0008366142,0.00023529204,0.0000030476363,0.00007327809,0.000015686008,0.00000814023,0.0010583624],"genre_scores_gemma":[0.998536,0.00004225495,0.000733039,0.00010542598,0.000005716753,0.00011642534,0.000019767342,0.000008357727,0.0004330308],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9922746,0.0055995192,0.00018234555,0.0005497623,0.0006645666,0.00072917226],"domain_scores_gemma":[0.9752134,0.018313207,0.0018327804,0.00074076944,0.0013504535,0.0025495042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009586819,0.0003720178,0.00056672335,0.0035687946,0.008591994,0.0047196434,0.0016867192,0.0020389238,0.001929618],"category_scores_gemma":[0.02601738,0.000578851,0.00025391442,0.0022352415,0.008362699,0.008008955,0.007141021,0.0024246154,0.00028582488],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054063523,0.00022090749,0.0184933,0.000032682412,0.000004403605,0.00023948496,0.9742236,0.00002545071,0.0006119246,0.0016746303,0.0001738393,0.004245853],"study_design_scores_gemma":[0.000016857693,0.00019659223,0.016232323,0.000034265027,0.000004459761,0.00018426366,0.978521,0.00051637966,0.00025511676,0.0016199948,0.0023929814,0.000025727917],"about_ca_topic_score_codex":0.005475638,"about_ca_topic_score_gemma":0.008839302,"teacher_disagreement_score":0.009586819,"about_ca_system_score_codex":0.0018657624,"about_ca_system_score_gemma":0.0019904806,"threshold_uncertainty_score":0.050700605},"labels":[],"label_agreement":null},{"id":"W1551100479","doi":"10.15353/joci.v11i1.2849","title":"Information Kiosk Based Indian E-Governance Service Delivery: Value Chain Based Measurement Modelling","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Corporate governance; Consolidation (business); Business; Service delivery framework; E-governance; Context (archaeology); Public administration; Good governance; Public relations; Service (business); Political science; Marketing; Accounting; Finance","score_opus":0.0864003473351793,"score_gpt":0.2757337710620348,"score_spread":0.18933342372685547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551100479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44084826,0.00066227856,0.43819058,0.0034481296,0.00013440834,0.0010588603,0.0033417295,0.0019508866,0.11036491],"genre_scores_gemma":[0.95177794,0.00044610052,0.038359262,0.000058510745,0.00001126813,0.0002997523,0.000872892,0.00007183107,0.0081025725],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.9984275,0.00057008915,0.00013017553,0.00025533937,0.000368056,0.00024885562],"domain_scores_gemma":[0.9950164,0.0029731998,0.0005362238,0.00034226233,0.0009456719,0.00018616849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021852697,0.00063845504,0.000578367,0.0033025353,0.001015215,0.0066857985,0.0022219867,0.0014099926,0.0070135756],"category_scores_gemma":[0.008444872,0.0005528784,0.001184563,0.006894161,0.0014365934,0.0045790556,0.0020362264,0.0018126855,0.0013546512],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020742825,0.00044443665,0.023747856,0.00031400315,0.00009571889,0.00035108312,0.00211361,0.7697534,0.0008290723,0.14726499,0.0030347542,0.051843517],"study_design_scores_gemma":[0.000006824395,0.0000395495,0.0018567735,0.000033540877,0.000022255192,0.000036776615,0.0005127435,0.98507524,0.0002688125,0.009934016,0.0021924109,0.000021116757],"about_ca_topic_score_codex":0.06297144,"about_ca_topic_score_gemma":0.026227338,"teacher_disagreement_score":0.06297144,"about_ca_system_score_codex":0.0071760253,"about_ca_system_score_gemma":0.0033582249,"threshold_uncertainty_score":0.12520981},"labels":[],"label_agreement":null},{"id":"W1551862888","doi":"10.15353/joci.v9i3.3157","title":"Communities, Crowds and Focal Sites: Fine-Tuning the Theoretical Grounding of Collaboration Online","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Crowds; The Internet; Value (mathematics); Sociology; Focus (optics); Online and offline; Control (management); Social media; Public relations; Internet privacy; Data science; Computer science; Political science; World Wide Web; Computer security; Law","score_opus":0.03251299498003443,"score_gpt":0.28677865386867346,"score_spread":0.25426565888863906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551862888","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3664707,0.0046521677,0.3191715,0.027293865,0.00047601268,0.00020981474,0.00013792969,0.00022558478,0.28136244],"genre_scores_gemma":[0.9827116,0.00060667214,0.01396696,0.00033106847,0.000065802,0.00009768574,0.00002848394,0.000047738482,0.002143932],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9920385,0.0055189375,0.00020043527,0.0010006588,0.00076542154,0.00047606078],"domain_scores_gemma":[0.9604742,0.031600695,0.0016175858,0.0038218389,0.0010179346,0.0014676946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008598507,0.00046042833,0.00089977554,0.003406557,0.0057279896,0.009254366,0.0024675052,0.0032108005,0.010428461],"category_scores_gemma":[0.0358084,0.0006050697,0.0008127077,0.0023837606,0.027883392,0.022697503,0.011770081,0.0027062614,0.00063885644],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004176348,0.000026312106,0.0018186363,0.0000849964,0.000010595778,0.00006693092,0.0071342173,0.0019334716,0.00012767626,0.9755376,0.0005816676,0.012636106],"study_design_scores_gemma":[0.000023710603,0.000020324824,0.0008132981,0.00013655939,0.000013102633,0.00005741106,0.007985298,0.006476539,0.00014153233,0.97653836,0.0077801673,0.000013696809],"about_ca_topic_score_codex":0.0046062632,"about_ca_topic_score_gemma":0.0048434534,"teacher_disagreement_score":0.010428461,"about_ca_system_score_codex":0.0035125783,"about_ca_system_score_gemma":0.0033854223,"threshold_uncertainty_score":0.045473814},"labels":[],"label_agreement":null},{"id":"W1552769539","doi":"10.15353/joci.v8i1.3064","title":"Tomorrow’s Seniors: Technology And Leisure Programming","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Recreation; Baby boomers; Marketing; Gerontology; Public relations; Psychology; Advertising; Business; Sociology; Political science; Demographic economics; Economics; Medicine","score_opus":0.02586431249115828,"score_gpt":0.3044824946867549,"score_spread":0.27861818219559664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1552769539","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9254936,0.0029332973,0.00079330296,0.010477204,0.00021061671,0.0000601446,0.00016472385,0.00006938828,0.05979781],"genre_scores_gemma":[0.98424613,0.0024737124,0.00082208094,0.0011387825,0.000053254356,0.00003862572,0.00012481598,0.000013677958,0.011088909],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99977034,0.00008640399,0.00001010205,0.000019716628,0.000038618935,0.00007483292],"domain_scores_gemma":[0.99952376,0.000089708374,0.000046494843,0.000015960517,0.000032509095,0.00029155434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003964537,0.00018559399,0.0001124713,0.00052430393,0.0013298976,0.0018600461,0.00025199805,0.0003114417,0.005888925],"category_scores_gemma":[0.0014040305,0.000109521425,0.00018051875,0.00049020606,0.00035846911,0.0010351578,0.0012401054,0.000509474,0.00042645194],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022148764,0.0013974976,0.25208992,0.0004461672,0.00006143684,0.0010612505,0.114652246,0.00016363092,0.0015134519,0.0060816356,0.04171735,0.58059394],"study_design_scores_gemma":[0.00005333994,0.0011812279,0.41276413,0.0011147133,0.00011246315,0.0016661453,0.3469362,0.00057627744,0.0009534608,0.0041485503,0.23043506,0.00005848383],"about_ca_topic_score_codex":0.0073332638,"about_ca_topic_score_gemma":0.021721613,"teacher_disagreement_score":0.0073332638,"about_ca_system_score_codex":0.00050386885,"about_ca_system_score_gemma":0.0010484463,"threshold_uncertainty_score":0.019700468},"labels":[],"label_agreement":null},{"id":"W1553462885","doi":"10.15353/joci.v1i1.2063","title":"Towards a Neo-Apartheid System of Governance in Latin America - Implications for the Community Informatics Guild","year":2004,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Guild; Latin Americans; Corporate governance; Political science; Informatics; Public administration; Sociology; Economics; Management; Law; Ecology","score_opus":0.03288284132313835,"score_gpt":0.2776286511042547,"score_spread":0.24474580978111637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553462885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37697676,0.003453584,0.01941153,0.3135713,0.00039248503,0.00024108209,0.000113656264,0.000071211216,0.28576842],"genre_scores_gemma":[0.98097277,0.000524477,0.0033542798,0.005815619,0.00004850566,0.00012438105,0.00002543657,0.000013780542,0.009120753],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974712,0.0014943264,0.00007316636,0.00020453741,0.00020235991,0.00055438175],"domain_scores_gemma":[0.9974987,0.00060228386,0.00028557083,0.0002696407,0.0006876569,0.0006560325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00576488,0.00017381243,0.00040175268,0.0005302373,0.0067326953,0.006040595,0.00073211844,0.0014211377,0.0029770588],"category_scores_gemma":[0.0051628454,0.00013881193,0.00022854176,0.00094376,0.01420693,0.0030882088,0.005632038,0.0027574834,0.000112893686],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022497656,0.00005003257,0.0028158543,0.000035062527,0.0000070558744,0.00010095163,0.013370424,0.000326389,0.00018664834,0.97261435,0.0017675083,0.008703122],"study_design_scores_gemma":[0.00017925567,0.00007649562,0.018408857,0.00035825878,0.000022854227,0.00018752308,0.04981253,0.0018362679,0.00029731996,0.70692945,0.22183585,0.000055269033],"about_ca_topic_score_codex":0.036320902,"about_ca_topic_score_gemma":0.07370809,"teacher_disagreement_score":0.036320902,"about_ca_system_score_codex":0.009629813,"about_ca_system_score_gemma":0.01852034,"threshold_uncertainty_score":0.072218955},"labels":[],"label_agreement":null},{"id":"W1553662292","doi":"10.15353/joci.v10i1.2754","title":"Exploring the Formation of Social Capital in a Malaysia Virtual Community","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social capital; Virtual community; Context (archaeology); Exploratory research; Sociology; Public relations; Qualitative research; Psychology; Social psychology; Political science; Social science; The Internet; Geography; World Wide Web; Computer science","score_opus":0.12106282293284688,"score_gpt":0.30527481652215854,"score_spread":0.18421199358931167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553662292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9883625,0.00011814807,0.0016436927,0.00042012407,0.000009804178,0.0000645376,0.000014007428,0.000008630878,0.009358483],"genre_scores_gemma":[0.998626,0.00005348068,0.00066520093,0.00001673849,0.0000023765235,0.000014462614,0.0000045963907,0.0000011292831,0.00061602343],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99725777,0.0019219151,0.000057984747,0.00012245987,0.0002584317,0.00038147502],"domain_scores_gemma":[0.99627185,0.0018239585,0.0006879784,0.00017881025,0.00022996748,0.00080745463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024668702,0.00026686204,0.00015983068,0.0015680216,0.0045937677,0.0035805611,0.0006995072,0.0007488913,0.0012826138],"category_scores_gemma":[0.0033000123,0.00018409571,0.00016597104,0.0008565227,0.0038335253,0.0036332824,0.0046277912,0.0006555783,0.00009863435],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018780134,0.00046610387,0.105375595,0.00033673944,0.000039056646,0.008415436,0.7704546,0.001425228,0.0043719434,0.04014421,0.001314949,0.0674683],"study_design_scores_gemma":[0.000019215495,0.00037042066,0.042109743,0.0003660418,0.00003094802,0.0021674065,0.9090303,0.0055763684,0.0024438617,0.008044089,0.02978926,0.00005238888],"about_ca_topic_score_codex":0.0042510573,"about_ca_topic_score_gemma":0.0096393265,"teacher_disagreement_score":0.0045937677,"about_ca_system_score_codex":0.0025323394,"about_ca_system_score_gemma":0.002633409,"threshold_uncertainty_score":0.01837343},"labels":[],"label_agreement":null},{"id":"W1553867524","doi":"10.15353/joci.v9i4.3148","title":"Reporting on Accessibility Challenges Experienced by South Africa’s Older Mobile Phone Users","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thriving; Mobile phone; Developing country; Affect (linguistics); Phone; Internet privacy; Business; Public relations; Computer science; Political science; Psychology; Economic growth; Telecommunications; Communication","score_opus":0.06601450535586932,"score_gpt":0.335075665824772,"score_spread":0.26906116046890266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553867524","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999079,0.00011352659,0.000057414523,0.00017726405,0.0000036101492,0.0000054741527,0.000020095202,0.0000010193727,0.0005426173],"genre_scores_gemma":[0.99943453,0.00019535232,0.00006445452,0.00006522487,0.0000030298163,0.0000073046676,0.000015212972,9.556653e-7,0.0002140349],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9993824,0.0002328962,0.000074871394,0.000055323184,0.000097863085,0.00015670618],"domain_scores_gemma":[0.9971169,0.0011509615,0.0008470514,0.00014629253,0.00043274913,0.00030605902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013814751,0.0002550062,0.00036024424,0.00086344406,0.0019215324,0.001355492,0.00027719114,0.0005893956,0.0017873904],"category_scores_gemma":[0.0067820065,0.0001935816,0.00024205852,0.00080622226,0.0009868935,0.0016043397,0.0022815946,0.0007115443,0.00016637571],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008820683,0.000049325718,0.3162929,0.00020804231,0.000023538165,0.0029699907,0.65885127,0.00004598465,0.002319385,0.00040503347,0.000658527,0.018087782],"study_design_scores_gemma":[0.0000048316774,0.00014000128,0.17255433,0.00019128498,0.00003556849,0.001972118,0.8188751,0.00015487037,0.00043846038,0.00026956887,0.0053306655,0.000033219527],"about_ca_topic_score_codex":0.016722117,"about_ca_topic_score_gemma":0.020223163,"teacher_disagreement_score":0.016722117,"about_ca_system_score_codex":0.00073241506,"about_ca_system_score_gemma":0.0008556246,"threshold_uncertainty_score":0.033249557},"labels":[],"label_agreement":null},{"id":"W1554771390","doi":"10.15353/joci.v6i3.2538","title":"“Poetic” publics: Agency and rhetorics of “netroots” activism in post-earthquake L’Aquila","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Poetry; Agency (philosophy); Public sphere; Sociology; Media studies; Mainstream; Politics; Aesthetics; Social movement; Citizen journalism; Political science; Social science; Literature; Art; Law","score_opus":0.06232076987606024,"score_gpt":0.29891705662393847,"score_spread":0.23659628674787822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1554771390","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2262221,0.004295513,0.02245596,0.088839,0.0017308912,0.00016911152,0.00007198633,0.00034832247,0.6558671],"genre_scores_gemma":[0.98672765,0.0003764071,0.00067977235,0.0014618756,0.00032753625,0.000074920725,0.00001507647,0.00007581319,0.010260827],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9929732,0.0051562316,0.00009748654,0.00040308887,0.00074390497,0.0006261172],"domain_scores_gemma":[0.98719215,0.010318094,0.00092835526,0.00051318615,0.0005947361,0.00045343535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009355987,0.0007781364,0.0004410065,0.003603233,0.014471336,0.01268116,0.0014670087,0.003982395,0.005645933],"category_scores_gemma":[0.015431811,0.0004021006,0.00040199384,0.0019248548,0.046370145,0.011849853,0.008943312,0.0050311033,0.00043317516],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007330415,0.000056548124,0.0006023335,0.00017549185,0.0000097647835,0.0005140839,0.36991632,0.00020234213,0.0004599086,0.61388505,0.0051313904,0.008973429],"study_design_scores_gemma":[0.00007179216,0.00013299372,0.0021417458,0.00069582724,0.000037938284,0.00048729082,0.3631635,0.0015995069,0.0014985627,0.11828854,0.5118235,0.000058844365],"about_ca_topic_score_codex":0.0032318027,"about_ca_topic_score_gemma":0.0033818511,"teacher_disagreement_score":0.014471336,"about_ca_system_score_codex":0.009360182,"about_ca_system_score_gemma":0.0028823595,"threshold_uncertainty_score":0.067913175},"labels":[],"label_agreement":null},{"id":"W1555799491","doi":"10.15353/joci.v9i3.3155","title":"Facilitating community innovation: The Outils-Réseaux Way","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social network analysis; Knowledge management; Work (physics); Coevolution; Sociology; World Wide Web; Computer science; Engineering; Social media","score_opus":0.07099212299765076,"score_gpt":0.3609337886376873,"score_spread":0.28994166564003654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1555799491","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19832624,0.004169144,0.19392797,0.058337864,0.0011726047,0.0007298444,0.00014229312,0.0027860308,0.540408],"genre_scores_gemma":[0.9485517,0.00068038335,0.03156649,0.002480823,0.00019586577,0.0005303576,0.000062692554,0.0002923623,0.015639339],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9762207,0.01935059,0.00024480562,0.0011643436,0.0016870484,0.0013324273],"domain_scores_gemma":[0.97000444,0.018581823,0.0013980161,0.0051584407,0.0013357779,0.0035214953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014830033,0.0008953456,0.0005945241,0.0037629013,0.009157007,0.015774274,0.0024524352,0.004016436,0.010764959],"category_scores_gemma":[0.021404242,0.00063570513,0.00095746404,0.0014428638,0.025004832,0.022568624,0.02223586,0.0025880234,0.0022898745],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002637368,0.00039258352,0.0048574284,0.0007499232,0.00006895882,0.001118777,0.10679149,0.0008294839,0.0028957867,0.76076406,0.01280022,0.10846762],"study_design_scores_gemma":[0.00036347396,0.0003811551,0.0027312252,0.00076125964,0.000082598424,0.0013529073,0.07326348,0.0039157546,0.0028565265,0.40359122,0.5105756,0.00012481055],"about_ca_topic_score_codex":0.0016977473,"about_ca_topic_score_gemma":0.0023291593,"teacher_disagreement_score":0.015774274,"about_ca_system_score_codex":0.0028330036,"about_ca_system_score_gemma":0.0042503285,"threshold_uncertainty_score":0.0784297},"labels":[],"label_agreement":null},{"id":"W1556106592","doi":"10.15353/joci.v1i3.2027","title":"Editorial: Putting Our Work in Context","year":2005,"lang":"en","type":"editorial","venue":"The Journal of Community Informatics","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Context (archaeology); Engineering ethics; Sociology; Engineering; History; Mechanical engineering; Archaeology","score_opus":0.1392861425199959,"score_gpt":0.4742349474260947,"score_spread":0.3349488049060988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1556106592","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000029674353,0.0012379476,0.000085623054,0.025620703,0.97248757,0.000018599263,0.000027674207,0.000036636928,0.00045566462],"genre_scores_gemma":[0.00050354196,0.0012022037,0.00014441973,0.025149545,0.9685874,0.000030409316,0.000027434433,0.000045061533,0.0043100407],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98437446,0.0033108627,0.0023403226,0.0017433714,0.0070975088,0.0011334991],"domain_scores_gemma":[0.9363244,0.021902125,0.004732005,0.001680345,0.02675677,0.008604388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013046008,0.005765932,0.0082379915,0.0071600694,0.00662988,0.013707137,0.0059644263,0.030437369,0.012890944],"category_scores_gemma":[0.06573843,0.001715249,0.00447179,0.003313196,0.005625126,0.0061086635,0.0022938019,0.028241815,0.010083744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030300584,0.000018512592,0.000022553997,0.00011638198,0.000021714988,0.00009864709,0.000010032405,0.000018797129,0.00003252555,0.00015631483,0.99757594,0.0018982827],"study_design_scores_gemma":[0.00015589107,0.00008370574,0.00063917896,0.0008919365,0.00020942435,0.00051280577,0.00014960006,0.0004327653,0.00025360947,0.0016381413,0.9949713,0.000061631166],"about_ca_topic_score_codex":0.0018516805,"about_ca_topic_score_gemma":0.0057151043,"teacher_disagreement_score":0.030437369,"about_ca_system_score_codex":0.0044114096,"about_ca_system_score_gemma":0.00602952,"threshold_uncertainty_score":0.0689947},"labels":[],"label_agreement":null},{"id":"W1556115088","doi":"10.15353/joci.v11i1.2846","title":"Analysing Urban Community Informatics from a Resilience Perspective","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resilience (materials science); Psychological intervention; Community resilience; Perspective (graphical); Set (abstract data type); Informatics; Computer science; Information and Communications Technology; Knowledge management; Sociology; Management science; Engineering ethics; Political science; Psychology; Engineering; Artificial intelligence","score_opus":0.03060283343128516,"score_gpt":0.2606965485874401,"score_spread":0.23009371515615495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1556115088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5185018,0.0025572383,0.2071255,0.022497563,0.00016714598,0.0006043886,0.00065203727,0.0002755301,0.24761876],"genre_scores_gemma":[0.98216474,0.0005934564,0.013082414,0.00015051248,0.000017804921,0.00017697703,0.00008901442,0.00001881057,0.0037063553],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99814904,0.001234259,0.000038257243,0.000109175744,0.00017395777,0.0002953026],"domain_scores_gemma":[0.99684405,0.0020511271,0.00032761146,0.00023563417,0.00025799705,0.00028361767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019202362,0.0004372679,0.0003403515,0.0026553492,0.002500174,0.0037261473,0.0010720883,0.0011264457,0.0060479776],"category_scores_gemma":[0.004946195,0.00022347197,0.00056168507,0.002933533,0.006574808,0.0036407108,0.005053689,0.0011029268,0.00022465656],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002561204,0.00008930857,0.0074734273,0.00021867867,0.000033811244,0.0006947897,0.013713958,0.019634757,0.00022361163,0.939654,0.0016944672,0.016543554],"study_design_scores_gemma":[0.00002427687,0.00012944955,0.012925802,0.00080239837,0.000074710304,0.00051552913,0.117357686,0.063637316,0.00077113305,0.7334555,0.07023791,0.00006830039],"about_ca_topic_score_codex":0.01584035,"about_ca_topic_score_gemma":0.017141832,"teacher_disagreement_score":0.01584035,"about_ca_system_score_codex":0.0062204436,"about_ca_system_score_gemma":0.005425811,"threshold_uncertainty_score":0.045132697},"labels":[],"label_agreement":null},{"id":"W1556125009","doi":"10.15353/joci.v11i2.2840","title":"Embedding Digital Advantage: A Five-Stage Maturity Model for Digital Communities","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Maturity (psychological); Information and Communications Technology; Capability Maturity Model; Process (computing); Knowledge management; Digital divide; Audit; Information technology; Public relations; Business; Computer science; Political science; World Wide Web","score_opus":0.07421567412270441,"score_gpt":0.29485683993599704,"score_spread":0.22064116581329263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1556125009","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14634559,0.0012949702,0.55479664,0.01598171,0.00009246437,0.0028513223,0.0004754343,0.00042600997,0.27773583],"genre_scores_gemma":[0.8148049,0.00068155135,0.17205402,0.00038376625,0.000017568027,0.0009914258,0.00029253255,0.000042171978,0.010732028],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9946108,0.0026680937,0.00033545852,0.00044843333,0.0012845375,0.0006527361],"domain_scores_gemma":[0.9903302,0.0039833435,0.000987708,0.0005985963,0.002928967,0.0011712365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009652081,0.000810616,0.0003245033,0.0036309408,0.0026904396,0.0068618343,0.0018146123,0.0032471516,0.005396765],"category_scores_gemma":[0.014139347,0.00057101436,0.0013476285,0.0020740328,0.0050385776,0.015521139,0.0053475737,0.0032425772,0.001511515],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054444317,0.00020925845,0.0104324445,0.00026277945,0.000033685046,0.00036324485,0.017834546,0.0056697587,0.0012872916,0.92051834,0.0017217711,0.041612454],"study_design_scores_gemma":[0.000064894746,0.0004575588,0.008208446,0.00060966343,0.00007032343,0.0007511557,0.023921784,0.06822923,0.0022649704,0.81957793,0.07570785,0.00013628109],"about_ca_topic_score_codex":0.007686538,"about_ca_topic_score_gemma":0.007074027,"teacher_disagreement_score":0.009652081,"about_ca_system_score_codex":0.008527712,"about_ca_system_score_gemma":0.010138788,"threshold_uncertainty_score":0.061873138},"labels":[],"label_agreement":null},{"id":"W1556340183","doi":"10.15353/joci.v10i2.2655","title":"Local Communities and Home Rule: Extending the Alberta SuperNet to Unserved Areas","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Local government; The Internet; Broadband; Government (linguistics); Business; Service (business); Public relations; Political science; Public administration; Marketing; Telecommunications; Engineering; Computer science; World Wide Web","score_opus":0.021007725726114344,"score_gpt":0.2364783571753257,"score_spread":0.21547063144921136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1556340183","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38466653,0.0011546148,0.020521808,0.012411604,0.00013631291,0.00018437473,0.00004651301,0.000088990615,0.58078927],"genre_scores_gemma":[0.97692114,0.00036566053,0.0038663077,0.0004960223,0.000014300938,0.00002675852,0.000014894126,0.000010743441,0.018284092],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9979656,0.0007280332,0.000029646626,0.00015027309,0.00048169735,0.0006448325],"domain_scores_gemma":[0.9983631,0.00036833595,0.00009311012,0.00017833014,0.00039127131,0.00060590776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022280812,0.00021456038,0.00019390414,0.00091689004,0.009929582,0.0070485976,0.0021045313,0.0012166215,0.0033074107],"category_scores_gemma":[0.0024774817,0.00020218149,0.00028223798,0.001127321,0.01390606,0.0024137443,0.006984072,0.001502903,0.00019528421],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004965757,0.00009997975,0.011709485,0.000051909585,0.000011323328,0.001155797,0.03440797,0.0037416322,0.00055470644,0.84873575,0.004862177,0.09461965],"study_design_scores_gemma":[0.00007073708,0.0002521618,0.03941434,0.00045001166,0.00006715019,0.0009918062,0.24832077,0.01145679,0.0013485636,0.24869184,0.4488042,0.00013165861],"about_ca_topic_score_codex":0.6078348,"about_ca_topic_score_gemma":0.84348524,"teacher_disagreement_score":0.39216518,"about_ca_system_score_codex":0.020993965,"about_ca_system_score_gemma":0.030769354,"threshold_uncertainty_score":0.78894943},"labels":[],"label_agreement":null},{"id":"W1557327480","doi":"10.15353/joci.v10i3.3441","title":"Augmented Reality at the Service of Participatory Urban Planning and Community Informatics – a case study from Vienna","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Augmented reality; Citizen journalism; Participatory planning; Process (computing); Field (mathematics); Service (business); Repertoire; Computer science; Process management; Human–computer interaction; World Wide Web; Engineering; Geography; Business; Environmental planning; Art","score_opus":0.10529888265397519,"score_gpt":0.3381540877779396,"score_spread":0.2328552051239644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1557327480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889619,0.00015026046,0.0023198274,0.00017724674,0.000011334635,0.00013097916,0.000029139848,0.000019215717,0.008200176],"genre_scores_gemma":[0.99622655,0.000116143565,0.001738847,0.000023676173,0.0000035460162,0.00005523375,0.000019884206,0.000011236581,0.0018049267],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9945681,0.0038030415,0.000122265,0.00033464612,0.00056901446,0.00060302863],"domain_scores_gemma":[0.9977513,0.0012997555,0.00016589182,0.00022644167,0.00017986706,0.0003767837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029446783,0.00052736985,0.0006273384,0.0014234607,0.0048157065,0.002783456,0.0015807045,0.0020083485,0.002258654],"category_scores_gemma":[0.0035276585,0.00047674644,0.00048406475,0.001961301,0.0039476017,0.001508455,0.0035153932,0.0013489568,0.0004407161],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007170215,0.0043019135,0.03735708,0.0009120284,0.00011362197,0.040176544,0.7416094,0.007387857,0.0103565045,0.02492484,0.002145931,0.12999724],"study_design_scores_gemma":[0.00014749059,0.0026037998,0.072537184,0.00054135773,0.00010812265,0.011195653,0.8285137,0.0090636285,0.0072765336,0.005549766,0.062246956,0.00021594985],"about_ca_topic_score_codex":0.012634285,"about_ca_topic_score_gemma":0.024482027,"teacher_disagreement_score":0.012634285,"about_ca_system_score_codex":0.002503874,"about_ca_system_score_gemma":0.0016383202,"threshold_uncertainty_score":0.02512145},"labels":[],"label_agreement":null},{"id":"W1557481072","doi":"10.15353/joci.v10i2.2660","title":"Rural Communications – What is a Rural Municipality’s Role?","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Rural area; Electricity; Telecommunications; Economic growth; Broadband; Environmental planning; Economics; Engineering; Geography; Political science","score_opus":0.02656649255934842,"score_gpt":0.2790874742132103,"score_spread":0.2525209816538619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1557481072","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15249048,0.01852791,0.0027787061,0.68918353,0.0016788758,0.000087474946,0.0003200808,0.00018131018,0.13475166],"genre_scores_gemma":[0.9404273,0.012817679,0.0013607756,0.015242267,0.00068230624,0.00006448167,0.00016904731,0.00007792356,0.029158195],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970457,0.0015180629,0.00005703305,0.000163405,0.0002871087,0.00092864374],"domain_scores_gemma":[0.99139345,0.00083481456,0.00065761263,0.00021426003,0.0017004509,0.0051995497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030904484,0.00024732505,0.00027554145,0.0010130405,0.0069186413,0.006780417,0.00090674066,0.002129982,0.009680231],"category_scores_gemma":[0.0075219925,0.00024692097,0.00019160972,0.0023263753,0.0043507502,0.0057935496,0.0041909693,0.0019984494,0.0015691201],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012888445,0.00028815016,0.05973167,0.0012573117,0.000058020356,0.002895527,0.13650323,0.0006486097,0.0014461002,0.2278215,0.29203367,0.27718726],"study_design_scores_gemma":[0.000010951127,0.00009098292,0.019443184,0.0008680653,0.000021731694,0.00084658054,0.15583472,0.00023300467,0.00016645982,0.014266429,0.8081794,0.000038489634],"about_ca_topic_score_codex":0.050835356,"about_ca_topic_score_gemma":0.07640649,"teacher_disagreement_score":0.050835356,"about_ca_system_score_codex":0.0047538504,"about_ca_system_score_gemma":0.012296633,"threshold_uncertainty_score":0.10107893},"labels":[],"label_agreement":null},{"id":"W1558491186","doi":"10.15353/joci.v6i3.2533","title":"Participation in Broadband Society Vols. 1 &amp; 2","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Broadband; Political science; Telecommunications; Sociology; Computer science","score_opus":0.06371680712770551,"score_gpt":0.29319244269109074,"score_spread":0.22947563556338524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1558491186","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01620942,0.0087226285,0.0008309727,0.045120105,0.0133453915,0.00019018714,0.00087726704,0.00022892606,0.9144752],"genre_scores_gemma":[0.09048083,0.0033481396,0.00050262944,0.008179945,0.0055597182,0.00020366015,0.0004868558,0.00011825802,0.8911199],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935933,0.0012388005,0.0004079164,0.0004806776,0.0032522988,0.0010270878],"domain_scores_gemma":[0.9910678,0.002296994,0.00075846177,0.0006588979,0.0017498155,0.0034680066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029369968,0.0005486204,0.00067659334,0.0030338548,0.005787436,0.010025996,0.0015923732,0.0055976515,0.078087844],"category_scores_gemma":[0.010418466,0.00048271625,0.00048472753,0.0031953552,0.0040709884,0.0032877484,0.0070171203,0.002776517,0.022848522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000040004175,0.000076690725,0.0021847642,0.00024297253,0.000006817407,0.00028098648,0.002114515,0.00038552535,0.0006052846,0.11280969,0.82593346,0.055319328],"study_design_scores_gemma":[0.0000057961543,0.000044805125,0.009506545,0.0002355106,0.0000037351758,0.0004049779,0.0018228682,0.00026251693,0.00033348668,0.013501781,0.9738357,0.00004232891],"about_ca_topic_score_codex":0.006447055,"about_ca_topic_score_gemma":0.011213584,"teacher_disagreement_score":0.078087844,"about_ca_system_score_codex":0.003485754,"about_ca_system_score_gemma":0.0055658403,"threshold_uncertainty_score":0.2612298},"labels":[],"label_agreement":null},{"id":"W1560262073","doi":"10.15353/joci.v10i1.2757","title":"How Does Internet Usage Influence On Social Capital, Connectedness, Success And Well-Being Of Grassroots Level Inventors In Sri Lanka?","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Grassroots; Social connectedness; Social capital; The Internet; Sri lanka; Business; Developing country; Economic growth; Digital divide; Capital (architecture); Public relations; Marketing; Political science; Sociology; Socioeconomics; Social science; Psychology; Economics; Geography; Social psychology; Politics; World Wide Web","score_opus":0.02789185759378547,"score_gpt":0.2405109052624292,"score_spread":0.2126190476686437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560262073","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9984634,0.00008442911,0.000017351962,0.00009475545,0.0000025236377,0.0000034211112,0.000039043258,7.9233826e-7,0.0012943039],"genre_scores_gemma":[0.9996432,0.00009005538,0.000018171997,0.000012823624,0.0000026804157,0.0000022707902,0.000026399059,4.496952e-7,0.00020395711],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99957746,0.00013003768,0.000029723125,0.000046767727,0.00008541834,0.00013065994],"domain_scores_gemma":[0.9978582,0.0006706998,0.00060730544,0.00007344739,0.00017997932,0.0006104058],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005171189,0.00015120376,0.00020309266,0.0011691906,0.00088306144,0.0015215962,0.0002007745,0.00027968598,0.002644417],"category_scores_gemma":[0.0022335704,0.00012037051,0.0002566472,0.0009974041,0.00073222036,0.0007049325,0.00071266264,0.00056943303,0.00019803931],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034146753,0.00011869873,0.97879,0.000028652972,0.000059371694,0.00030435305,0.0115443235,0.000056153694,0.00022716215,0.00035660612,0.00026105318,0.00821956],"study_design_scores_gemma":[0.0000017173674,0.000051058938,0.9825149,0.000023467419,0.000025048785,0.00009632043,0.016256176,0.000162585,0.000049989016,0.00009466014,0.0007148012,0.000009386148],"about_ca_topic_score_codex":0.016240014,"about_ca_topic_score_gemma":0.030255923,"teacher_disagreement_score":0.016240014,"about_ca_system_score_codex":0.0005927495,"about_ca_system_score_gemma":0.0005098447,"threshold_uncertainty_score":0.032290936},"labels":[],"label_agreement":null},{"id":"W1560855572","doi":"10.15353/joci.v4i1.2973","title":"Life after Connectivity: the Impact of the Community Mesh Network in Mahavilachchiya, Sri Lanka’s E-village","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sri lanka; The Internet; General partnership; Agency (philosophy); Government (linguistics); Information and Communications Technology; Internet access; Wireless mesh network; Business; Geography; Socioeconomics; Engineering; Wireless network; Telecommunications; Sociology; Wireless; Computer science; World Wide Web; Social science; Finance","score_opus":0.041671454911855255,"score_gpt":0.2756125707426598,"score_spread":0.23394111583080457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1560855572","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861379,0.00022943744,0.00008568939,0.0005218281,0.0000108306085,0.00001649651,0.00004412283,0.0000063334,0.012947389],"genre_scores_gemma":[0.9994899,0.00010447994,0.000036983696,0.000031756706,0.00000422846,0.0000033150309,0.00001501088,9.193962e-7,0.00031350454],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9993394,0.0003269662,0.000010846156,0.000040957217,0.000061983315,0.00021985076],"domain_scores_gemma":[0.99876803,0.00041274802,0.00017350663,0.000042520518,0.00020006423,0.000403175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036780423,0.00013471783,0.00012016306,0.0004569205,0.0019239472,0.0014914299,0.0004196211,0.00042005134,0.0032882425],"category_scores_gemma":[0.0017109686,0.00007504405,0.00013597836,0.00063651905,0.0012511077,0.0012020459,0.0017819632,0.00038320353,0.00020127554],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000819306,0.00080550154,0.6742865,0.0005772261,0.00017802918,0.013927232,0.10889473,0.0044667386,0.0057588373,0.01697278,0.008646032,0.16466698],"study_design_scores_gemma":[0.000049209593,0.0013566496,0.66872424,0.00020255535,0.000110324014,0.0024373936,0.29585853,0.002142348,0.0008997298,0.0016288662,0.026546076,0.00004412213],"about_ca_topic_score_codex":0.04344336,"about_ca_topic_score_gemma":0.09860012,"teacher_disagreement_score":0.04344336,"about_ca_system_score_codex":0.0018640448,"about_ca_system_score_gemma":0.0011966018,"threshold_uncertainty_score":0.08638096},"labels":[],"label_agreement":null},{"id":"W1562349593","doi":"10.15353/joci.v7i1-2.2563","title":"Mastering Of Hypermedia Resources By Virtual Learning Communities: Possibilities And Constraints For Interaction, Communication And Construction Of Network Knowledge.","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Context (archaeology); Hypermedia; Knowledge management; Process (computing); Virtual community; Collaborative learning; Multimedia; Distance education; World Wide Web; The Internet; Psychology; Pedagogy","score_opus":0.06968193614112017,"score_gpt":0.3188682360467555,"score_spread":0.24918629990563534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1562349593","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57535833,0.0047486913,0.16526416,0.0028567447,0.000069703114,0.00072473276,0.00009551066,0.00015431579,0.25072783],"genre_scores_gemma":[0.9498996,0.0007810173,0.042752355,0.000070061564,0.0000210725,0.00022095429,0.00004755559,0.000021921087,0.0061854273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9922288,0.0046061557,0.00024803693,0.0007061825,0.0017352328,0.00047559297],"domain_scores_gemma":[0.99138886,0.005166623,0.0009986685,0.0011128644,0.0004999293,0.00083307887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044294754,0.00034098089,0.0003134323,0.0018014165,0.0035123262,0.00914809,0.0015644007,0.0013464149,0.004065901],"category_scores_gemma":[0.010836221,0.0003840097,0.00039643532,0.0012442908,0.006539218,0.011376963,0.008156025,0.0007878878,0.00047288666],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017033587,0.00039200237,0.018501086,0.0016204718,0.00006591721,0.0022700971,0.17649408,0.0030712758,0.014901872,0.4828875,0.0017271568,0.29789814],"study_design_scores_gemma":[0.00010747055,0.0007002699,0.0394788,0.0035392623,0.00015887927,0.0061032195,0.19619665,0.019548614,0.016760405,0.41583905,0.301344,0.00022342836],"about_ca_topic_score_codex":0.0016520403,"about_ca_topic_score_gemma":0.003122133,"teacher_disagreement_score":0.00914809,"about_ca_system_score_codex":0.0018570229,"about_ca_system_score_gemma":0.0030964804,"threshold_uncertainty_score":0.02342558},"labels":[],"label_agreement":null},{"id":"W1562412989","doi":"10.15353/joci.v10i3.3447","title":"(Re)Prioritizing Citizens in Smart Cities Governance: Examples of Smart Citizenship from Urban India","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citizenship; Corporate governance; Smart city; Commercialization; Information and Communications Technology; Public relations; Work (physics); Political science; Business; Engineering; Internet privacy; Marketing; Internet of Things; Politics; Computer science","score_opus":0.025464942560256533,"score_gpt":0.2210992964896457,"score_spread":0.1956343539293892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1562412989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86746603,0.00025774303,0.0033897862,0.007123433,0.000054635406,0.00008180889,0.000034878267,0.000073418036,0.121518314],"genre_scores_gemma":[0.99542314,0.00008436379,0.0005927732,0.0003222062,0.000005865755,0.000017003762,0.000011617197,0.00001489355,0.003528231],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99717253,0.001447819,0.00007174804,0.00020812964,0.0002991059,0.0008006692],"domain_scores_gemma":[0.997851,0.0008785288,0.00021808871,0.0003772908,0.00022371324,0.00045139628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001739106,0.00032269236,0.00023250742,0.0013240359,0.016915975,0.0073358053,0.0009697353,0.0015225398,0.002198304],"category_scores_gemma":[0.0026971265,0.00024101461,0.00034460195,0.0028641706,0.019054579,0.002718055,0.010253862,0.0025724166,0.00021567369],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029866798,0.000062396284,0.013000578,0.00009315887,0.000011644498,0.0022627139,0.8341564,0.00042119983,0.0009333179,0.13009271,0.003353031,0.015583006],"study_design_scores_gemma":[0.00001195384,0.00003172802,0.012204091,0.000068090114,0.000022850874,0.00045250062,0.86920166,0.00062272506,0.000989616,0.014429264,0.101927176,0.000038311322],"about_ca_topic_score_codex":0.067233145,"about_ca_topic_score_gemma":0.14024313,"teacher_disagreement_score":0.067233145,"about_ca_system_score_codex":0.0067136534,"about_ca_system_score_gemma":0.0065799556,"threshold_uncertainty_score":0.13368362},"labels":[],"label_agreement":null},{"id":"W1563920928","doi":"10.15353/joci.v2i3.2074","title":"Technology Related Dangers: The Issue of Development and Security for Marginalized Groups in South Africa","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Relevance (law); ICTS; Context (archaeology); Information and Communications Technology; Political science; Service (business); Information technology; Engineering ethics; Public relations; Sociology; Business; Engineering; Geography; Marketing; Law","score_opus":0.02013525394046451,"score_gpt":0.2531133957812449,"score_spread":0.23297814184078042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1563920928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8538518,0.0058828066,0.0010628899,0.08026115,0.00017624468,0.00005233701,0.000033130713,0.0000080222535,0.058671605],"genre_scores_gemma":[0.9956268,0.0013355326,0.00010715806,0.00079864584,0.000018256513,0.000021066431,0.0000038014537,0.0000027060605,0.002085925],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99750525,0.0012279326,0.00007580546,0.000103315004,0.0002134136,0.0008743718],"domain_scores_gemma":[0.9971902,0.0014034907,0.00051129336,0.000103707964,0.00019797326,0.00059337716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024568138,0.00028759235,0.00033405112,0.0020004942,0.015160893,0.006650648,0.00078985136,0.0026597702,0.008744793],"category_scores_gemma":[0.007960078,0.00024340753,0.00021179164,0.0015609508,0.0171891,0.007307747,0.011711799,0.003218737,0.00024577172],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000087296816,0.0000550696,0.026066108,0.00036072236,0.000013887014,0.003525365,0.64081144,0.00022262162,0.0006694974,0.29181674,0.0027588697,0.033612404],"study_design_scores_gemma":[0.000013095049,0.00006212785,0.01535837,0.00085420307,0.000012824744,0.0016914301,0.8689844,0.00022278563,0.0002908933,0.050637048,0.061844766,0.000028029424],"about_ca_topic_score_codex":0.022500414,"about_ca_topic_score_gemma":0.022811973,"teacher_disagreement_score":0.022500414,"about_ca_system_score_codex":0.005072278,"about_ca_system_score_gemma":0.007354458,"threshold_uncertainty_score":0.04473889},"labels":[],"label_agreement":null},{"id":"W1564476765","doi":"10.15353/joci.v10i3.3446","title":"The ‘Urban Spacebook’ experimental process: Co-designing a Platform for Participation","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Everyday life; Citizen journalism; Participatory design; Process (computing); Space (punctuation); Architectural engineering; Corporate governance; Urban design; Sociology; Urban planning; ICTS; Computer science; Process management; Business; Political science; Engineering; Information and Communications Technology; Civil engineering; World Wide Web; Operations management","score_opus":0.06087580735764813,"score_gpt":0.31142920648761835,"score_spread":0.2505533991299702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1564476765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56847143,0.00020365858,0.32815933,0.0020556394,0.0004547933,0.04314707,0.0006204259,0.0009457118,0.05594195],"genre_scores_gemma":[0.59981215,0.00016332298,0.33512193,0.00052220107,0.00006405776,0.05115183,0.00038217948,0.00048597498,0.01229633],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9709551,0.022612186,0.00082497246,0.0021729306,0.0022729654,0.0011619473],"domain_scores_gemma":[0.9239232,0.057102833,0.0015771157,0.011223996,0.0040230625,0.0021498506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.037418563,0.0011947646,0.00072985206,0.001707822,0.0047546085,0.00470133,0.003066558,0.0022782052,0.012250757],"category_scores_gemma":[0.055623025,0.00096725137,0.0009216772,0.001229917,0.008506914,0.005174622,0.0088102305,0.0027324646,0.0018874588],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042024455,0.011159349,0.006701167,0.003563587,0.00011196231,0.0012883786,0.40348712,0.009024883,0.05215167,0.13099232,0.011864447,0.3654527],"study_design_scores_gemma":[0.0042459834,0.016385067,0.010088312,0.0012981988,0.00026658084,0.0008563301,0.1933641,0.014438367,0.100204825,0.084515825,0.5736533,0.00068304274],"about_ca_topic_score_codex":0.0010875604,"about_ca_topic_score_gemma":0.0015725273,"teacher_disagreement_score":0.037418563,"about_ca_system_score_codex":0.0030199285,"about_ca_system_score_gemma":0.0064937123,"threshold_uncertainty_score":0.19789064},"labels":[],"label_agreement":null},{"id":"W1564788774","doi":"10.15353/joci.v10i3.3438","title":"Smart Cities vs. Smart Communities: Empowering Citizens not Market Economics","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Smart city; Business; Environmental economics; Economics; Internet of Things; Computer science; Internet privacy","score_opus":0.020729164484477373,"score_gpt":0.23839999922342298,"score_spread":0.2176708347389456,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1564788774","genre_codex":"editorial","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00010962148,0.0039762985,0.000100076846,0.071137376,0.92297703,0.000009929571,0.00003826536,0.000021506637,0.0016298931],"genre_scores_gemma":[0.0012503248,0.0020172833,0.000041390478,0.016909417,0.97713417,0.000007689764,0.000007967346,0.000017389708,0.0026143503],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99550503,0.0007123966,0.0004507789,0.0008952583,0.0020107727,0.00042587245],"domain_scores_gemma":[0.9488303,0.035053525,0.001781577,0.0008997155,0.009965845,0.0034689473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0073481463,0.0022957483,0.0030847213,0.0025911864,0.0030057856,0.011130276,0.0031512864,0.02226591,0.010153888],"category_scores_gemma":[0.031047419,0.00086478825,0.0016905674,0.0014143479,0.005001117,0.0052386997,0.0016748426,0.025442181,0.0042981124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003159595,0.000023329987,0.00005041128,0.00026099395,0.000023021623,0.00014741912,0.00004943784,0.000027439362,0.00004993257,0.0025845305,0.9927315,0.004020464],"study_design_scores_gemma":[0.00007909121,0.000051720253,0.00061686087,0.0009827832,0.000094910356,0.000285684,0.00026323763,0.00033562945,0.00026061956,0.006660605,0.9903285,0.000040387666],"about_ca_topic_score_codex":0.000997772,"about_ca_topic_score_gemma":0.001960703,"teacher_disagreement_score":0.02226591,"about_ca_system_score_codex":0.0021135279,"about_ca_system_score_gemma":0.0023099675,"threshold_uncertainty_score":0.038861215},"labels":[],"label_agreement":null},{"id":"W1565004988","doi":"10.15353/joci.v11i2.2839","title":"Communities in Context: Taking Control of Their Tools in Common(s)","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Commons; Declaration; Corporate governance; The Internet; Context (archaeology); Internet governance; Control (management); Computer science; Frame (networking); Knowledge management; Public relations; Political science; Business; World Wide Web; Telecommunications; Law; Artificial intelligence","score_opus":0.09770185677763893,"score_gpt":0.3087622679025012,"score_spread":0.2110604111248623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1565004988","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.097105175,0.002288157,0.7003391,0.030398594,0.00047912225,0.00068896025,0.000072661394,0.0010699088,0.16755837],"genre_scores_gemma":[0.8888082,0.000580701,0.09875043,0.0013262419,0.0001386353,0.0005331407,0.000082357765,0.00032524735,0.009455098],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.95929116,0.028074926,0.0014417915,0.005037492,0.0039355503,0.0022190728],"domain_scores_gemma":[0.9490589,0.021636529,0.0038013668,0.014793596,0.0045923055,0.0061172755],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.040547438,0.0009373017,0.0010833369,0.003926313,0.010109218,0.021867106,0.0037554135,0.0046062325,0.0051216315],"category_scores_gemma":[0.051242195,0.001073454,0.0011206842,0.0026863944,0.038721774,0.039908994,0.031277496,0.0061542834,0.0010056534],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042356343,0.00007948498,0.0040647415,0.0001880854,0.00005953559,0.0004673044,0.09313057,0.001444299,0.0016502946,0.83031166,0.0024259198,0.06613573],"study_design_scores_gemma":[0.000057225243,0.000109737644,0.0013424197,0.00053285214,0.000067845926,0.00042200985,0.039999757,0.004179241,0.0013539196,0.771791,0.1800518,0.000092134775],"about_ca_topic_score_codex":0.004982934,"about_ca_topic_score_gemma":0.003923284,"teacher_disagreement_score":0.040547438,"about_ca_system_score_codex":0.0030645235,"about_ca_system_score_gemma":0.010873898,"threshold_uncertainty_score":0.21443796},"labels":[],"label_agreement":null},{"id":"W1565533585","doi":"10.15353/joci.v10i1.2665","title":"Changing youths role in development through ICT enterprise and investment","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Font; Information and Communications Technology; ICTS; Face (sociological concept); Entrepreneurship; Investment (military); Business; Marketing; Political science; Sociology; Computer science; Social science","score_opus":0.01883313133022047,"score_gpt":0.23719654550195157,"score_spread":0.2183634141717311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1565533585","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6358652,0.0021623299,0.0016453333,0.029929757,0.00028553617,0.000060349423,0.00015841593,0.00010590846,0.32978716],"genre_scores_gemma":[0.9554888,0.0012688456,0.0006333262,0.0010576769,0.000025847086,0.000023294137,0.00003741854,0.000025068537,0.041439693],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99893147,0.00044213253,0.00002870049,0.000072661256,0.0001305581,0.00039447672],"domain_scores_gemma":[0.99814355,0.00021989741,0.00012320277,0.000057180747,0.0002172806,0.001239005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017079309,0.000144815,0.00010996471,0.00071607885,0.003065698,0.005689092,0.00031772288,0.0005764631,0.008156426],"category_scores_gemma":[0.0020421087,0.0001045695,0.00016020541,0.0005067103,0.0020880676,0.0023181194,0.0039282623,0.00097653875,0.001190863],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017624602,0.0007313985,0.18591481,0.00014713574,0.000022214905,0.0009800475,0.1916568,0.00025531213,0.0024102556,0.24047863,0.06684558,0.31038156],"study_design_scores_gemma":[0.000023047114,0.00021617656,0.06268135,0.00049377617,0.00002321244,0.00062743115,0.21769238,0.00048468215,0.0019232352,0.019266194,0.6965444,0.000024117722],"about_ca_topic_score_codex":0.0063409703,"about_ca_topic_score_gemma":0.01389951,"teacher_disagreement_score":0.008156426,"about_ca_system_score_codex":0.0021650852,"about_ca_system_score_gemma":0.0030945586,"threshold_uncertainty_score":0.027285933},"labels":[],"label_agreement":null},{"id":"W1565990111","doi":"10.15353/joci.v7i1-2.2567","title":"The School of the Future / USP: Twenty Years of Vanguard in Social Networks","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vanguard; Ethnography; Context (archaeology); Action research; Sociology; Action (physics); Qualitative research; Social research; Public relations; Pedagogy; Political science; Social science; Geography; Anthropology","score_opus":0.04958529050361467,"score_gpt":0.3186100873934174,"score_spread":0.26902479688980274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1565990111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3826046,0.07998896,0.020602465,0.27218294,0.0044481675,0.0003909491,0.00018367793,0.00023920434,0.23935907],"genre_scores_gemma":[0.96657014,0.0104417885,0.0037583376,0.0032524446,0.0002741344,0.00011731332,0.00004162005,0.00004395597,0.015500297],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99198663,0.005972824,0.00016537025,0.00045180836,0.00076228124,0.00066113763],"domain_scores_gemma":[0.98905635,0.005287301,0.00081130257,0.001202534,0.00083423086,0.002808364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012613078,0.00028910243,0.00041720518,0.0015907184,0.009801715,0.007543627,0.0008657285,0.0021051783,0.0039336975],"category_scores_gemma":[0.012205959,0.00042513583,0.0003276752,0.0019589635,0.018810837,0.015183009,0.010685705,0.0033160425,0.0003778185],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000055746128,0.00005347807,0.004112595,0.00027076967,0.000011615937,0.00025984235,0.31362358,0.00012696396,0.0003880611,0.53718424,0.011487761,0.13242538],"study_design_scores_gemma":[0.000007914906,0.000101690915,0.003944301,0.00085077836,0.000010610604,0.00031388347,0.15140297,0.00016084201,0.00026700963,0.07144919,0.7714681,0.000022668617],"about_ca_topic_score_codex":0.008006454,"about_ca_topic_score_gemma":0.019183533,"teacher_disagreement_score":0.012613078,"about_ca_system_score_codex":0.005897031,"about_ca_system_score_gemma":0.012034517,"threshold_uncertainty_score":0.06670511},"labels":[],"label_agreement":null},{"id":"W1569751329","doi":"10.15353/joci.v9i2.3169","title":"Bridging the Digital Divide: A Bilingual Interactive Health Kiosk for Communities Affected by Health Disparities","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Interactive kiosk; Digital divide; Health equity; Citizen journalism; Health literacy; Public relations; Bridging (networking); Health education; Health information; Medical education; Community health; Intervention (counseling); Mental health; Psychology; Internet privacy; Political science; Nursing; Medicine; Public health; Health care; The Internet; Computer science; World Wide Web; Psychiatry","score_opus":0.07921706323496444,"score_gpt":0.440064899213312,"score_spread":0.3608478359783476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1569751329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92770505,0.0006335669,0.0057087424,0.022717731,0.00037623037,0.0017074392,0.00014734025,0.00028453927,0.040719297],"genre_scores_gemma":[0.96886754,0.0005720138,0.018579768,0.0034950816,0.000081547136,0.0014519247,0.000104946324,0.00005234399,0.006794889],"study_design_codex":"qualitative","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9980579,0.001140624,0.000046400626,0.00009643718,0.00012542827,0.0005332102],"domain_scores_gemma":[0.9967302,0.0007252666,0.00013857587,0.00012645543,0.0001392393,0.0021402761],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033593809,0.00042903217,0.00031841212,0.0006730994,0.013203996,0.0029395225,0.0013644152,0.0016739618,0.011557131],"category_scores_gemma":[0.004686235,0.0002567505,0.0005034457,0.0005211157,0.0024372868,0.0039180825,0.015291074,0.0016349256,0.000825083],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014960102,0.009781431,0.02036841,0.0019745207,0.000047653048,0.0063734995,0.518353,0.00025928125,0.008635282,0.009146756,0.025921546,0.39764258],"study_design_scores_gemma":[0.0012773036,0.004183393,0.022477383,0.0011810373,0.00012741957,0.0021899154,0.7586255,0.0011412142,0.0022767186,0.010658672,0.19571762,0.00014379111],"about_ca_topic_score_codex":0.0039973343,"about_ca_topic_score_gemma":0.018580802,"teacher_disagreement_score":0.013203996,"about_ca_system_score_codex":0.0015695475,"about_ca_system_score_gemma":0.0091963,"threshold_uncertainty_score":0.038662434},"labels":[],"label_agreement":null},{"id":"W1569759935","doi":"10.15353/joci.v8i2.3045","title":"Apps For Amsterdam","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"CONTEST; Enthusiasm; Political science; General partnership; Democracy; Field (mathematics); Library science; Public administration; Media studies; Sociology; Computer science; Law; Politics; Psychology","score_opus":0.03338902241733078,"score_gpt":0.24730637836985636,"score_spread":0.2139173559525256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1569759935","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011756676,0.008793302,0.002437325,0.010972357,0.0049124914,0.00014676708,0.0062099267,0.00818311,0.957169],"genre_scores_gemma":[0.0063522556,0.0061565093,0.0024899824,0.0033931062,0.001297157,0.00024563482,0.0071179112,0.0030725647,0.9698749],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902976,0.00012368741,0.00006909096,0.00016454412,0.00046745606,0.00014552369],"domain_scores_gemma":[0.99846715,0.0003617972,0.00010445438,0.00022681753,0.00031498814,0.00052477326],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007689844,0.0012270146,0.00048082927,0.0027285872,0.0019046295,0.0080925515,0.0010247973,0.0032282698,0.45058134],"category_scores_gemma":[0.004384393,0.00051573274,0.0007751779,0.0019267778,0.0006509359,0.006383673,0.006201013,0.0027436374,0.3536657],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002628854,0.00002806076,0.00016173172,0.00023622037,0.0000052965397,0.0002449372,0.00041386462,0.000030791096,0.00051118527,0.013649805,0.8976807,0.087011226],"study_design_scores_gemma":[0.0000026620962,0.000003082592,0.000103811966,0.000056729434,0.0000010501043,0.000058902762,0.000053750522,0.000009121903,0.000037437945,0.00060965115,0.99905974,0.000004068269],"about_ca_topic_score_codex":0.0026951854,"about_ca_topic_score_gemma":0.0075300517,"teacher_disagreement_score":0.45058134,"about_ca_system_score_codex":0.0008562453,"about_ca_system_score_gemma":0.0012521448,"threshold_uncertainty_score":0.783679},"labels":[],"label_agreement":null},{"id":"W1572545885","doi":"10.15353/joci.v8i1.3058","title":"Can The Nintendo Wii(tm) Sports Game System Be Effectively Utilized In The Nursing Home Environment: A Feasibility Study?","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychosocial; Nursing homes; Context (archaeology); Nursing; Health benefits; Randomized controlled trial; Quality of life (healthcare); Medicine; Falling (accident); Physical therapy; Psychology; Environmental health","score_opus":0.08466377161942694,"score_gpt":0.38548214919533097,"score_spread":0.300818377575904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572545885","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9915863,0.0001339334,0.0008588512,0.00015285949,0.000037015638,0.0064707226,0.00006296608,0.000011258093,0.00068612886],"genre_scores_gemma":[0.9617601,0.00069334597,0.013847989,0.00043486414,0.00009207228,0.022120647,0.00015644991,0.00000815623,0.00088634604],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9957111,0.0028982726,0.0003505106,0.0002294911,0.0005301969,0.0002803708],"domain_scores_gemma":[0.99474794,0.0032042589,0.0005902671,0.0003291974,0.00067504036,0.0004532138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012091964,0.00051145116,0.00069971284,0.00053338666,0.00075991097,0.0007090664,0.0009392044,0.0010259218,0.0022731037],"category_scores_gemma":[0.0133742,0.00048074886,0.0007599312,0.0002991314,0.00060376665,0.0010138998,0.0005872107,0.0006974064,0.00034265686],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.073955715,0.38068977,0.10510472,0.004951236,0.0006272259,0.001040814,0.010027602,0.00079392444,0.019658122,0.0006649689,0.0014375389,0.4010483],"study_design_scores_gemma":[0.0164822,0.8192338,0.14393409,0.00039110126,0.000518628,0.00032983252,0.009284522,0.0015007829,0.003510865,0.0003692186,0.0043358747,0.00010916819],"about_ca_topic_score_codex":0.0017140115,"about_ca_topic_score_gemma":0.0056204256,"teacher_disagreement_score":0.012091964,"about_ca_system_score_codex":0.0005164532,"about_ca_system_score_gemma":0.002189343,"threshold_uncertainty_score":0.06394917},"labels":[],"label_agreement":null},{"id":"W1573322658","doi":"10.15353/joci.v9i2.3166","title":"Capturing Qualitative Spatial Data to Understand Social Epidemiology in Public Health","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Public health; Geographic information system; Citizen journalism; Information and Communications Technology; GIS and public health; Data science; Qualitative research; Public relations; Social media; Health equity; Qualitative property; Sociology; Geography; Political science; Medicine; Computer science; Cartography; Social science; World Wide Web","score_opus":0.5107024726176533,"score_gpt":0.4887622466786148,"score_spread":0.02194022593903855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1573322658","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21405533,0.0044396017,0.7177965,0.0272686,0.00030358793,0.002002051,0.0036912223,0.00025814658,0.03018495],"genre_scores_gemma":[0.7586972,0.001956948,0.23436622,0.0009264055,0.00006139155,0.0021588209,0.00084930466,0.000039902894,0.00094377936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9625837,0.034109026,0.0009793729,0.00067541446,0.0011645135,0.0004879918],"domain_scores_gemma":[0.87734705,0.10948711,0.004563094,0.004996422,0.0029397195,0.0006666237],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.038053878,0.0006513368,0.00068297365,0.0068697254,0.0027774784,0.0057318253,0.0016279055,0.001231387,0.0028033333],"category_scores_gemma":[0.06624834,0.0007617652,0.00077266886,0.007458108,0.00687945,0.0073987087,0.0070786136,0.0013501967,0.00023372054],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008271092,0.0003273181,0.07481758,0.0027205818,0.00020165548,0.0007770202,0.17509192,0.026554564,0.0014876506,0.5906272,0.0045764167,0.122735314],"study_design_scores_gemma":[0.00004773465,0.00013335931,0.016302492,0.0023971885,0.00007354462,0.0003539527,0.2362492,0.035271008,0.0015257137,0.6474132,0.060146224,0.000086316926],"about_ca_topic_score_codex":0.02013287,"about_ca_topic_score_gemma":0.021965617,"teacher_disagreement_score":0.038053878,"about_ca_system_score_codex":0.0066430634,"about_ca_system_score_gemma":0.010612032,"threshold_uncertainty_score":0.20125061},"labels":[],"label_agreement":null},{"id":"W1574827155","doi":"10.15353/joci.v2i1.2102","title":"Community Security By Widely Available Information Technology","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer security; Internet privacy; Altruism (biology); Scheme (mathematics); Information technology; Software; Business; Public relations; Computer science; Political science; Psychology; Law; Social psychology","score_opus":0.03107485869422972,"score_gpt":0.2956868043872552,"score_spread":0.2646119456930255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1574827155","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02949513,0.013111402,0.100395225,0.15203866,0.0012221534,0.00022902791,0.00036226545,0.00087443256,0.7022717],"genre_scores_gemma":[0.83259386,0.0076191537,0.028580077,0.02191694,0.0025710794,0.0006236118,0.0002947077,0.00026944926,0.10553118],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9899211,0.0044805254,0.0005136379,0.0011356937,0.0031303503,0.00081865996],"domain_scores_gemma":[0.9795878,0.008703813,0.0027539777,0.0056873867,0.0018765924,0.001390439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0068687988,0.00067767716,0.0006946209,0.0032064756,0.0031052567,0.013314871,0.001972439,0.00634589,0.03264678],"category_scores_gemma":[0.02976092,0.0005082912,0.0009893959,0.0021125579,0.008291336,0.017422,0.015693894,0.005435041,0.00914053],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005609894,0.00009244954,0.0019176543,0.00019437753,0.00006570657,0.0004643225,0.0020665368,0.0005528662,0.0010983844,0.860414,0.025802493,0.107275136],"study_design_scores_gemma":[0.00006984844,0.00013561033,0.0011607849,0.00070724514,0.000049889393,0.0011333639,0.001039419,0.0017318305,0.0014571346,0.626832,0.3656308,0.00005209679],"about_ca_topic_score_codex":0.0009987397,"about_ca_topic_score_gemma":0.0009999393,"teacher_disagreement_score":0.03264678,"about_ca_system_score_codex":0.0019136273,"about_ca_system_score_gemma":0.0027362849,"threshold_uncertainty_score":0.109214365},"labels":[],"label_agreement":null},{"id":"W1575626633","doi":"10.15353/joci.v11i1.2854","title":"Book Review - Favela Digital: The Other Side of Technology","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Appropriation; Vision; Usability; Digital literacy; Literacy; ICTS; Sociology; Media studies; Political science; Visual arts; World Wide Web; Computer science; Information and Communications Technology; Art; Pedagogy; Human–computer interaction; Epistemology","score_opus":0.029603442624937155,"score_gpt":0.2465420939376064,"score_spread":0.21693865131266923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1575626633","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003587515,0.81621665,0.00033650396,0.03023866,0.025223,0.000034125835,0.00028513925,0.00008340535,0.12722369],"genre_scores_gemma":[0.006702073,0.67557627,0.00047743222,0.022065576,0.020162338,0.00006720303,0.00048811323,0.0001355762,0.2743255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994578,0.0000764919,0.000034373857,0.000067648936,0.0003250405,0.000038616985],"domain_scores_gemma":[0.99788505,0.00096894096,0.00013658317,0.00007107241,0.0007786985,0.00015965113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048214238,0.00047678853,0.00070709526,0.0026531327,0.00074992015,0.003207504,0.00082198676,0.0015860246,0.07795623],"category_scores_gemma":[0.0044580405,0.00023815401,0.00033332102,0.0040817866,0.00079206843,0.0027810915,0.000915036,0.0017716897,0.024840286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007850386,0.000007014568,0.000063051215,0.0010658758,0.000004574393,0.000057682573,0.000066821514,0.00003600445,0.000092933464,0.003483055,0.90217453,0.0929407],"study_design_scores_gemma":[0.0000012163691,0.0000037668585,0.000097113174,0.00052841986,0.0000023675268,0.00016777891,0.00003137644,0.000004555787,0.000016763937,0.00019319708,0.9989517,0.0000018895471],"about_ca_topic_score_codex":0.0109692365,"about_ca_topic_score_gemma":0.026588636,"teacher_disagreement_score":0.07795623,"about_ca_system_score_codex":0.0018637177,"about_ca_system_score_gemma":0.0020096172,"threshold_uncertainty_score":0.26078957},"labels":[],"label_agreement":null},{"id":"W1576270646","doi":"10.15353/joci.v10i2.2650","title":"First Mile Challenges to Last Mile Rhetoric: Exploring the Discourse between Remote and Rural First Nations and the Telecom Industry","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Last mile (transportation); Government (linguistics); Politics; Rural area; Colonialism; Narrative; Service (business); Sociology; Telecommunications; Political science; Economic growth; Political economy; Mile; Business; Economics; Law; Marketing; Geography; Engineering","score_opus":0.09184205243570776,"score_gpt":0.3299134044782883,"score_spread":0.23807135204258056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1576270646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47972986,0.010395779,0.0038485404,0.16595086,0.00089734065,0.00008551757,0.000086423446,0.00005851753,0.3389471],"genre_scores_gemma":[0.9827192,0.0016769657,0.0006829294,0.0057069957,0.00012271447,0.000027633765,0.000021460206,0.00004578094,0.0089962],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9904552,0.006364705,0.00012966672,0.00042739106,0.0014067146,0.0012163377],"domain_scores_gemma":[0.97667015,0.018950611,0.00076199125,0.00034270415,0.0017242604,0.0015502834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010305737,0.0007253475,0.00058601337,0.003448643,0.045943066,0.024776945,0.00221435,0.006506741,0.0039255037],"category_scores_gemma":[0.015460815,0.00039807474,0.00037522032,0.0039961445,0.05586249,0.011070506,0.008672004,0.010457642,0.0003183684],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011015333,0.000010963331,0.00044652776,0.000051418734,0.000002439975,0.00043292393,0.9078532,0.00004750782,0.00017463064,0.086065724,0.0024042754,0.0024993557],"study_design_scores_gemma":[0.000004559892,0.00000820916,0.0006278978,0.0003271003,0.0000068676372,0.00015507774,0.91032684,0.00020593364,0.00015563586,0.0065252916,0.08163915,0.000017476554],"about_ca_topic_score_codex":0.5622472,"about_ca_topic_score_gemma":0.6261355,"teacher_disagreement_score":0.43775278,"about_ca_system_score_codex":0.061368532,"about_ca_system_score_gemma":0.042566326,"threshold_uncertainty_score":0.8806616},"labels":[],"label_agreement":null},{"id":"W1576706829","doi":"10.15353/joci.v1i2.2038","title":"Editorial: Sustainability of Community ICTs and its Future","year":2005,"lang":"en","type":"editorial","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"ICTS; Sustainability; Engineering ethics; Business; Sociology; Political science; Information and Communications Technology; Engineering","score_opus":0.016549204645677766,"score_gpt":0.2663819045116699,"score_spread":0.2498326998659921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1576706829","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000046826037,0.0035857568,0.00007643429,0.026247554,0.9686855,0.000015934082,0.000033304434,0.000031583197,0.0012770931],"genre_scores_gemma":[0.00068041985,0.0024325813,0.000071116374,0.013478367,0.97667897,0.000018414732,0.000023462071,0.000027402644,0.0065892637],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9931982,0.0010606106,0.00082407,0.00069626427,0.0036301292,0.00059077464],"domain_scores_gemma":[0.9697693,0.009968726,0.0023389899,0.00066719373,0.013915838,0.003339943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007430528,0.0048995693,0.0054933527,0.006255234,0.0043556998,0.0101025775,0.004663394,0.02096036,0.011481643],"category_scores_gemma":[0.030417295,0.0013389688,0.0032884048,0.0024232273,0.0032753758,0.0048343926,0.0016901804,0.020881578,0.006861113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002367694,0.000018607225,0.000020907442,0.00014221753,0.000018826615,0.00012837125,0.000011121442,0.000019330508,0.00003113572,0.00025093276,0.99686795,0.0024668563],"study_design_scores_gemma":[0.00008589587,0.000053018473,0.00044372672,0.0006479511,0.00014803407,0.0004189841,0.00011419392,0.0002378345,0.00016989291,0.001493201,0.9961541,0.00003295403],"about_ca_topic_score_codex":0.002120733,"about_ca_topic_score_gemma":0.005354197,"teacher_disagreement_score":0.02096036,"about_ca_system_score_codex":0.003296161,"about_ca_system_score_gemma":0.0037455843,"threshold_uncertainty_score":0.039296806},"labels":[],"label_agreement":null},{"id":"W1577122373","doi":"10.15353/joci.v8i2.3039","title":"Data Template For District Economic Planning","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social and Economic Development in India","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Corporate governance; Politics; State (computer science); Set (abstract data type); Local governance; Regional science; Open data; Data set; Business; Geography; Computer science; Political science; Artificial intelligence","score_opus":0.205376362075858,"score_gpt":0.3831191271626035,"score_spread":0.1777427650867455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577122373","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0046680686,0.00016049012,0.15170218,0.0014991593,0.00086687563,0.0016080826,0.6638858,0.017687874,0.15792148],"genre_scores_gemma":[0.048239686,0.00043160442,0.28282604,0.0004818118,0.00013714764,0.004533415,0.5863303,0.007582454,0.069437526],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813676,0.0004779195,0.00040531927,0.00032467005,0.00048546,0.00016983961],"domain_scores_gemma":[0.99406475,0.0020589407,0.0003487364,0.002119934,0.0011287837,0.0002788827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022985055,0.0005934425,0.00051303656,0.0035093934,0.001044006,0.0034311838,0.0015243479,0.00080385956,0.1627945],"category_scores_gemma":[0.013160142,0.0008115415,0.0008225929,0.008042069,0.0005344567,0.0023904003,0.0022581308,0.001658639,0.06394833],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024484686,0.00013626713,0.0045368676,0.00083131896,0.000040727715,0.00045187183,0.0014454379,0.009534547,0.0016195377,0.11373469,0.71722883,0.150195],"study_design_scores_gemma":[0.000018789782,0.00000959121,0.0012110339,0.000084157946,0.0000044646204,0.00007562555,0.00026188945,0.0018732781,0.00103174,0.009034933,0.9863753,0.000019245206],"about_ca_topic_score_codex":0.012637288,"about_ca_topic_score_gemma":0.013958946,"teacher_disagreement_score":0.1627945,"about_ca_system_score_codex":0.0018413663,"about_ca_system_score_gemma":0.0044664396,"threshold_uncertainty_score":0.54460186},"labels":[],"label_agreement":null},{"id":"W1577648407","doi":"10.15353/joci.v8i1.3068","title":"Older and Online: Enhancing social connections in Australian rural places","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social connectedness; Older people; Rural community; Rural area; Rural health; Emerging technologies; Public relations; Psychology; Gerontology; Sociology; Medicine; Socioeconomics; Political science; Computer science; Social psychology","score_opus":0.03859489427596972,"score_gpt":0.3374701700837007,"score_spread":0.298875275807731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577648407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9815425,0.00026839672,0.0011349578,0.001703706,0.0000849972,0.00023217102,0.00003877862,0.00006771509,0.014926872],"genre_scores_gemma":[0.9885505,0.0005834881,0.0037429377,0.00049320393,0.000060584487,0.00018708344,0.000043235807,0.000013786652,0.0063252104],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9986576,0.0008831559,0.00003572742,0.000068014306,0.00015106409,0.00020444897],"domain_scores_gemma":[0.99737144,0.0007026718,0.0002524135,0.00014812878,0.00019575912,0.001329614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021756515,0.00040645045,0.00027435916,0.0007849423,0.0037545413,0.0020943037,0.0008207788,0.00087274465,0.0063965856],"category_scores_gemma":[0.0048893387,0.00017295984,0.00029991154,0.00056747766,0.0011147365,0.0029957572,0.006220968,0.0007188716,0.00066259794],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032744984,0.004093467,0.028307112,0.0010370283,0.0000566071,0.0029716017,0.5902927,0.00032046583,0.0057736496,0.0031611894,0.014351356,0.34930742],"study_design_scores_gemma":[0.00023914203,0.0050476585,0.14014938,0.0007909412,0.00017370822,0.002151161,0.63709456,0.0018114366,0.0017417725,0.005302381,0.20534183,0.00015606426],"about_ca_topic_score_codex":0.005676046,"about_ca_topic_score_gemma":0.015736897,"teacher_disagreement_score":0.0063965856,"about_ca_system_score_codex":0.0006256701,"about_ca_system_score_gemma":0.0012003765,"threshold_uncertainty_score":0.021398723},"labels":[],"label_agreement":null},{"id":"W1577897317","doi":"10.15353/joci.v1i2.2051","title":"A Note on these \"Notes from the Field\"","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"History and Theory of Mathematics","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Computer science; Mathematics; Pure mathematics","score_opus":0.06161738802464121,"score_gpt":0.3237150877715842,"score_spread":0.26209769974694297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1577897317","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00026295095,0.006245832,0.0011629019,0.63158965,0.3015792,0.00003919482,0.00018413647,0.00008990713,0.0588462],"genre_scores_gemma":[0.00925196,0.008150314,0.0022858705,0.56441396,0.14960697,0.00016331357,0.00017977363,0.0002476267,0.26570022],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9915352,0.0018393438,0.0006582563,0.00092079304,0.004283455,0.00076291553],"domain_scores_gemma":[0.97941077,0.008427111,0.0009539224,0.0014003189,0.007507146,0.0023008601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006288171,0.0010419358,0.0007904325,0.0018746975,0.0076924614,0.008046993,0.0035467176,0.01289966,0.025183717],"category_scores_gemma":[0.03102965,0.00046952892,0.001407886,0.0014035894,0.006882141,0.00881662,0.0053719105,0.029656839,0.010044219],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012564111,0.000013007495,0.00003518125,0.00004720872,0.0000026630926,0.000048133126,0.00013738517,0.000015692667,0.00009483613,0.03257468,0.96276975,0.0042488705],"study_design_scores_gemma":[0.0000092156515,0.000011327415,0.00019562643,0.00012688505,0.000003901103,0.000032225165,0.00018980718,0.00002748702,0.00011112271,0.013547274,0.9857226,0.000022527815],"about_ca_topic_score_codex":0.017394416,"about_ca_topic_score_gemma":0.044934325,"teacher_disagreement_score":0.025183717,"about_ca_system_score_codex":0.003692588,"about_ca_system_score_gemma":0.006989788,"threshold_uncertainty_score":0.08424789},"labels":[],"label_agreement":null},{"id":"W1578126709","doi":"10.15353/joci.v4i1.2965","title":"Time, space and the wireless community network","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Laptop; Wireless; Telecommunications; Wireless network; Space (punctuation); Computer science","score_opus":0.05031015526509031,"score_gpt":0.3090731103785885,"score_spread":0.25876295511349817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1578126709","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2830239,0.016780239,0.056959476,0.054813344,0.0011191205,0.00012603572,0.00020543642,0.00018119242,0.5867913],"genre_scores_gemma":[0.9791565,0.0037746995,0.003319598,0.0004271427,0.00028750693,0.00008178341,0.000032898246,0.000017091623,0.012902869],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99869835,0.0007704138,0.000034748642,0.00013395856,0.00018975616,0.00017275485],"domain_scores_gemma":[0.99656385,0.0019676986,0.0005372726,0.00015446625,0.00024922966,0.0005273785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001572409,0.0002262311,0.00022507488,0.00184314,0.0038867227,0.0062286407,0.0007647878,0.001341818,0.005240683],"category_scores_gemma":[0.005889639,0.00013926163,0.00016887771,0.001989706,0.00844528,0.00862691,0.0044633728,0.0011341523,0.00041085013],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023767872,0.000012923687,0.00094950583,0.00003866994,0.000004796993,0.00010949948,0.0054423865,0.0006055807,0.000103748775,0.9748287,0.0020032125,0.015877211],"study_design_scores_gemma":[0.000029741042,0.000043626165,0.0017755269,0.00011530315,0.000013845254,0.00023447484,0.012581962,0.0029556942,0.00014768734,0.848934,0.13314302,0.000025154457],"about_ca_topic_score_codex":0.0054950016,"about_ca_topic_score_gemma":0.0049165487,"teacher_disagreement_score":0.0062286407,"about_ca_system_score_codex":0.0020115192,"about_ca_system_score_gemma":0.0016673189,"threshold_uncertainty_score":0.017531812},"labels":[],"label_agreement":null},{"id":"W1578902210","doi":"10.15353/joci.v7i1-2.2558","title":"Special Double Issue: The Internet and Community Informatics in Brazil","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; The Internet; Information and Communications Technology; Health informatics; Library science; World Wide Web; Data science; Computer science; Political science","score_opus":0.04084438118535608,"score_gpt":0.27182964586055813,"score_spread":0.23098526467520206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1578902210","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006592717,0.043015316,0.00050138566,0.18974634,0.7253893,0.00019561128,0.00072744006,0.00019417642,0.033637807],"genre_scores_gemma":[0.04670459,0.058322303,0.00061271153,0.032538086,0.72423154,0.0002292435,0.0010555407,0.00036172845,0.13594425],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981552,0.00024731635,0.00030732,0.00019495384,0.0006981425,0.00039708577],"domain_scores_gemma":[0.9906384,0.002594929,0.0009957905,0.0005049583,0.002837498,0.002428425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029398608,0.001718469,0.0020799104,0.00598489,0.004359349,0.0080365855,0.0020043384,0.007841738,0.042966645],"category_scores_gemma":[0.008551184,0.0006520029,0.0013720883,0.0029727097,0.0015300303,0.004893252,0.003946353,0.0034142064,0.0053357775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000067271605,0.000083025865,0.0010599173,0.0011329221,0.000025635141,0.00067069597,0.00031516986,0.000065014305,0.00066785567,0.003646772,0.9697142,0.02255158],"study_design_scores_gemma":[0.000026212563,0.0001102942,0.0070242416,0.0011238031,0.00008310561,0.0012789094,0.00088970404,0.00032059188,0.00063617394,0.0021417548,0.98633736,0.000027846878],"about_ca_topic_score_codex":0.0043109776,"about_ca_topic_score_gemma":0.009797962,"teacher_disagreement_score":0.042966645,"about_ca_system_score_codex":0.002391442,"about_ca_system_score_gemma":0.005247449,"threshold_uncertainty_score":0.14373773},"labels":[],"label_agreement":null},{"id":"W1579038317","doi":"10.15353/joci.v3i1.2386","title":"Making Use of Scenarios for Achieving Effective Use in Community Computing Contexts","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Usability; Leverage (statistics); Computer science; Knowledge management; Participatory design; Process (computing); Process management; Informatics; Order (exchange); Management science; Human–computer interaction; Engineering; Business","score_opus":0.11768873902034771,"score_gpt":0.4097780084903497,"score_spread":0.29208926947000197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1579038317","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18270694,0.00045117547,0.7518123,0.005240867,0.00013700797,0.0041712928,0.00017839666,0.0008955948,0.054406382],"genre_scores_gemma":[0.59670454,0.0003380996,0.39901426,0.00018047822,0.000020818918,0.0020060053,0.00018262828,0.000082790975,0.0014703643],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.93485385,0.057955705,0.0018035361,0.0012254295,0.0032994915,0.00086198805],"domain_scores_gemma":[0.91924924,0.061533842,0.0042072106,0.008187664,0.0046359203,0.002186156],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03419589,0.0016272538,0.0004626347,0.0041799964,0.0033919008,0.0067149666,0.002426368,0.003764135,0.005693595],"category_scores_gemma":[0.09088615,0.00091342273,0.0009144847,0.0018266046,0.0065498278,0.013776357,0.008229965,0.002140954,0.0009029197],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041399387,0.001523318,0.013308784,0.0016925464,0.0001157801,0.002277934,0.15517719,0.024089493,0.013013019,0.45852733,0.006174188,0.32368633],"study_design_scores_gemma":[0.00031800932,0.0017322396,0.007000901,0.002862193,0.00019544798,0.0028124426,0.10812765,0.0805185,0.024592998,0.5185178,0.25279376,0.0005280532],"about_ca_topic_score_codex":0.00070440525,"about_ca_topic_score_gemma":0.0011180366,"teacher_disagreement_score":0.03419589,"about_ca_system_score_codex":0.0019779077,"about_ca_system_score_gemma":0.003580294,"threshold_uncertainty_score":0.18084729},"labels":[],"label_agreement":null},{"id":"W1579462322","doi":"10.15353/joci.v3i1.2388","title":"Towards Supporting Community Information Seeking and Use","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information seeking; Computer science; Context (archaeology); Informatics; Information system; Knowledge management; Information needs; Data science; World Wide Web; Information retrieval; Engineering","score_opus":0.05208186734763486,"score_gpt":0.2991908543785679,"score_spread":0.24710898703093304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1579462322","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11528488,0.0021886188,0.7806501,0.01691393,0.00021514471,0.0015474126,0.00008773442,0.0034514505,0.079660766],"genre_scores_gemma":[0.5114165,0.0009493616,0.47252628,0.0017933856,0.00018186198,0.0011009264,0.00021472418,0.00028622642,0.011530735],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99078745,0.0057059387,0.00030848998,0.000873437,0.0018332669,0.0004913022],"domain_scores_gemma":[0.9684455,0.017203437,0.0017323308,0.0049653887,0.0047807475,0.0028726216],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.015910199,0.000668386,0.0006383099,0.0022367449,0.00398691,0.0068384707,0.002863913,0.0038210026,0.005221379],"category_scores_gemma":[0.030961849,0.000678711,0.000758382,0.0015080832,0.0034719193,0.011643937,0.012455353,0.002881906,0.0025801053],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002739718,0.0016860209,0.014129293,0.0024429855,0.00013486424,0.00060114317,0.05442713,0.006071971,0.022713164,0.28076813,0.01918612,0.5975652],"study_design_scores_gemma":[0.00035558123,0.0009013694,0.0051091043,0.000988522,0.00021999521,0.0009169515,0.022236263,0.060168896,0.014642283,0.41703832,0.47723663,0.00018601846],"about_ca_topic_score_codex":0.0023019768,"about_ca_topic_score_gemma":0.002140676,"teacher_disagreement_score":0.99316156,"about_ca_system_score_codex":0.0011432247,"about_ca_system_score_gemma":0.005193641,"threshold_uncertainty_score":0.08414215},"labels":[],"label_agreement":null},{"id":"W1580410547","doi":"10.15353/joci.v1i3.2031","title":"Crisis, Farming &amp; Community","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Agriculture; Government (linguistics); Public relations; Business; Action (physics); ICTS; Community organization; Economic growth; Political science; Information and Communications Technology; Economics; Geography","score_opus":0.08842091861863999,"score_gpt":0.2979782989688685,"score_spread":0.20955738035022853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1580410547","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22625157,0.012295892,0.0051821074,0.1394709,0.0024018218,0.00042186258,0.0012468795,0.00031966603,0.6124094],"genre_scores_gemma":[0.89931875,0.006841375,0.0019578345,0.008612497,0.00031644636,0.00027201703,0.00037920146,0.00005285949,0.082248956],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9979153,0.00100665,0.00008686026,0.0001773476,0.00042663902,0.00038719393],"domain_scores_gemma":[0.9963576,0.0006881849,0.0006123573,0.00014270256,0.00057019485,0.0016288419],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013499844,0.0002570856,0.00025261266,0.001092524,0.0076240273,0.006625635,0.00063039816,0.0017439955,0.023001794],"category_scores_gemma":[0.004899762,0.00015974915,0.000108780674,0.00194013,0.00496436,0.004577665,0.0077403635,0.0020563742,0.0026506747],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017192471,0.00023931667,0.018709866,0.0008406323,0.000017284223,0.00448544,0.2866048,0.00026199396,0.0012679086,0.11327579,0.32437733,0.24974774],"study_design_scores_gemma":[0.000014970288,0.000064381034,0.0092201885,0.0003234807,0.0000029481478,0.0010754965,0.25099358,0.00014475129,0.000118807824,0.011396695,0.7266215,0.000023175538],"about_ca_topic_score_codex":0.012399633,"about_ca_topic_score_gemma":0.016330719,"teacher_disagreement_score":0.023001794,"about_ca_system_score_codex":0.0032856085,"about_ca_system_score_gemma":0.004387722,"threshold_uncertainty_score":0.07694864},"labels":[],"label_agreement":null},{"id":"W1580585206","doi":"10.15353/joci.v10i2.2740","title":"Information and Communication Technology for Education in an Algonquin First Nation in Quebec","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of New Brunswick; York University","funders":"","keywords":"Information and Communications Technology; Geography; Information technology; Capital city; Population; Rural community; Capital (architecture); Economic growth; Library science; Political science; Sociology; Telecommunications; Socioeconomics; Engineering; Economic geography; Demography; Archaeology; Computer science","score_opus":0.034778058621186804,"score_gpt":0.35106700866708945,"score_spread":0.31628895004590263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1580585206","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91982436,0.0015916261,0.0008325046,0.0058356673,0.00007003321,0.0001593846,0.0004631313,0.000050595034,0.07117266],"genre_scores_gemma":[0.95725864,0.0010198533,0.0013444846,0.0007224454,0.0000067748856,0.0000661422,0.00022461353,0.00001625108,0.03934083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994766,0.00012363373,0.000010774762,0.00004267887,0.00010408791,0.00024218988],"domain_scores_gemma":[0.999143,0.00016697377,0.00004519279,0.0000250547,0.0002823378,0.0003374716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004274843,0.0001781087,0.00017489136,0.0005295216,0.007713875,0.0023234112,0.00080624345,0.00063136435,0.0083356565],"category_scores_gemma":[0.0010304496,0.00016603689,0.00018075765,0.0011156315,0.0010348714,0.00067264924,0.0011465843,0.00080768485,0.00046083052],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055352796,0.0019665211,0.36286768,0.0009356636,0.00012591775,0.02288744,0.19810793,0.0030837965,0.012269406,0.077390485,0.060586914,0.25922468],"study_design_scores_gemma":[0.00009152081,0.00030060392,0.3786246,0.0007174524,0.00007374622,0.0022239727,0.24179816,0.0042200247,0.0018263125,0.0015118521,0.36846977,0.00014196828],"about_ca_topic_score_codex":0.9887229,"about_ca_topic_score_gemma":0.9968708,"teacher_disagreement_score":0.036628857,"about_ca_system_score_codex":0.036628857,"about_ca_system_score_gemma":0.035099372,"threshold_uncertainty_score":0.2657622},"labels":[],"label_agreement":null},{"id":"W1580606601","doi":"10.15353/joci.v9i2.3162","title":"Overview of ICTs and Health","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"ICTS; Information and Communications Technology; Social determinants of health; Public health; Commission; Public relations; Economic growth; Health informatics; Political science; Sociology; Medicine; Economics; Nursing","score_opus":0.26608342076113295,"score_gpt":0.509199718035263,"score_spread":0.24311629727413003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1580606601","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013496561,0.82087,0.0029860986,0.017932974,0.0026221918,0.00015135849,0.0006055576,0.00012391254,0.15335836],"genre_scores_gemma":[0.012064057,0.9569485,0.0028272695,0.004741839,0.002754508,0.00012927226,0.0005191372,0.000025476444,0.019989965],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990434,0.00026279545,0.00010881267,0.00010301449,0.00035854272,0.00012329209],"domain_scores_gemma":[0.99867105,0.0007205037,0.00010394363,0.000045824192,0.00032253205,0.00013616096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001049858,0.00067214714,0.00049156864,0.0041491822,0.00085672067,0.0041532293,0.00069117325,0.0025327913,0.020360012],"category_scores_gemma":[0.0017462042,0.00028155933,0.0004954765,0.0062960773,0.0007834769,0.0036508923,0.0016574276,0.001718761,0.00493862],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052751326,0.00009517015,0.0014891758,0.0051579126,0.00003497146,0.00022083893,0.0006289328,0.0005747985,0.0003287241,0.09511181,0.12515889,0.771146],"study_design_scores_gemma":[0.000004295924,0.00003805301,0.0020542466,0.0034067004,0.000017867793,0.00033979007,0.00033150456,0.00012950326,0.00006391914,0.011377972,0.98222566,0.000010509333],"about_ca_topic_score_codex":0.0055678785,"about_ca_topic_score_gemma":0.0054637115,"teacher_disagreement_score":0.020360012,"about_ca_system_score_codex":0.0020699056,"about_ca_system_score_gemma":0.0033595546,"threshold_uncertainty_score":0.06811106},"labels":[],"label_agreement":null},{"id":"W1581196114","doi":"10.15353/joci.v9i1.3186","title":"Telecenter Web Portals in Latin American and Arab Nations: A Comparative Analysis","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prosperity; Premise; Disadvantage; Digital divide; Digital literacy; Latin Americans; Public relations; Literacy; Political science; Sociology; Economic growth; Knowledge management; Information and Communications Technology; Computer science; Economics; Pedagogy","score_opus":0.05301743921543065,"score_gpt":0.316009306773904,"score_spread":0.2629918675584733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1581196114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901428,0.000543469,0.000059843987,0.00009965009,0.0000049754435,0.000016720342,0.00006931479,0.0000018502761,0.009061341],"genre_scores_gemma":[0.99698097,0.0011702939,0.00016924912,0.00007612464,0.0000050148915,0.000040252173,0.00017908264,0.0000043234895,0.0013747559],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993443,0.0003944644,0.000026629115,0.000040193736,0.00006719748,0.0001271751],"domain_scores_gemma":[0.99686074,0.0015863908,0.00049871416,0.00011133304,0.000600919,0.00034180837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016394835,0.0001498534,0.00019926346,0.0027966604,0.0021934414,0.0016722193,0.00022360112,0.00032209425,0.0051876674],"category_scores_gemma":[0.004115474,0.00011674344,0.00014168954,0.0054024993,0.00084868545,0.0017072359,0.0014204497,0.00040457095,0.00027006379],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008237946,0.0013058771,0.58720285,0.00069024594,0.00006809742,0.0024993771,0.27174264,0.00012409287,0.0017852384,0.009424481,0.002458593,0.121874735],"study_design_scores_gemma":[0.000023084116,0.0002924102,0.5373211,0.00027857348,0.000045429082,0.00072400353,0.43517426,0.00012071462,0.0003254617,0.00024859808,0.025429662,0.000016652859],"about_ca_topic_score_codex":0.018003479,"about_ca_topic_score_gemma":0.045382332,"teacher_disagreement_score":0.018003479,"about_ca_system_score_codex":0.001296618,"about_ca_system_score_gemma":0.00096906436,"threshold_uncertainty_score":0.035797358},"labels":[],"label_agreement":null},{"id":"W1581325114","doi":"10.15353/joci.v9i4.3143","title":"Optimisation of Livestock Identification and Trace-back System LITS Database to meet Local Needs: Case Study of Botswana","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Food Supply Chain Traceability","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Traceability; Livestock; Identification (biology); Work (physics); Database; Business; TRACE (psycholinguistics); Government (linguistics); Environmental planning; Environmental resource management; Geography; Computer science; Engineering; Forestry; Environmental science; Ecology","score_opus":0.04420499146588859,"score_gpt":0.2558577397629328,"score_spread":0.21165274829704422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1581325114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99384874,0.000041699554,0.002432693,0.00034885568,0.0000056721474,0.0002211543,0.00011903717,0.00007780708,0.0029042724],"genre_scores_gemma":[0.99045545,0.00005221433,0.006835866,0.00005341811,0.0000017188296,0.00007292629,0.00015016698,0.0000142353965,0.0023638643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99898404,0.0004965932,0.00007640025,0.000101743455,0.00017039651,0.00017074184],"domain_scores_gemma":[0.99686676,0.0016913575,0.00017130736,0.00028851203,0.00073208933,0.00024980807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020598774,0.00030392173,0.00021188051,0.0007779125,0.0011538217,0.001089755,0.0013737011,0.00078756385,0.002947785],"category_scores_gemma":[0.0039298316,0.00020407916,0.00019054754,0.0008620256,0.00047938724,0.00094349694,0.0010545583,0.0004810294,0.00038029635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002871346,0.0047643697,0.35416365,0.0023041733,0.00014892184,0.055315867,0.06978068,0.034301598,0.11687107,0.0083362935,0.007896682,0.3432454],"study_design_scores_gemma":[0.00064263935,0.007062678,0.32862824,0.0010905387,0.0004257234,0.012472703,0.25504372,0.20618568,0.08245346,0.0031868264,0.10253075,0.0002769616],"about_ca_topic_score_codex":0.029449431,"about_ca_topic_score_gemma":0.03773816,"teacher_disagreement_score":0.029449431,"about_ca_system_score_codex":0.0020309445,"about_ca_system_score_gemma":0.0021419981,"threshold_uncertainty_score":0.05855602},"labels":[],"label_agreement":null},{"id":"W1581697201","doi":"10.15353/joci.v9i2.3164","title":"Developing decentralised health information systems in developing countries –cases from Sierra Leone and Kenya","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sierra leone; Developing country; Information system; Equity (law); Citizen journalism; Health informatics; Economic growth; Business; The Internet; Information and Communications Technology; Community health; Health care; Public relations; Political science; Sociology; Computer science; Socioeconomics; Economics","score_opus":0.06310516628114639,"score_gpt":0.2970070678564111,"score_spread":0.23390190157526475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1581697201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9858634,0.0003768741,0.0002494687,0.00068841246,0.0000055222463,0.0003693824,0.00006281846,0.000005801593,0.012378368],"genre_scores_gemma":[0.99756783,0.0004934046,0.00063390663,0.00006558175,0.000003155826,0.00012003941,0.000053757598,0.0000021227868,0.0010600071],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9961366,0.0022481864,0.0002750557,0.00014010901,0.00038989066,0.0008101649],"domain_scores_gemma":[0.99598914,0.0021312025,0.0006320096,0.0002562129,0.00047253963,0.0005188744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004571329,0.0003583919,0.00033318155,0.0016792542,0.007083297,0.0033258938,0.00062170974,0.0008801734,0.0015520236],"category_scores_gemma":[0.008070347,0.00033438313,0.000232458,0.0022900857,0.0043971473,0.0016259567,0.0035776617,0.00093275594,0.000109894165],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064072583,0.001688098,0.24358705,0.0026136762,0.00011442489,0.044331748,0.53272086,0.0054551824,0.0055417498,0.082764454,0.0040044067,0.07653764],"study_design_scores_gemma":[0.0004305388,0.0011624625,0.25873142,0.0011902328,0.000091383845,0.004896424,0.67231524,0.0026089218,0.0024062858,0.0033500416,0.052740637,0.00007644324],"about_ca_topic_score_codex":0.09259706,"about_ca_topic_score_gemma":0.13372691,"teacher_disagreement_score":0.09259706,"about_ca_system_score_codex":0.006622328,"about_ca_system_score_gemma":0.007384963,"threshold_uncertainty_score":0.18411618},"labels":[],"label_agreement":null},{"id":"W1581979016","doi":"10.15353/joci.v9i4.3137","title":"Telecentre functionality in South Africa: Re-enabling the community ICT access environment","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Key (lock); Information and Communications Technology; Citizen journalism; Participatory action research; Quality (philosophy); Action (physics); Point (geometry); Process management; Business; Quality of life (healthcare); Computer science; Public relations; Knowledge management; Telecommunications; Political science; Economic growth; Sociology; World Wide Web; Computer security; Psychology; Economics","score_opus":0.05107155372497737,"score_gpt":0.25613151344173773,"score_spread":0.20505995971676036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1581979016","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9222869,0.0020685962,0.004490878,0.014619533,0.00008949106,0.00022144774,0.0000799281,0.000041640713,0.056101535],"genre_scores_gemma":[0.9947655,0.0008184714,0.0018578292,0.00030468625,0.000010295467,0.000054658558,0.000014710942,0.000008239099,0.002165528],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9974868,0.0013130972,0.00008004321,0.0001237298,0.00020916323,0.0007871941],"domain_scores_gemma":[0.99692434,0.0014009718,0.00044270462,0.00024912637,0.00030677655,0.00067608315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029178509,0.00038070153,0.00022525262,0.0013336989,0.0049640397,0.003780363,0.00091461715,0.001427561,0.005597792],"category_scores_gemma":[0.0067321025,0.0002257142,0.00023886647,0.0021229591,0.0040728077,0.0054272856,0.006792296,0.0011305527,0.00029594693],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048559715,0.00039968613,0.06622201,0.0028052912,0.000058251873,0.013625691,0.383157,0.0021290823,0.015826035,0.22437996,0.006162161,0.2847493],"study_design_scores_gemma":[0.00012617398,0.0008281052,0.09312363,0.0022794828,0.00009096054,0.005565396,0.50951207,0.002255524,0.0038146148,0.04741872,0.33484545,0.00013987409],"about_ca_topic_score_codex":0.01961247,"about_ca_topic_score_gemma":0.029512133,"teacher_disagreement_score":0.01961247,"about_ca_system_score_codex":0.004121893,"about_ca_system_score_gemma":0.009369924,"threshold_uncertainty_score":0.038996637},"labels":[],"label_agreement":null},{"id":"W1582928370","doi":"10.15353/joci.v3i2.2372","title":"Network Capital: an expression of social capital in the Network Society","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social capital; Individual capital; Social network (sociolinguistics); Social reproduction; Social mobility; Cohesion (chemistry); Sociology; Social status; Social engagement; Capital (architecture); Financial capital; Human capital; Economics; Political science; Social science; Economic growth; Law; Geography; Social media","score_opus":0.038238018500887,"score_gpt":0.31848263781600755,"score_spread":0.28024461931512057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1582928370","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27711037,0.0065764743,0.17804441,0.022780148,0.00103437,0.00047991218,0.002811885,0.0004782988,0.5106842],"genre_scores_gemma":[0.96526515,0.0016938561,0.016284343,0.0005823764,0.00026296187,0.00019137014,0.00034617644,0.000035175388,0.015338621],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9969584,0.001157598,0.0001582521,0.0004221779,0.0010165123,0.0002870567],"domain_scores_gemma":[0.99350524,0.0026722045,0.0017417204,0.00050579367,0.00091423164,0.0006608701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019971232,0.00037999285,0.00034980892,0.0026206605,0.00140125,0.0042945975,0.00063458463,0.0012293122,0.0068753758],"category_scores_gemma":[0.010318862,0.0001334872,0.00026491514,0.0039489446,0.0036205961,0.0063260584,0.0029084715,0.0008475298,0.00063912105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059843172,0.000096563424,0.022771351,0.0003462372,0.00011215224,0.00053647393,0.010205105,0.0021367595,0.0016279452,0.8611643,0.018009054,0.08293428],"study_design_scores_gemma":[0.000023991146,0.000197023,0.06355214,0.00066483155,0.00013595073,0.0015870811,0.012002801,0.012575073,0.0019425491,0.61238724,0.2947881,0.00014316678],"about_ca_topic_score_codex":0.0022644547,"about_ca_topic_score_gemma":0.0024603806,"teacher_disagreement_score":0.0068753758,"about_ca_system_score_codex":0.0022687109,"about_ca_system_score_gemma":0.0011199734,"threshold_uncertainty_score":0.02300042},"labels":[],"label_agreement":null},{"id":"W1583518026","doi":"10.15353/joci.v9i4.3140","title":"Exploring eParticipation in the city of Cape Town","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sanitation; Cape; Transactional leadership; Business; Information and Communications Technology; Environmental planning; Public relations; Geography; Engineering; Political science; World Wide Web; Computer science","score_opus":0.22541685007549864,"score_gpt":0.3425482343138691,"score_spread":0.11713138423837047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1583518026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95992965,0.00035239346,0.0010352226,0.0017245238,0.000017234599,0.00008637318,0.00017113278,0.000009191645,0.03667428],"genre_scores_gemma":[0.99548054,0.0003653724,0.0006721822,0.000053635755,0.0000031479888,0.000040269784,0.00004103671,0.0000052595456,0.0033384413],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99914455,0.00046400607,0.000018538518,0.00009237914,0.0000936601,0.00018688435],"domain_scores_gemma":[0.99871397,0.0007567605,0.00021624309,0.00004649875,0.00010506172,0.00016155967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008059911,0.00039676714,0.00029278494,0.0032044519,0.0072614853,0.005463175,0.0010450681,0.0007140083,0.0052533117],"category_scores_gemma":[0.0024874595,0.00033544877,0.00032302816,0.0045735366,0.004815343,0.003515744,0.003674062,0.00086515717,0.0002526423],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013524559,0.00019789641,0.06932091,0.00050019595,0.00008920138,0.012447164,0.79534405,0.002744554,0.0017475853,0.078008935,0.00391928,0.03554499],"study_design_scores_gemma":[0.0000142343115,0.00003329978,0.06983798,0.00027932986,0.000031478,0.0004054777,0.8778264,0.0021094086,0.00030051978,0.004672667,0.04445159,0.00003760976],"about_ca_topic_score_codex":0.2776014,"about_ca_topic_score_gemma":0.4485975,"teacher_disagreement_score":0.2776014,"about_ca_system_score_codex":0.011053407,"about_ca_system_score_gemma":0.0042037205,"threshold_uncertainty_score":0.55197114},"labels":[],"label_agreement":null},{"id":"W1583579902","doi":"10.15353/joci.v8i1.3071","title":"Empowering Chronically Ill Patients and Caregivers using Remote Monitoring Technology","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology","score_opus":0.04284782094521256,"score_gpt":0.30456081301666504,"score_spread":0.2617129920714525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1583579902","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8145995,0.0053446223,0.0057882085,0.055965893,0.0041186684,0.0006318472,0.0005085782,0.00025912613,0.11278363],"genre_scores_gemma":[0.967777,0.0046574096,0.0022388904,0.01187174,0.00072140334,0.0005474563,0.00017739201,0.000021856398,0.011986877],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99924326,0.00035654925,0.00006874361,0.000050577877,0.00010292678,0.0001779401],"domain_scores_gemma":[0.9962604,0.0010878408,0.0006010413,0.00027059577,0.0004479263,0.0013321349],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017507126,0.00023690639,0.00027471725,0.0002011192,0.0016811434,0.00088434375,0.00036004063,0.0009432475,0.026352564],"category_scores_gemma":[0.00994388,0.00013561398,0.00025504603,0.00017676874,0.00046665565,0.0011828301,0.0020525458,0.0007521499,0.0029045579],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028618367,0.0018732906,0.15087953,0.0011747084,0.000050707265,0.0032479495,0.0088522425,0.00037357636,0.00682708,0.00160918,0.13454407,0.6877058],"study_design_scores_gemma":[0.0014003447,0.011074601,0.34221,0.007925466,0.00023647612,0.011112534,0.07403273,0.0029478704,0.005870841,0.010183436,0.53280485,0.00020101725],"about_ca_topic_score_codex":0.0014577147,"about_ca_topic_score_gemma":0.0044985292,"teacher_disagreement_score":0.026352564,"about_ca_system_score_codex":0.00032981168,"about_ca_system_score_gemma":0.0018634018,"threshold_uncertainty_score":0.08815807},"labels":[],"label_agreement":null},{"id":"W1583951495","doi":"10.15353/joci.v10i2.2658","title":"Building Broadband Infrastructure from the Grassroots: the Case of Home LANs in Belarus","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Grassroots; The Internet; Business; Internet access; Digital divide; Broadband; Variety (cybernetics); Telecommunications; Resource (disambiguation); Engineering; Computer science; Political science; Politics; World Wide Web","score_opus":0.011277578734796316,"score_gpt":0.2411830556726933,"score_spread":0.22990547693789698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1583951495","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9265273,0.00039583488,0.0020368518,0.0042151054,0.00003201827,0.000057439636,0.000023891642,0.000034648343,0.06667686],"genre_scores_gemma":[0.99579704,0.0001416224,0.00035685013,0.00019243368,0.0000065973527,0.00001258783,0.000007419669,0.0000065734566,0.0034787299],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99738616,0.000977877,0.000027769562,0.00012881236,0.00018682911,0.0012925074],"domain_scores_gemma":[0.9988943,0.00038911722,0.00013022718,0.0000546237,0.00009762313,0.0004341548],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015034018,0.00026972822,0.00024648136,0.0010259349,0.019013429,0.0046813115,0.0010938174,0.0018406557,0.0042843595],"category_scores_gemma":[0.0018300749,0.00038367655,0.00029741722,0.0008812644,0.014797715,0.003815565,0.006303701,0.0021986219,0.0003951947],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001094428,0.0003891704,0.03021189,0.00022384801,0.00003484248,0.034322117,0.49682802,0.0047094002,0.0024906797,0.39709637,0.0073392387,0.026244927],"study_design_scores_gemma":[0.000049606475,0.00030630804,0.022843322,0.00036867635,0.000053339736,0.0029143419,0.79165924,0.0026977675,0.0008842572,0.018292205,0.15987077,0.000060158854],"about_ca_topic_score_codex":0.10889116,"about_ca_topic_score_gemma":0.19354661,"teacher_disagreement_score":0.10889116,"about_ca_system_score_codex":0.013711476,"about_ca_system_score_gemma":0.0072417366,"threshold_uncertainty_score":0.2165147},"labels":[],"label_agreement":null},{"id":"W1584407683","doi":"10.15353/joci.v9i3.3150","title":"The Emergence and Development of a Regional Living Lab: The Case of San Luis, Argentina","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Scope (computer science); Government (linguistics); Digital inclusion; Information and Communications Technology; Digital government; Inclusion (mineral); Living lab; Political science; Field (mathematics); Public relations; Field research; Library science; Regional science; Sociology; Economic growth; Social science; Digital transformation; Computer science; The Internet; World Wide Web","score_opus":0.046320253147506055,"score_gpt":0.25582964964102056,"score_spread":0.20950939649351452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1584407683","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93332446,0.00036824134,0.0013771899,0.0025784168,0.00003716815,0.000091260416,0.000064808744,0.00002883489,0.062129594],"genre_scores_gemma":[0.9930421,0.00017051185,0.0007125563,0.00010074975,0.000009516674,0.000034112905,0.000037307036,0.000008224458,0.0058850013],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99790347,0.0012746464,0.000035201596,0.00017496337,0.00012766445,0.00048409446],"domain_scores_gemma":[0.99871504,0.00038820202,0.000120208184,0.00008843854,0.00020143141,0.00048658368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015767809,0.00020167723,0.00021866904,0.00052040984,0.006559891,0.0032222283,0.0011929168,0.000805281,0.004169593],"category_scores_gemma":[0.0023902059,0.00021541351,0.00022250014,0.0008387787,0.0054327995,0.0013485574,0.0034627898,0.00094708736,0.00025375423],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005815865,0.0014378311,0.16987762,0.00059590733,0.000060711398,0.031129552,0.37566262,0.005035125,0.007005689,0.26800174,0.010516212,0.13009547],"study_design_scores_gemma":[0.00014603969,0.00063680264,0.15617582,0.000415276,0.000054009502,0.0030529283,0.5418306,0.007364184,0.0017178176,0.014634796,0.2738848,0.00008698385],"about_ca_topic_score_codex":0.103960864,"about_ca_topic_score_gemma":0.17547446,"teacher_disagreement_score":0.103960864,"about_ca_system_score_codex":0.009773542,"about_ca_system_score_gemma":0.006190742,"threshold_uncertainty_score":0.20671153},"labels":[],"label_agreement":null},{"id":"W1585963757","doi":"10.15353/joci.v8i1.3065","title":"A Case Study: Growing Community Partnerships with a Service-Learning Intergenerational Computing Course","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Perspective (graphical); Service-learning; Service (business); Medical education; Psychology; Class (philosophy); Field (mathematics); Aging in place; Work (physics); Gerontology; Pedagogy; Public relations; Sociology; Medicine; Computer science; Political science; Engineering; Marketing; Business; Social science","score_opus":0.09859308193392395,"score_gpt":0.3439090096820047,"score_spread":0.24531592774808075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1585963757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9679366,0.0005651329,0.0037733542,0.008651061,0.00027354507,0.00074431323,0.00009330728,0.00007318397,0.017889451],"genre_scores_gemma":[0.98208666,0.0008770622,0.005029287,0.0017371513,0.00011829831,0.00043657547,0.00007174622,0.000043801156,0.00959947],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9932547,0.0041905586,0.0001357095,0.00040454676,0.00067222386,0.0013422664],"domain_scores_gemma":[0.9880485,0.0029548947,0.0006983491,0.00052532007,0.0009972847,0.0067756646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0049480093,0.00092059426,0.00062098936,0.001742223,0.025599103,0.0039300015,0.0029052082,0.0047074114,0.0049176128],"category_scores_gemma":[0.010798892,0.00066885754,0.00067620847,0.0016865854,0.0042538457,0.0037745708,0.006880317,0.0057492484,0.0008839016],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032088975,0.012413073,0.05025613,0.0006390724,0.0000688345,0.0809563,0.72206306,0.00075155956,0.0021666652,0.015509252,0.016948458,0.09790674],"study_design_scores_gemma":[0.00010808409,0.0018303227,0.012188469,0.0003190855,0.000037316117,0.022239553,0.89020914,0.0012183302,0.0013824884,0.0030025665,0.06737645,0.00008819051],"about_ca_topic_score_codex":0.013951775,"about_ca_topic_score_gemma":0.03823551,"teacher_disagreement_score":0.025599103,"about_ca_system_score_codex":0.0038170007,"about_ca_system_score_gemma":0.006019757,"threshold_uncertainty_score":0.027741134},"labels":[],"label_agreement":null},{"id":"W1585969407","doi":"10.15353/joci.v10i2.2719","title":"Understanding Broadband Infrastructure Development in Remote and Rural Communities – a Staged and Reflexive Approach","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Broadband; Reflexivity; Broadband networks; Telecommunications; Business; Norwegian; Rural area; Environmental planning; Computer science; Political science; Geography; Sociology","score_opus":0.07047676186843556,"score_gpt":0.2584310957345763,"score_spread":0.18795433386614074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1585969407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3769052,0.004628304,0.21459201,0.025752334,0.00022087182,0.00094428554,0.00014456312,0.00013717338,0.3766752],"genre_scores_gemma":[0.9708212,0.0008765273,0.0224775,0.00030757618,0.000013331671,0.00015685054,0.0000214509,0.000020289286,0.0053052795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9941697,0.004464544,0.00012525961,0.00036953486,0.0003616172,0.0005094035],"domain_scores_gemma":[0.9945655,0.0035448151,0.00059861044,0.00034392244,0.00046804346,0.00047906765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008747839,0.00051994575,0.0003656803,0.0018677668,0.0038610594,0.007426228,0.0020635435,0.0025206509,0.0042105867],"category_scores_gemma":[0.0059721945,0.0005076392,0.0006321833,0.0010709852,0.021389939,0.010622155,0.0067573446,0.0019397921,0.00029796016],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027019752,0.00011364594,0.004310234,0.0003937495,0.000021907612,0.0014843527,0.3227953,0.0040519815,0.0015351438,0.6397617,0.0010075431,0.024497533],"study_design_scores_gemma":[0.000021218695,0.00011748429,0.0039669294,0.00073719537,0.000026013462,0.0004979912,0.44276506,0.00563454,0.00064524484,0.4763811,0.06915851,0.000048792877],"about_ca_topic_score_codex":0.012530274,"about_ca_topic_score_gemma":0.017977579,"teacher_disagreement_score":0.012530274,"about_ca_system_score_codex":0.0076981015,"about_ca_system_score_gemma":0.0075416355,"threshold_uncertainty_score":0.055853903},"labels":[],"label_agreement":null},{"id":"W1587669616","doi":"10.15353/joci.v1i3.2033","title":"ICTs and Community and Suggestions for Further Research in Scotland","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; ICTS; Sustainability; Empirical research; Work (physics); Informatics; Knowledge management; Relation (database); Public relations; Sociology; Political science; Engineering; Computer science","score_opus":0.17813900876607147,"score_gpt":0.44540958790601454,"score_spread":0.26727057913994307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1587669616","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18025862,0.15706776,0.0024244406,0.57557005,0.0050636055,0.00020467919,0.00015695917,0.00012657135,0.07912725],"genre_scores_gemma":[0.8831071,0.08590776,0.0019432356,0.016422596,0.0013652025,0.00013503208,0.000110628556,0.000027122744,0.010981277],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99234617,0.0036938807,0.00027559488,0.00025322466,0.0008580679,0.0025730033],"domain_scores_gemma":[0.9890983,0.0048359274,0.00096488325,0.00034893604,0.0017168764,0.0030350413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008471009,0.0004280381,0.00089869555,0.0051906607,0.008697218,0.01143879,0.0016889095,0.0037405377,0.009352491],"category_scores_gemma":[0.012985181,0.00040332926,0.00086645107,0.007987227,0.012988928,0.0141558945,0.009795973,0.0027062949,0.00034773676],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023210247,0.00031241382,0.013400188,0.0023450642,0.000053467484,0.004663946,0.10721872,0.0007026908,0.0004868135,0.5241304,0.044641796,0.3018123],"study_design_scores_gemma":[0.00013857984,0.00038321092,0.027143873,0.0032808587,0.00005844946,0.001098521,0.42237768,0.00061676826,0.00028164947,0.092514716,0.4519508,0.00015496793],"about_ca_topic_score_codex":0.23990276,"about_ca_topic_score_gemma":0.24122186,"teacher_disagreement_score":0.23990276,"about_ca_system_score_codex":0.021082444,"about_ca_system_score_gemma":0.030574024,"threshold_uncertainty_score":0.47701275},"labels":[],"label_agreement":null},{"id":"W1588690299","doi":"10.15353/joci.v3i4.2352","title":"Some Thoughts on ICT in a Developing World Context","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Context (archaeology); Developing country; Computer science; Geography; World Wide Web; Economic growth; Economics","score_opus":0.08017771856052605,"score_gpt":0.28512747209278155,"score_spread":0.2049497535322555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588690299","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0084455665,0.13151729,0.006271608,0.6087882,0.02474734,0.00010997035,0.0003468297,0.00008926129,0.21968393],"genre_scores_gemma":[0.38117576,0.2040304,0.0122732,0.2524775,0.04119567,0.00031025693,0.00043324634,0.000180367,0.107923515],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986644,0.00072781864,0.000059756956,0.000112463946,0.00020394714,0.0002316061],"domain_scores_gemma":[0.9975694,0.001047989,0.00015786961,0.00008305121,0.0006700771,0.00047157146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019901963,0.0012292162,0.00057365274,0.0021749642,0.0055328477,0.008431303,0.0016459218,0.005543975,0.010980633],"category_scores_gemma":[0.004121247,0.00042443024,0.0007881855,0.00252298,0.013906348,0.0134557625,0.0028675701,0.009441809,0.0017338324],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011173725,0.00012464216,0.0012849153,0.0017525149,0.000039600374,0.0030412045,0.02666242,0.00072659913,0.000812714,0.68854177,0.24060692,0.036294952],"study_design_scores_gemma":[0.00002867983,0.000054989883,0.0012106696,0.0012575198,0.000031006504,0.00069024914,0.042368464,0.00020659996,0.0002523422,0.25323632,0.70060015,0.00006303443],"about_ca_topic_score_codex":0.01352394,"about_ca_topic_score_gemma":0.019505253,"teacher_disagreement_score":0.01352394,"about_ca_system_score_codex":0.0046544317,"about_ca_system_score_gemma":0.0025078896,"threshold_uncertainty_score":0.036733866},"labels":[],"label_agreement":null},{"id":"W1588722511","doi":"10.15353/joci.v11i2.2832","title":"Community informatics as innovation in sociotechnical infrastructures","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociotechnical system; Informatics; Knowledge management; Engineering informatics; Affordance; Analytics; Reputation; Information technology; Computer science; Data science; Business; Engineering; Health informatics; Sociology; Political science","score_opus":0.04231170926783378,"score_gpt":0.32549509767156365,"score_spread":0.28318338840372986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588722511","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07782709,0.0044155987,0.7231158,0.020394048,0.0005332988,0.00050586334,0.00016081193,0.00060248206,0.17244506],"genre_scores_gemma":[0.9080596,0.0016040176,0.07614503,0.0005068571,0.00037638715,0.0005337053,0.00007215508,0.00007050942,0.012631763],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99636465,0.0016532021,0.00012682324,0.00060334697,0.00085100083,0.0004008879],"domain_scores_gemma":[0.99182713,0.0043183514,0.0010917892,0.0011652146,0.0006716752,0.0009258599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043131355,0.0006088736,0.000545279,0.0032308458,0.0030651095,0.009481499,0.0014381806,0.003126315,0.0049327305],"category_scores_gemma":[0.008759554,0.00044235468,0.0007725474,0.0029249834,0.01884978,0.01618953,0.007330644,0.002841865,0.0005082486],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000017145026,0.0000067221645,0.00013142439,0.000018972249,0.0000026173477,0.000025113755,0.0003832279,0.0013424414,0.000081539074,0.99605453,0.0002485816,0.0017030091],"study_design_scores_gemma":[0.000007223734,0.000013805072,0.0001643995,0.000034447523,0.000003196126,0.0000507076,0.00051094725,0.009109819,0.00013849426,0.97674197,0.013213905,0.000010994226],"about_ca_topic_score_codex":0.0016268054,"about_ca_topic_score_gemma":0.0010280879,"teacher_disagreement_score":0.009481499,"about_ca_system_score_codex":0.0046839095,"about_ca_system_score_gemma":0.0029217573,"threshold_uncertainty_score":0.033984303},"labels":[],"label_agreement":null},{"id":"W1588782853","doi":"10.15353/joci.v7i3.2587","title":"Visions, Participation and Engagement in New Community Information Infrastructures","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vision; Variety (cybernetics); Participatory action research; Citizen journalism; Public relations; State (computer science); Diversity (politics); Knowledge management; Community engagement; Action (physics); Sociology; Political science; Business; Computer science","score_opus":0.08338914830528703,"score_gpt":0.2979121091838949,"score_spread":0.21452296087860784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588782853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6905527,0.0009937951,0.030190015,0.040715612,0.00021091184,0.00042975327,0.00006148547,0.00013882949,0.23670687],"genre_scores_gemma":[0.99450773,0.00015066176,0.0027766917,0.00022261035,0.000017184933,0.000083575906,0.00002622937,0.000015029402,0.0022003427],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97868925,0.014651832,0.00046337524,0.0014735046,0.0024488843,0.0022731528],"domain_scores_gemma":[0.9881897,0.0037050608,0.0013272634,0.0008531368,0.0013549181,0.0045698322],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022392765,0.00044395507,0.0002965887,0.003266069,0.013902281,0.01593614,0.0020052285,0.0038821355,0.0036763563],"category_scores_gemma":[0.022197198,0.00061545754,0.00045032526,0.0018036264,0.023436375,0.016872924,0.01881061,0.0043014297,0.00039057538],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009474617,0.0002974434,0.012258175,0.00016630374,0.000025231826,0.00075157895,0.50163984,0.0015860379,0.0011483277,0.43947816,0.0047016535,0.03785247],"study_design_scores_gemma":[0.000056397024,0.00015710799,0.0069485735,0.00022506464,0.00002025572,0.00044638553,0.60200137,0.004250623,0.00059720734,0.27512053,0.11008946,0.00008702107],"about_ca_topic_score_codex":0.006084837,"about_ca_topic_score_gemma":0.0063605285,"teacher_disagreement_score":0.022392765,"about_ca_system_score_codex":0.0062053227,"about_ca_system_score_gemma":0.008276293,"threshold_uncertainty_score":0.11842567},"labels":[],"label_agreement":null},{"id":"W1589813011","doi":"10.15353/joci.v3i3.2361","title":"Sistemas comunitarios de satisfacción a necesidades de conectividad en la sociedad de la información: el caso de Argentina","year":2007,"lang":"es","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Cartography; Philosophy","score_opus":0.01851039968059331,"score_gpt":0.29251649677655595,"score_spread":0.27400609709596263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1589813011","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7257722,0.002377418,0.006768428,0.008925557,0.00014091695,0.00020031488,0.00081362843,0.00021596214,0.25478554],"genre_scores_gemma":[0.9815648,0.00089428574,0.0020139217,0.0001458168,0.0000468421,0.00008203164,0.00033616537,0.00004513662,0.014871043],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9936008,0.0018914379,0.00043026704,0.00088294025,0.0019757168,0.0012187539],"domain_scores_gemma":[0.9885693,0.002935422,0.00343778,0.0007719287,0.0026972343,0.0015882435],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043446915,0.00048612445,0.00059194723,0.0033681921,0.0058037154,0.0093035055,0.0010780847,0.0013377488,0.014390936],"category_scores_gemma":[0.0132384235,0.00043837057,0.00042542568,0.0064275423,0.0037430655,0.0037753114,0.0034292422,0.0012322236,0.0012163502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037889864,0.00037893676,0.429909,0.000695498,0.00016147195,0.002786595,0.09942691,0.0032595284,0.0024640833,0.30873042,0.025461001,0.12634765],"study_design_scores_gemma":[0.00010504114,0.00024779403,0.6312885,0.0005005162,0.00018381102,0.00083411526,0.079357795,0.012696971,0.00078146503,0.03179271,0.2421043,0.00010700293],"about_ca_topic_score_codex":0.21614383,"about_ca_topic_score_gemma":0.18492149,"teacher_disagreement_score":0.21614383,"about_ca_system_score_codex":0.011871488,"about_ca_system_score_gemma":0.011117578,"threshold_uncertainty_score":0.42977148},"labels":[],"label_agreement":null},{"id":"W1589912152","doi":"10.15353/joci.v10i3.3436","title":"Community Informatics in Cities: New Catalysts for Urban Change","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Urban community; Geography; Regional science; Political science; Data science; Sociology; Computer science; Socioeconomics","score_opus":0.08299093750856396,"score_gpt":0.3214452942165756,"score_spread":0.23845435670801163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1589912152","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006780332,0.005869629,0.00010731077,0.12277286,0.8691221,0.0000093299695,0.000022853903,0.000017649774,0.002010528],"genre_scores_gemma":[0.0016922542,0.0058021373,0.00013031237,0.046738777,0.93934107,0.00001710618,0.000021392045,0.00003458695,0.0062223864],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99524826,0.0010467382,0.00042248113,0.00063788,0.002153187,0.0004915794],"domain_scores_gemma":[0.97318214,0.013934593,0.0010978493,0.0008940599,0.0077283178,0.0031630711],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006495173,0.0019854116,0.0015710546,0.003399346,0.0047705225,0.014290468,0.0030084278,0.020514533,0.011106406],"category_scores_gemma":[0.021359159,0.00079851074,0.0018390968,0.0016572311,0.005610167,0.007281167,0.003757446,0.02196622,0.0038346485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000099814715,0.00000980827,0.00004081385,0.0001305565,0.000007800254,0.00004050612,0.000038044647,0.000011227674,0.00002427489,0.0017190591,0.99382424,0.0041437782],"study_design_scores_gemma":[0.000016447459,0.000011141918,0.0003290245,0.000374034,0.000027079728,0.00008212006,0.00023220565,0.00008300981,0.00006618214,0.002737799,0.9960277,0.000013240492],"about_ca_topic_score_codex":0.0025310162,"about_ca_topic_score_gemma":0.006985983,"teacher_disagreement_score":0.020514533,"about_ca_system_score_codex":0.0033067695,"about_ca_system_score_gemma":0.0041860943,"threshold_uncertainty_score":0.037154615},"labels":[],"label_agreement":null},{"id":"W1590217962","doi":"10.15353/joci.v3i2.2374","title":"The concept of community and the character of networks","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociotechnical system; Assemblage (archaeology); Conflation; Situated; Character (mathematics); Epistemology; Ontology; sort; Community network; Set (abstract data type); Computer science; Sociology; Perspective (graphical); Data science; Knowledge management; Artificial intelligence; Geography","score_opus":0.03547927488918702,"score_gpt":0.3422614832531492,"score_spread":0.3067822083639622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1590217962","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.081438795,0.010266636,0.37477162,0.0473073,0.000873922,0.0004351294,0.00031053377,0.00029694167,0.48429906],"genre_scores_gemma":[0.92652714,0.0033689816,0.05382361,0.001357906,0.00030769253,0.00063214207,0.00013695532,0.00009258653,0.01375303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9824368,0.012386322,0.0005209197,0.0016058591,0.0021799363,0.00087017106],"domain_scores_gemma":[0.98465097,0.009809473,0.0015668541,0.0013620395,0.00116263,0.0014479103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0077720713,0.00051230745,0.0005068081,0.005294467,0.008101555,0.010732232,0.0016848401,0.0034174414,0.0045093605],"category_scores_gemma":[0.014901373,0.00041068488,0.0005623086,0.004458085,0.04400145,0.024903296,0.009277076,0.002344041,0.00039929437],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040928708,0.0000030845915,0.00027603153,0.000034512017,0.000002139154,0.000050827348,0.0032282637,0.00027786795,0.00004131446,0.9916536,0.00077435514,0.00365397],"study_design_scores_gemma":[0.000010346678,0.000019021416,0.0004495487,0.00022199524,0.00000814882,0.00033652343,0.009918792,0.0026409694,0.00015179934,0.8738529,0.11237094,0.000019042054],"about_ca_topic_score_codex":0.0055202264,"about_ca_topic_score_gemma":0.004745812,"teacher_disagreement_score":0.010732232,"about_ca_system_score_codex":0.006666749,"about_ca_system_score_gemma":0.003903577,"threshold_uncertainty_score":0.048370898},"labels":[],"label_agreement":null},{"id":"W1590626192","doi":"10.15353/joci.v9i4.3142","title":"Impact of Mobile Phones on Integration: Case of Refugees in South Africa","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Society and Technology Trends","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Refugee; Mobile phone; Thematic analysis; Social integration; Politics; Qualitative research; Political science; Phone; Process (computing); Economic growth; Public relations; Sociology; Computer science; Social science; Economics; Telecommunications","score_opus":0.03394033003441915,"score_gpt":0.3412902072322128,"score_spread":0.30734987719779366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1590626192","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928671,0.00042095533,0.00022711349,0.002108397,0.000032132324,0.00006242947,0.000020387884,0.0000032058572,0.004258362],"genre_scores_gemma":[0.99572635,0.001046153,0.00029753466,0.0005107456,0.000018464616,0.00005554432,0.000010588088,0.0000056470444,0.0023288943],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970521,0.001690792,0.000079177466,0.000121960205,0.00018797358,0.0008680577],"domain_scores_gemma":[0.9973585,0.0015073771,0.00029850367,0.0000746994,0.00015560185,0.000605208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026037723,0.0006534057,0.00065729144,0.0011925522,0.01432321,0.0039176843,0.0010300394,0.0029865226,0.00515907],"category_scores_gemma":[0.0049817474,0.0005535344,0.0004355714,0.0012415224,0.006636047,0.002359517,0.0068765474,0.002787237,0.0003729917],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008069358,0.00016603213,0.009186333,0.0002855112,0.000009516387,0.031484913,0.94859844,0.00007399318,0.0012510015,0.0020942022,0.000497684,0.006271655],"study_design_scores_gemma":[0.000004676473,0.00006504734,0.0022723703,0.00010370939,0.000006083782,0.0022146024,0.9913686,0.00003196591,0.00017119152,0.00014663958,0.0036075776,0.0000075286634],"about_ca_topic_score_codex":0.010779685,"about_ca_topic_score_gemma":0.021732263,"teacher_disagreement_score":0.01432321,"about_ca_system_score_codex":0.0026360482,"about_ca_system_score_gemma":0.0032634544,"threshold_uncertainty_score":0.02143389},"labels":[],"label_agreement":null},{"id":"W1592536978","doi":"10.15353/joci.v9i3.3161","title":"Museums as Living Labs Challenge, Fad or Opportunity?","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Living lab; Work (physics); Public relations; Information and Communications Technology; Process (computing); Cultural heritage; Sociology; Computer science; World Wide Web; Political science; Engineering","score_opus":0.06799650956936996,"score_gpt":0.2702804736068221,"score_spread":0.20228396403745214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1592536978","genre_codex":"empirical","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5180489,0.017542468,0.008056626,0.07348551,0.00243707,0.0003498509,0.00023718941,0.00032677912,0.37951556],"genre_scores_gemma":[0.97447735,0.0022414876,0.0019484023,0.0021136005,0.0002092292,0.00011895606,0.00005070426,0.00006191106,0.018778402],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9869004,0.007880067,0.00024119581,0.001053818,0.0013144196,0.0026100772],"domain_scores_gemma":[0.99486095,0.0017400465,0.00071364595,0.00055221916,0.00033163893,0.001801521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007810973,0.0009132656,0.0006380234,0.0024333561,0.02652662,0.02908955,0.0035086565,0.006480436,0.016597738],"category_scores_gemma":[0.007966523,0.0006522118,0.0012897624,0.0024485444,0.035133895,0.027633712,0.0300812,0.00540346,0.0016554183],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009960833,0.00017386455,0.0069605038,0.0005525103,0.000036424946,0.005777255,0.5409743,0.00027417947,0.00044034718,0.38579908,0.020577786,0.038334075],"study_design_scores_gemma":[0.000023764274,0.000084596664,0.002232379,0.0006228696,0.000022897095,0.002016794,0.64935315,0.00019305089,0.00021885693,0.01657012,0.3286062,0.00005527552],"about_ca_topic_score_codex":0.008150303,"about_ca_topic_score_gemma":0.017263452,"teacher_disagreement_score":0.02908955,"about_ca_system_score_codex":0.009934476,"about_ca_system_score_gemma":0.0075168996,"threshold_uncertainty_score":0.07207996},"labels":[],"label_agreement":null},{"id":"W1593229376","doi":"10.15353/joci.v10i1.2751","title":"From Pebble to Avalanche: How Information and Communications Technologies Empowered Underprivileged Actors Through Ages","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Empowerment; Public relations; Literacy; Political science; State (computer science); Social media; Sociology; Economic growth; Economics; Computer science","score_opus":0.05263302269872138,"score_gpt":0.33965271585265394,"score_spread":0.28701969315393255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1593229376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50441307,0.011146029,0.0074351947,0.08174743,0.0005790949,0.00009058132,0.00015144798,0.0001161717,0.39432094],"genre_scores_gemma":[0.97354794,0.003775182,0.00090521754,0.0030281532,0.0000983759,0.000029638002,0.000031295727,0.0000671695,0.01851705],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970065,0.0019584934,0.000057414225,0.0002537439,0.00023167564,0.0004922234],"domain_scores_gemma":[0.99704117,0.0018713168,0.00025588664,0.00020837908,0.0002161955,0.0004069725],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037444064,0.000366992,0.00036500688,0.0021686605,0.009458066,0.012541885,0.0007931182,0.002723928,0.009590356],"category_scores_gemma":[0.0075184614,0.0002782362,0.00030535008,0.0014066449,0.026590005,0.01802253,0.010784816,0.0038049314,0.0013705622],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053376734,0.0000658047,0.005418913,0.0001267403,0.000008880018,0.000953946,0.5969321,0.000102470476,0.00038594732,0.35159612,0.006480319,0.037875395],"study_design_scores_gemma":[0.000016098173,0.00009792753,0.004672367,0.0008122784,0.000019852785,0.0009989255,0.43970636,0.00035018864,0.0007076522,0.13895293,0.41362053,0.000044829743],"about_ca_topic_score_codex":0.005671935,"about_ca_topic_score_gemma":0.01026026,"teacher_disagreement_score":0.012541885,"about_ca_system_score_codex":0.0033241685,"about_ca_system_score_gemma":0.0026317704,"threshold_uncertainty_score":0.032082915},"labels":[],"label_agreement":null},{"id":"W1593231985","doi":"10.15353/joci.v3i4.2356","title":"Technology Mediated Learning: Building Capacity in Rural Communities","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Learning community; The Internet; Rural community; Informal learning; Public relations; Social contact; Business; Value (mathematics); Social learning; Capacity building; Professional learning community; Knowledge management; Internet privacy; Professional development; Psychology; Computer science; World Wide Web; Sociology; Pedagogy; Economic growth; Political science; Socioeconomics; Social psychology","score_opus":0.06308968945656937,"score_gpt":0.24573582697050184,"score_spread":0.18264613751393247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1593231985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8652937,0.00054263265,0.0022517233,0.0035729748,0.000036641417,0.00029427008,0.000067429624,0.00010162003,0.12783903],"genre_scores_gemma":[0.9935741,0.0001749011,0.00080216164,0.00004346692,0.000004132231,0.000037519745,0.000016206845,0.000005544733,0.0053420635],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989255,0.00040835343,0.00001432054,0.00008156568,0.00011431849,0.00045591712],"domain_scores_gemma":[0.9969825,0.00048279608,0.0001498247,0.000110907255,0.00030903914,0.0019648566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012698149,0.00018862203,0.0001393909,0.0010726097,0.0074633732,0.004224629,0.001576311,0.000790628,0.009333453],"category_scores_gemma":[0.0038453266,0.00016129493,0.00014859145,0.00077598274,0.0048935283,0.0019701256,0.006217025,0.00052775553,0.0005690218],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043627273,0.0023586166,0.09076664,0.0006944915,0.000063350395,0.0035565156,0.27309442,0.003929223,0.006592119,0.11687167,0.023156758,0.47848],"study_design_scores_gemma":[0.00019885716,0.0009368061,0.13375108,0.00065670756,0.00006603211,0.00085814623,0.47887394,0.0058325096,0.0022110986,0.060061436,0.31645533,0.00009806662],"about_ca_topic_score_codex":0.26076508,"about_ca_topic_score_gemma":0.5398305,"teacher_disagreement_score":0.26076508,"about_ca_system_score_codex":0.009237118,"about_ca_system_score_gemma":0.027303388,"threshold_uncertainty_score":0.5184945},"labels":[],"label_agreement":null},{"id":"W1593442350","doi":"10.15353/joci.v4i1.2971","title":"Setting Long Distance WiFi Records: Proofing Solutions for Rural Connectivity","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Wireless Communication Networks Research","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Kilometer; Point (geometry); Range (aeronautics); Telecommunications; Antenna (radio); Computer science; Wireless; Point-to-point; Remote sensing; Geography; Electrical engineering; Engineering; Transport engineering; Aerospace engineering; Mathematics","score_opus":0.07426215925123703,"score_gpt":0.3155714281671394,"score_spread":0.24130926891590238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1593442350","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33970556,0.00075658254,0.5962351,0.0027795783,0.00071396574,0.0011760365,0.0014989667,0.021489847,0.035644427],"genre_scores_gemma":[0.77374655,0.00033349983,0.20719768,0.0005704315,0.00019721483,0.00052181014,0.00093070976,0.0007210531,0.01578104],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9988324,0.00032639786,0.000058218706,0.00016084762,0.00042315145,0.000199012],"domain_scores_gemma":[0.99745554,0.0005193108,0.00031089952,0.0009145779,0.0005396604,0.00025989534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012239616,0.0004617744,0.00031613777,0.00057576026,0.0014959581,0.0009154048,0.0015773267,0.0009126759,0.0090278955],"category_scores_gemma":[0.0054774457,0.00033029186,0.00018005341,0.00077061437,0.00055201096,0.0024600378,0.0022162127,0.0009875195,0.0025220083],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008718435,0.00056693464,0.02836592,0.0005859089,0.00006633022,0.0008413517,0.0039234757,0.0022057106,0.0858213,0.014121476,0.037664723,0.824965],"study_design_scores_gemma":[0.00088191696,0.0049556876,0.10669357,0.0005441832,0.00041945296,0.005584129,0.007754078,0.04141684,0.21074325,0.022285588,0.59826463,0.0004566983],"about_ca_topic_score_codex":0.0037678182,"about_ca_topic_score_gemma":0.0063256538,"teacher_disagreement_score":0.0090278955,"about_ca_system_score_codex":0.00039404616,"about_ca_system_score_gemma":0.0006232802,"threshold_uncertainty_score":0.030201316},"labels":[],"label_agreement":null},{"id":"W1593444998","doi":"10.15353/joci.v11i1.2852","title":"Impacts of Mobile Phone Use on Poverty Reduction for Non-Commercial Farmers in Rural North Ghana","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustenance; Mobile phone; Livelihood; Poverty; Business; Phone; Subsistence agriculture; Poverty reduction; Developing country; Agriculture; Agricultural economics; Socioeconomics; Economic growth; Geography; Economics; Engineering; Telecommunications; Political science","score_opus":0.03442296065691623,"score_gpt":0.27860832873772384,"score_spread":0.2441853680808076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1593444998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9953615,0.00015353366,0.000050284532,0.0003660558,0.000003035401,0.000030755644,0.00005479943,0.0000024833478,0.0039775325],"genre_scores_gemma":[0.9987312,0.00022509949,0.000084172105,0.000042439064,0.0000022089898,0.000025966734,0.000017099248,0.0000011456219,0.0008704966],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992932,0.00038509298,0.000016265627,0.00003536676,0.00006878003,0.00020121828],"domain_scores_gemma":[0.9989293,0.00045242955,0.000259825,0.000031146177,0.00013785761,0.0001893766],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045845253,0.00020656324,0.00019917058,0.00033280792,0.001003348,0.00061958854,0.00024799473,0.0003358872,0.00513946],"category_scores_gemma":[0.0015522216,0.00009731491,0.00015306301,0.0006663285,0.0006648707,0.0006629229,0.0010594059,0.00029262752,0.00030896926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019167836,0.0026530942,0.661031,0.0014379428,0.00017458315,0.008926323,0.072882056,0.002324911,0.022311838,0.0056901397,0.00352112,0.21713017],"study_design_scores_gemma":[0.00007570267,0.0018443748,0.86161166,0.00029033527,0.00006833233,0.0006324866,0.11778462,0.00062821666,0.0016862457,0.0015025388,0.013852555,0.00002283777],"about_ca_topic_score_codex":0.014360351,"about_ca_topic_score_gemma":0.038764063,"teacher_disagreement_score":0.014360351,"about_ca_system_score_codex":0.0011772986,"about_ca_system_score_gemma":0.0011737563,"threshold_uncertainty_score":0.028553486},"labels":[],"label_agreement":null},{"id":"W1593809228","doi":"10.15353/joci.v9i2.3174","title":"A review on mHealth research in developing countries","year":2012,"lang":"en","type":"review","venue":"The Journal of Community Informatics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Developing country; Rigour; Lagging; Livelihood; Psychological intervention; Mobile technology; Health care; Business; Economic growth; Public relations; Political science; Medicine; Engineering; Mobile computing; Geography; Telecommunications; Nursing; Economics","score_opus":0.5467069083871173,"score_gpt":0.6131140356092789,"score_spread":0.06640712722216158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1593809228","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00004592031,0.9991732,0.000040870385,0.0002855272,0.000106589374,0.000008709304,0.00001827462,0.0000017800448,0.0003190625],"genre_scores_gemma":[0.0004373837,0.99912447,0.0001285409,0.00017431601,0.000063912004,0.000013287778,0.000014586074,8.158566e-7,0.000042656262],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.99719596,0.0009535562,0.0008852722,0.00022649743,0.0006068263,0.00013188843],"domain_scores_gemma":[0.98875564,0.008869282,0.0009993288,0.00012630296,0.0010668441,0.00018263931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004033635,0.0010541581,0.0027332497,0.0080946265,0.00066275045,0.0029718974,0.0012937912,0.002097486,0.0057816305],"category_scores_gemma":[0.009517773,0.00063257717,0.0020725853,0.011316394,0.0010457822,0.0025919282,0.0012605061,0.001780093,0.0010872927],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015633587,0.00006488454,0.00047123406,0.32084665,0.00047666492,0.0003188286,0.0005295704,0.00023359066,0.0005416678,0.0034106635,0.020469487,0.6524805],"study_design_scores_gemma":[0.00003990113,0.00017457307,0.0034618964,0.31270128,0.0014779161,0.0011408613,0.00068436406,0.0000806784,0.0003567178,0.0012987177,0.6785367,0.000046436006],"about_ca_topic_score_codex":0.005416332,"about_ca_topic_score_gemma":0.007171139,"teacher_disagreement_score":0.0080946265,"about_ca_system_score_codex":0.0022278386,"about_ca_system_score_gemma":0.008484357,"threshold_uncertainty_score":0.021332204},"labels":[],"label_agreement":null},{"id":"W1594193296","doi":"10.15353/joci.v9i4.3138","title":"Southern Africa Special Edition: Editorial","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Gratitude; Scope (computer science); Library science; Pleasure; Editor in chief; Culmination; Associate editor; History; Computer science; Psychology; Management","score_opus":0.02822429936457951,"score_gpt":0.22299751804928658,"score_spread":0.19477321868470707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1594193296","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0001525886,0.0038142481,0.0000873781,0.015419483,0.9773089,0.000028744471,0.000065575994,0.00007527487,0.0030478025],"genre_scores_gemma":[0.002549146,0.007212496,0.00019707676,0.0075799664,0.9589033,0.000049973867,0.00011842725,0.00012465873,0.023264999],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99561715,0.0006398129,0.0005617918,0.0006196485,0.0021271573,0.00043451978],"domain_scores_gemma":[0.9698982,0.004290713,0.002222042,0.0013884227,0.016547237,0.0056534363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054695494,0.002304258,0.0017655233,0.0043746457,0.0027134032,0.008357315,0.0016793589,0.003969109,0.03493882],"category_scores_gemma":[0.026792549,0.00057667575,0.0012872933,0.0020472442,0.0021375825,0.0037991954,0.0017464577,0.005321912,0.016850395],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026771726,0.00001141584,0.00009872178,0.0003259191,0.000008039887,0.00021755869,0.00004985292,0.000028363085,0.00018218684,0.0003632317,0.98667777,0.012010219],"study_design_scores_gemma":[0.000008704638,0.000020123163,0.00045638718,0.00039767698,0.000008786842,0.00031448877,0.00010855855,0.000044333006,0.00013149549,0.00042795218,0.9980724,0.000009102282],"about_ca_topic_score_codex":0.001040155,"about_ca_topic_score_gemma":0.0020347813,"teacher_disagreement_score":0.03493882,"about_ca_system_score_codex":0.0024814834,"about_ca_system_score_gemma":0.00519577,"threshold_uncertainty_score":0.11688197},"labels":[],"label_agreement":null},{"id":"W1594399765","doi":"10.15353/joci.v9i4.3145","title":"Participatory development of ICT entrepreneurship in an informal settlement in South Africa","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Information and Communications Technology; Citizen journalism; Settlement (finance); Business plan; Participatory development; Business; Knowledge management; Public relations; Economic growth; Marketing; Political science; Economics; Computer science","score_opus":0.07569633134613615,"score_gpt":0.2650175353730396,"score_spread":0.18932120402690347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1594399765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785769,0.00019979572,0.006611863,0.0009465877,0.000028829949,0.002368638,0.000046161957,0.000016994574,0.011204318],"genre_scores_gemma":[0.9888758,0.00016214658,0.0069209402,0.00009582802,0.000005266642,0.0010948626,0.000022762517,0.000005929531,0.002816506],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9898996,0.00797833,0.00017293928,0.00047093412,0.0004515594,0.0010265225],"domain_scores_gemma":[0.990063,0.005565982,0.00080183503,0.00074721425,0.0007378085,0.0020841544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017281922,0.0006004657,0.00049782905,0.0015889276,0.010760614,0.0028290611,0.001241675,0.00089633313,0.003785553],"category_scores_gemma":[0.01406934,0.00048836845,0.00031597086,0.001009937,0.006711059,0.0017951201,0.010994858,0.0009960259,0.00028259878],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000721447,0.0014177636,0.019676242,0.0007748275,0.000036442463,0.0080208685,0.85372144,0.0009812525,0.0086589325,0.019775439,0.0011011064,0.085114226],"study_design_scores_gemma":[0.0004283256,0.0020790237,0.027597025,0.0008786862,0.00004084799,0.0017086172,0.87763983,0.001410393,0.0036646852,0.016452566,0.068029046,0.0000709179],"about_ca_topic_score_codex":0.0026424206,"about_ca_topic_score_gemma":0.0076444917,"teacher_disagreement_score":0.017281922,"about_ca_system_score_codex":0.0027041477,"about_ca_system_score_gemma":0.008202526,"threshold_uncertainty_score":0.09139663},"labels":[],"label_agreement":null},{"id":"W1594643854","doi":"10.15353/joci.v3i1.2390","title":"Code of Ethics for Community Informatics Researchers","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Informatics; Engineering ethics; Code (set theory); Ethical code; Research ethics; Sociology; Computer science; Political science; Engineering; Law; Programming language","score_opus":0.13641268745923374,"score_gpt":0.3795188201966562,"score_spread":0.2431061327374225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1594643854","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014385869,0.002570424,0.5087048,0.25064817,0.020272491,0.026784584,0.0014469519,0.0015856958,0.17360112],"genre_scores_gemma":[0.17629153,0.0028818075,0.5832426,0.071528226,0.0052792975,0.05899399,0.002612633,0.0013453269,0.09782457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.5578402,0.30934712,0.053688064,0.0071938033,0.061321907,0.010608906],"domain_scores_gemma":[0.31129462,0.33643505,0.018048618,0.09258518,0.22060806,0.021028461],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.25660035,0.0016988962,0.0030068562,0.0050161732,0.012543272,0.021045478,0.0045421836,0.016176213,0.0071455487],"category_scores_gemma":[0.4585596,0.001899324,0.0018305889,0.0053584147,0.024708942,0.010652013,0.011471392,0.030252477,0.006901024],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019145249,0.00024793507,0.0010939444,0.0005887806,0.000031145337,0.00043993187,0.04753431,0.00069897337,0.0012961101,0.6552423,0.22282527,0.06980984],"study_design_scores_gemma":[0.00012386554,0.000191762,0.00102146,0.002494489,0.000028232776,0.0008460807,0.011973313,0.0025964421,0.0010204397,0.18753028,0.7919257,0.0002479295],"about_ca_topic_score_codex":0.0053168633,"about_ca_topic_score_gemma":0.006778837,"teacher_disagreement_score":0.9838238,"about_ca_system_score_codex":0.011607642,"about_ca_system_score_gemma":0.07428929,"threshold_uncertainty_score":0.9167441},"labels":[],"label_agreement":null},{"id":"W1595155077","doi":"10.15353/joci.v10i1.2668","title":"Beyond Access: Libraries are the New Telecentres","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Digital Games and Media","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.037021477546961085,"score_gpt":0.2958975995696924,"score_spread":0.25887612202273136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1595155077","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036424328,0.00786728,0.0051108175,0.45347,0.0062587163,0.000055167722,0.0003756897,0.0007341792,0.48970383],"genre_scores_gemma":[0.54569876,0.008892096,0.0037022268,0.12660703,0.008907479,0.0001037542,0.0003276641,0.00097553094,0.30478546],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99021673,0.003961314,0.00032477704,0.0010498569,0.0022975276,0.0021499037],"domain_scores_gemma":[0.95792824,0.009246297,0.0031782845,0.0034486728,0.006632767,0.019565852],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075449483,0.0006332859,0.00063698995,0.0024925536,0.0105182715,0.041399192,0.0019237294,0.009569419,0.073615566],"category_scores_gemma":[0.025140585,0.00052903,0.0006117183,0.0049868887,0.013498842,0.056583837,0.013214314,0.00927993,0.016842451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031853621,0.00014962304,0.0075291786,0.00033300655,0.00003426374,0.00059884606,0.018458316,0.00017685877,0.00063286535,0.4122245,0.42619517,0.13334885],"study_design_scores_gemma":[0.00003288862,0.00005276368,0.0020704886,0.0002933076,0.000025196774,0.0003872026,0.016156454,0.00013437452,0.00019686858,0.061099462,0.91948086,0.000070078204],"about_ca_topic_score_codex":0.008474663,"about_ca_topic_score_gemma":0.014841072,"teacher_disagreement_score":0.073615566,"about_ca_system_score_codex":0.005671035,"about_ca_system_score_gemma":0.008990682,"threshold_uncertainty_score":0.24626863},"labels":[],"label_agreement":null},{"id":"W1595309442","doi":"10.15353/joci.v1i2.2044","title":"Online communities sustainability: some economic issues","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Panorama; Public relations; Business; Informatics; Key (lock); Knowledge management; Political science; Computer science; Ecology","score_opus":0.030850646338633395,"score_gpt":0.30842939627615323,"score_spread":0.27757874993751985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1595309442","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.105068244,0.050722133,0.1024798,0.24564397,0.0012853598,0.0002296374,0.00040348092,0.00009890121,0.49406847],"genre_scores_gemma":[0.9368549,0.019899886,0.012949974,0.0030804533,0.0017586049,0.0003192518,0.00011697256,0.00006756727,0.024952268],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99750596,0.0011359327,0.00008818006,0.00023068863,0.0007845429,0.00025467612],"domain_scores_gemma":[0.9922983,0.0051233834,0.00054983207,0.0004687468,0.001159649,0.0004001615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030406988,0.00035443128,0.0004460859,0.0026954121,0.0033338764,0.0073226537,0.0011573965,0.002809441,0.009078407],"category_scores_gemma":[0.011771174,0.00025878023,0.00051054324,0.0032677131,0.008914732,0.013588074,0.0046276706,0.0019426757,0.00064286194],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000073340407,0.000033622884,0.0006785752,0.0000993602,0.0000047981353,0.000074157564,0.00039040387,0.0006967126,0.000058138867,0.97509164,0.0026356196,0.020229686],"study_design_scores_gemma":[0.000007823307,0.000018723664,0.0010929024,0.00017916452,0.000008543622,0.0001776455,0.0018069781,0.0031224848,0.00019229669,0.93597096,0.05740867,0.000013700406],"about_ca_topic_score_codex":0.0032579666,"about_ca_topic_score_gemma":0.0028360956,"teacher_disagreement_score":0.009078407,"about_ca_system_score_codex":0.004340731,"about_ca_system_score_gemma":0.001906796,"threshold_uncertainty_score":0.03149438},"labels":[],"label_agreement":null},{"id":"W1595436471","doi":"10.15353/joci.v1i3.2035","title":"Position Paper: Turning the Corner with First Nations Telehealth","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Telehealth; Work (physics); Telemedicine; Government (linguistics); Sustainability; Position (finance); TRIPS architecture; Public relations; Health care; Political science; Business; Economic growth; Engineering","score_opus":0.11904094830317702,"score_gpt":0.3856100127235114,"score_spread":0.2665690644203344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1595436471","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016157322,0.006988072,0.0007766346,0.63757664,0.16174416,0.00020880184,0.00035187745,0.00016608456,0.19057207],"genre_scores_gemma":[0.016353235,0.009264727,0.001495458,0.14408378,0.021137085,0.0001299681,0.0003881428,0.00018186848,0.8069658],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99761593,0.00040686905,0.00007841331,0.00025943512,0.0010843863,0.0005550426],"domain_scores_gemma":[0.9947679,0.000750418,0.000119570366,0.00010926157,0.0013132544,0.0029396585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030376315,0.00062671927,0.00027290708,0.00047500478,0.004407834,0.008623396,0.0011430276,0.010766935,0.07699191],"category_scores_gemma":[0.0058952705,0.00021886012,0.00042437922,0.00057881867,0.0012983684,0.0037197112,0.0023035873,0.0071775345,0.01830503],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011106268,0.00001831614,0.00014742541,0.00003873136,0.0000010992816,0.00008294182,0.00018093057,0.000013406124,0.00011369088,0.0016858658,0.9872307,0.010475774],"study_design_scores_gemma":[0.000005905548,0.000021283453,0.00031503523,0.00008354492,0.0000017686643,0.000048487524,0.0007053703,0.000029861301,0.0001287897,0.00037544375,0.9982784,0.0000062169534],"about_ca_topic_score_codex":0.023361662,"about_ca_topic_score_gemma":0.057823334,"teacher_disagreement_score":0.07699191,"about_ca_system_score_codex":0.0034463266,"about_ca_system_score_gemma":0.011425139,"threshold_uncertainty_score":0.2575636},"labels":[],"label_agreement":null},{"id":"W1595966543","doi":"10.15353/joci.v9i2.3178","title":"W(h)ither Community: Locating participatory approaches to ICT-enabled health and development","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mainstream; Citizen journalism; Information and Communications Technology; Participatory development; Community development; Public relations; Literacy; Face (sociological concept); Key (lock); Sociology; Political science; Knowledge management; Economic growth; Pedagogy; Computer science; Social science","score_opus":0.28354133375420704,"score_gpt":0.3006222610868186,"score_spread":0.017080927332611573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1595966543","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28972462,0.00735525,0.27762723,0.07755004,0.0014478948,0.0021789593,0.00022937694,0.00054812996,0.34333846],"genre_scores_gemma":[0.9076103,0.0020239963,0.05824309,0.0016132813,0.0000834226,0.00075077475,0.000050859562,0.00007730583,0.029547064],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.98718053,0.011084273,0.00014790443,0.00036384474,0.00061049435,0.0006129393],"domain_scores_gemma":[0.9896792,0.0077191847,0.0004988431,0.00062483485,0.00056417374,0.00091376016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015560847,0.00026568814,0.00025307576,0.0020674437,0.008876631,0.007341339,0.001200013,0.0023439997,0.008954561],"category_scores_gemma":[0.0136398515,0.0002336873,0.0002418825,0.0022746031,0.010646788,0.0067811874,0.011300667,0.0014643896,0.0007656647],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000069460904,0.0001454669,0.003895633,0.00052727666,0.000024435238,0.0011269033,0.56665593,0.0006103126,0.001743562,0.2110409,0.014829095,0.19933105],"study_design_scores_gemma":[0.00003215068,0.00014867459,0.002596557,0.0009459777,0.00001645818,0.0005328742,0.54967815,0.0019921924,0.0012377586,0.0945688,0.34820572,0.000044703684],"about_ca_topic_score_codex":0.006384451,"about_ca_topic_score_gemma":0.013237519,"teacher_disagreement_score":0.015560847,"about_ca_system_score_codex":0.0029275573,"about_ca_system_score_gemma":0.008957088,"threshold_uncertainty_score":0.08229464},"labels":[],"label_agreement":null},{"id":"W1596203412","doi":"10.15353/joci.v11i1.2858","title":"Digital order and political disorder: thoughts about opposite effects of digital media on emerging societies","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Order (exchange); Politics; Democracy; Point (geometry); Digital media; Political science; Public relations; Resource (disambiguation); Control (management); Internet privacy; Sociology; Political economy; Law and economics; Computer science; Business; Law; World Wide Web; Mathematics; Artificial intelligence","score_opus":0.014405938143705128,"score_gpt":0.2529705468328662,"score_spread":0.23856460868916105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1596203412","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.094229095,0.0034151925,0.007599319,0.19032966,0.0010748543,0.000042043375,0.00015262161,0.000036656093,0.7031205],"genre_scores_gemma":[0.98194504,0.0017013701,0.000993968,0.006457975,0.0005727415,0.000037829774,0.000028639683,0.00003124085,0.008231209],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9969171,0.0015196856,0.000071947805,0.0003299074,0.00056435145,0.0005970087],"domain_scores_gemma":[0.9947595,0.0034025554,0.00042951026,0.0005285185,0.00035746658,0.000522536],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050384696,0.00029807922,0.00032826333,0.0031012371,0.0049135033,0.011824075,0.000923229,0.0034082055,0.009228961],"category_scores_gemma":[0.008051238,0.00016476997,0.0005132674,0.0019859276,0.05515618,0.017053684,0.006526858,0.0049157348,0.00053058186],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007986637,0.0000057422917,0.00021717125,0.000011424802,0.0000014312272,0.000029566836,0.0045278436,0.00005341164,0.000032520325,0.9929096,0.0010047314,0.0011984172],"study_design_scores_gemma":[0.000039707455,0.0000176061,0.0014027895,0.00010946487,0.000009346268,0.000106695545,0.02545574,0.00035463492,0.00027459167,0.90403026,0.068178535,0.000020676005],"about_ca_topic_score_codex":0.0031498605,"about_ca_topic_score_gemma":0.0037944284,"teacher_disagreement_score":0.011824075,"about_ca_system_score_codex":0.0043588313,"about_ca_system_score_gemma":0.0016562743,"threshold_uncertainty_score":0.031625688},"labels":[],"label_agreement":null},{"id":"W1597468459","doi":"10.15353/joci.v7i1-2.2566","title":"Evaluating ICT Adoption in Rural Brazil: A Quantitative Analysis of Telecenters as Agents of Social Change","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Entertainment; Odds; Digital literacy; ICTS; Logistic regression; Literacy; Digital divide; Business; Public relations; Economic growth; Sociology; Political science; Pedagogy","score_opus":0.2976168243759964,"score_gpt":0.47037655766924114,"score_spread":0.17275973329324473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1597468459","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99784756,0.00007938707,0.00017402683,0.000096144606,0.0000015686593,0.0000512494,0.00009383864,0.0000025542527,0.001653653],"genre_scores_gemma":[0.9992544,0.00010175974,0.00023644778,0.00003265322,0.0000022688662,0.000051308052,0.000051175623,0.0000023740376,0.00026757526],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824417,0.00093672524,0.00013814801,0.00019150159,0.0002829028,0.0002065628],"domain_scores_gemma":[0.99259514,0.0038386409,0.00181195,0.00025257302,0.00090181275,0.00059999304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028620905,0.00022998248,0.00041102388,0.0021327212,0.0012267248,0.0013122564,0.00035621357,0.00041980174,0.0013732342],"category_scores_gemma":[0.011932162,0.00022591639,0.00020381312,0.0020784412,0.0011477388,0.0008966667,0.0014307253,0.0003720314,0.00011935045],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006615031,0.00028841538,0.69202673,0.00029053167,0.000038136946,0.00040300013,0.27406314,0.00008908129,0.0022238712,0.0008999689,0.0003238149,0.029287238],"study_design_scores_gemma":[0.000009770527,0.00028902097,0.64579904,0.00014821417,0.000029505309,0.00029422628,0.34627414,0.000550569,0.0005520672,0.00027086842,0.005761193,0.000021389797],"about_ca_topic_score_codex":0.009673884,"about_ca_topic_score_gemma":0.017957756,"teacher_disagreement_score":0.009673884,"about_ca_system_score_codex":0.0011182363,"about_ca_system_score_gemma":0.0013483642,"threshold_uncertainty_score":0.019235194},"labels":[],"label_agreement":null},{"id":"W1597910878","doi":"10.15353/joci.v10i3.3439","title":"Expanded Urban Planning as a Vehicle for Understanding and Shaping Smart, Liveable Cities","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Technocracy; Smart city; Marketing buzz; Urban planning; IBM; Political science; Politics; Public relations; Sociology; Engineering; Business; Internet of Things; Civil engineering; Advertising","score_opus":0.07746677143380018,"score_gpt":0.25802545702770174,"score_spread":0.18055868559390156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1597910878","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046758905,0.005446462,0.31772152,0.027257515,0.00037062613,0.00028348115,0.00016107965,0.0003891594,0.60161126],"genre_scores_gemma":[0.89383286,0.003421681,0.07826053,0.0006466825,0.00010778781,0.00025426742,0.000116466515,0.00013285429,0.023226768],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99801755,0.0014062152,0.000034634497,0.00012139472,0.00024189697,0.00017835616],"domain_scores_gemma":[0.9989386,0.00052029087,0.00009611141,0.00018353989,0.00010760796,0.00015378829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024632963,0.00071185356,0.000367809,0.0019550824,0.0030351027,0.0069443416,0.0015990646,0.0014545711,0.006263135],"category_scores_gemma":[0.0019572973,0.00035082301,0.0005342392,0.0021055609,0.021260377,0.006557884,0.0073079164,0.0027123864,0.0005018885],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004446908,0.0000061449728,0.00019553928,0.000040903735,0.000002928846,0.00013049522,0.0058974763,0.003734528,0.00007466176,0.9808827,0.0012836425,0.0077464445],"study_design_scores_gemma":[0.00000755665,0.000018519897,0.00053238764,0.00022450712,0.000009579276,0.00021806762,0.02377945,0.0069089755,0.0002461633,0.75864774,0.20938501,0.000021980382],"about_ca_topic_score_codex":0.011705939,"about_ca_topic_score_gemma":0.01702657,"teacher_disagreement_score":0.011705939,"about_ca_system_score_codex":0.0061366986,"about_ca_system_score_gemma":0.004219952,"threshold_uncertainty_score":0.044525087},"labels":[],"label_agreement":null},{"id":"W1601777831","doi":"10.15353/joci.v2i2.2076","title":"Enabling the Local as a Fundamental Development Strategy","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Local Economic Development and Planning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Development (topology); Computer science; Process management; Risk analysis (engineering); Business; Mathematics","score_opus":0.04451928478312742,"score_gpt":0.2945227702064939,"score_spread":0.2500034854233665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1601777831","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05868562,0.0012799937,0.028159622,0.16421087,0.0006488672,0.0002008493,0.00008940318,0.0004742474,0.74625045],"genre_scores_gemma":[0.9027284,0.00076274516,0.008776058,0.010560849,0.00015970648,0.0001438072,0.00006785442,0.000087358094,0.07671324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949293,0.0026811094,0.000101303056,0.00029930408,0.0006460586,0.001342927],"domain_scores_gemma":[0.99295807,0.001318146,0.00036810376,0.00069497724,0.0010375484,0.00362321],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065520373,0.00030836865,0.00032862282,0.0009051011,0.0056196684,0.0117278425,0.0014242159,0.002916908,0.014814101],"category_scores_gemma":[0.007920619,0.00021709602,0.00031861072,0.000984399,0.0070549045,0.008458858,0.015828995,0.004590886,0.0017128813],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001707881,0.00009878525,0.0012139461,0.00010568367,0.000012531092,0.00014196332,0.0064805774,0.0005274079,0.00060356304,0.91512126,0.036631998,0.03904524],"study_design_scores_gemma":[0.000023180215,0.00009961176,0.0020436374,0.00021457882,0.000023103148,0.00015576514,0.0155003,0.0013064002,0.0011034727,0.2535332,0.72595626,0.000040441162],"about_ca_topic_score_codex":0.008610613,"about_ca_topic_score_gemma":0.020256598,"teacher_disagreement_score":0.014814101,"about_ca_system_score_codex":0.0076882406,"about_ca_system_score_gemma":0.030760746,"threshold_uncertainty_score":0.055782318},"labels":[],"label_agreement":null},{"id":"W1602074187","doi":"10.15353/joci.v11i1.2845","title":"Community meeting the Namibian Education Technology Policy with OLPC's XO laptops: is it a viable approach?","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Education and Technology Integration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Equity (law); Sustainability; Public relations; Political science; Sociology","score_opus":0.06744385680363321,"score_gpt":0.3617160873790592,"score_spread":0.29427223057542595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602074187","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24807675,0.00949871,0.0066513917,0.4737025,0.0006320045,0.0006235849,0.00020178771,0.000055903147,0.26055744],"genre_scores_gemma":[0.9673793,0.0029703206,0.0042291437,0.013728856,0.00009446327,0.00046864012,0.00003546659,0.000018513021,0.011075439],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9901844,0.0063916896,0.00018440439,0.0004979479,0.0010485539,0.0016930138],"domain_scores_gemma":[0.99023247,0.0057883975,0.0009041198,0.00047594472,0.0010045335,0.0015945525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00925685,0.0003725848,0.00044115033,0.0008284592,0.009115506,0.009976461,0.0028558061,0.005767351,0.017807633],"category_scores_gemma":[0.014339059,0.0003147796,0.00036661976,0.0015914766,0.0056658527,0.013124791,0.006588027,0.0030152805,0.001003196],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020177408,0.0010110458,0.015096343,0.0027630227,0.000050430674,0.0037922026,0.15113303,0.00083562155,0.0017877651,0.48945335,0.024074163,0.3098012],"study_design_scores_gemma":[0.000069987975,0.00023049086,0.009622095,0.0047168103,0.000025673578,0.00091031723,0.628608,0.0012935837,0.0008815216,0.051797137,0.301791,0.000053393025],"about_ca_topic_score_codex":0.028106317,"about_ca_topic_score_gemma":0.039178044,"teacher_disagreement_score":0.028106317,"about_ca_system_score_codex":0.011623152,"about_ca_system_score_gemma":0.026593763,"threshold_uncertainty_score":0.08433229},"labels":[],"label_agreement":null},{"id":"W1602279341","doi":"10.15353/joci.v9i3.3159","title":"Collaborative Knowledge Creation in Development Networks: Lessons Learned from a Transnational Programme","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Knowledge creation; European commission; Collaborative network; Knowledge production; Commission; Latin Americans; Knowledge management; Psychological intervention; Political science; Component (thermodynamics); Public relations; Business; Computer science; Psychology; European union; International trade; Law","score_opus":0.059950697893698265,"score_gpt":0.3153035126412808,"score_spread":0.25535281474758253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602279341","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60872805,0.0055006444,0.049040448,0.034883883,0.00034151704,0.001055499,0.00007021988,0.00011587529,0.30026394],"genre_scores_gemma":[0.96680754,0.0026370669,0.02135795,0.0007358103,0.00003459272,0.000360352,0.000052473744,0.000042165368,0.007972006],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.98613155,0.011327162,0.00021922683,0.00067464856,0.0007549659,0.0008924227],"domain_scores_gemma":[0.9691288,0.022913588,0.00072561536,0.0024858564,0.0020078102,0.0027383643],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.023123978,0.0004406111,0.00050310843,0.0012158273,0.0075769937,0.0070088548,0.002079365,0.0020394644,0.0045199255],"category_scores_gemma":[0.022924373,0.00022885315,0.00030454042,0.0018580297,0.009572134,0.010768159,0.013496962,0.00299191,0.00040283415],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017720017,0.001619811,0.011898774,0.00080959813,0.000030804375,0.0015292023,0.38380706,0.0021891478,0.000583675,0.20288657,0.004043874,0.39042422],"study_design_scores_gemma":[0.0001431035,0.00079795957,0.010024039,0.0027056427,0.000056638786,0.0009916599,0.5720379,0.0053603724,0.0021715646,0.1527107,0.25292724,0.00007324866],"about_ca_topic_score_codex":0.01037214,"about_ca_topic_score_gemma":0.016829403,"teacher_disagreement_score":0.99792063,"about_ca_system_score_codex":0.005873084,"about_ca_system_score_gemma":0.011344422,"threshold_uncertainty_score":0.12229276},"labels":[],"label_agreement":null},{"id":"W1602484813","doi":"10.15353/joci.v9i1.3184","title":"Stimulating Citizens to Community Action in Urban Areas: Media, Interpersonal Networks and Organizations","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Grassroots; Metropolitan area; Interpersonal communication; Public relations; Affect (linguistics); Action (physics); Local government; Government (linguistics); Social capital; Corporate governance; Community organization; Political science; Public administration; Sociology; Business; Social psychology; Psychology; Geography","score_opus":0.05950216959598656,"score_gpt":0.3444014156206421,"score_spread":0.28489924602465555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602484813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99296886,0.00021046039,0.0001628435,0.00068716775,0.0000052065707,0.000006340999,0.000032066368,0.0000031770724,0.0059238183],"genre_scores_gemma":[0.99946815,0.000109685,0.00007153783,0.00003949609,0.000008787608,0.00000555149,0.0000143579755,0.0000016981347,0.0002806782],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986192,0.00089089334,0.00004114584,0.00008734015,0.00018384254,0.00017752516],"domain_scores_gemma":[0.99209857,0.004357052,0.0022245613,0.0002594618,0.00033304057,0.0007273276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012506756,0.00016456727,0.00017136145,0.0015116164,0.0013105558,0.0031224058,0.00028717288,0.00043854362,0.0031350935],"category_scores_gemma":[0.005295587,0.00016840464,0.00012938138,0.001796717,0.0018314412,0.002481606,0.001989541,0.00060311327,0.00016014371],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011896494,0.0003286637,0.911909,0.00010928044,0.00008037596,0.00029721117,0.044280265,0.00025838043,0.0009157743,0.0043498613,0.00061560277,0.036736596],"study_design_scores_gemma":[0.000007677593,0.000098716824,0.89553213,0.000091878544,0.000035960467,0.000098773424,0.09677323,0.00039790355,0.00029056135,0.0016791065,0.0049817744,0.000012231479],"about_ca_topic_score_codex":0.0066655274,"about_ca_topic_score_gemma":0.018680962,"teacher_disagreement_score":0.0066655274,"about_ca_system_score_codex":0.00092639105,"about_ca_system_score_gemma":0.00074439275,"threshold_uncertainty_score":0.01325345},"labels":[],"label_agreement":null},{"id":"W1602503601","doi":"10.15353/joci.v2i3.2072","title":"Using a Sustainable Livelihoods Approach to Assessing the Impact of ICTs in Development","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":79,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Livelihood; Scope (computer science); ICTS; Information and Communications Technology; Sustainable development; Business; Impact assessment; Knowledge management; Process management; Computer science; Political science; Geography; Agriculture; Public administration","score_opus":0.07446918101365303,"score_gpt":0.34026317832974246,"score_spread":0.26579399731608944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602503601","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03698085,0.0048180833,0.6954317,0.012174543,0.00023200912,0.0004415345,0.0002650507,0.00016597366,0.24949026],"genre_scores_gemma":[0.676972,0.004723358,0.30815575,0.0006743454,0.0000822582,0.0006037013,0.00009470254,0.0000371532,0.008656864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9959157,0.0023285155,0.00012994662,0.00021481617,0.0011903457,0.00022058673],"domain_scores_gemma":[0.99736965,0.0014205372,0.0002891913,0.00016450806,0.0005739388,0.00018218692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035711892,0.0010528839,0.0005555715,0.0061728195,0.0020529875,0.0044688443,0.0014624706,0.0013780167,0.0031393436],"category_scores_gemma":[0.004489983,0.00024074363,0.00085878395,0.0028807386,0.0055843405,0.0032062693,0.004286191,0.0014687876,0.0002659284],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013544545,0.000089429646,0.0071912077,0.0004207168,0.000107578715,0.00041811532,0.0023016979,0.02831777,0.001067221,0.8436547,0.0022499503,0.1141681],"study_design_scores_gemma":[0.000014232725,0.00015456056,0.0050108414,0.0005377618,0.00006673,0.00061626616,0.0062759835,0.02766239,0.001816131,0.85493827,0.10282738,0.00007933276],"about_ca_topic_score_codex":0.0069944495,"about_ca_topic_score_gemma":0.019875944,"teacher_disagreement_score":0.0069944495,"about_ca_system_score_codex":0.005460375,"about_ca_system_score_gemma":0.004165178,"threshold_uncertainty_score":0.039618015},"labels":[],"label_agreement":null},{"id":"W1602944988","doi":"10.15353/joci.v8i3.3031","title":"Ambiguity and Uncertainty in the “Last Mile”: Using Sense-making to Explore How Rural Broadband Networks Are Created","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Broadband; Business; Nexus (standard); Economic growth; Telecommunications; Broadband networks; Ambiguity; Rural area; Political science; Economics; Engineering; Computer science","score_opus":0.06304876498047726,"score_gpt":0.29262223151952,"score_spread":0.22957346653904273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1602944988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7434486,0.0066037336,0.11467608,0.023847772,0.00042175455,0.0005054083,0.00015216548,0.000089377834,0.11025503],"genre_scores_gemma":[0.9890426,0.0009805266,0.008418398,0.0006103261,0.000025514548,0.00013741698,0.00002643529,0.00002046692,0.00073845877],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9726198,0.02237655,0.00056579866,0.0012422715,0.0019520258,0.0012435209],"domain_scores_gemma":[0.9606852,0.03221475,0.0030842628,0.0015493185,0.0013431015,0.0011234015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03005166,0.0011314454,0.00088445336,0.005618414,0.011089503,0.020595422,0.0031377014,0.0046102265,0.0014941862],"category_scores_gemma":[0.03902876,0.0008103978,0.0016061494,0.0043520224,0.05590601,0.030513765,0.015245421,0.005851009,0.00019999497],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043898413,0.000035028355,0.0030979656,0.00014955817,0.000036971738,0.0004118319,0.9054206,0.00073752593,0.000325821,0.079290986,0.0004570267,0.009992724],"study_design_scores_gemma":[0.000020736632,0.000049102073,0.0021596323,0.00047149276,0.00003231696,0.0002512376,0.78246635,0.0021991527,0.00037860603,0.19788054,0.014007898,0.00008286651],"about_ca_topic_score_codex":0.0070820497,"about_ca_topic_score_gemma":0.0062900544,"teacher_disagreement_score":0.03005166,"about_ca_system_score_codex":0.007607147,"about_ca_system_score_gemma":0.0068162065,"threshold_uncertainty_score":0.1589303},"labels":[],"label_agreement":null},{"id":"W1603920370","doi":"10.15353/joci.v10i2.2651","title":"ICT for sustainable development: an example from Cambodia","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Empowerment; Business; Adaptation (eye); Sustainable development; Function (biology); Economic growth; Conceptual framework; ICTS; Knowledge management; Public relations; Political science; Economics; Sociology; Computer science","score_opus":0.04551575289165449,"score_gpt":0.24091575111471977,"score_spread":0.19539999822306528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1603920370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53844136,0.017350905,0.0015877044,0.024227386,0.0002023433,0.00023790868,0.000271866,0.000042907403,0.41763765],"genre_scores_gemma":[0.97543544,0.008253037,0.0009061962,0.0014380647,0.00002469843,0.000058456135,0.00009692372,0.0000117858,0.013775495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9995096,0.00020175477,0.00001856612,0.000024275943,0.000047434172,0.0001984235],"domain_scores_gemma":[0.9995981,0.00021406071,0.000035632722,0.00002194483,0.000066054396,0.00006426208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005746251,0.0004233973,0.00023849054,0.0010761019,0.0033093544,0.0028115928,0.00049299793,0.0017289354,0.0044245473],"category_scores_gemma":[0.00076866127,0.00013435428,0.0002903277,0.002773634,0.0019487129,0.0019564042,0.0029417456,0.001324934,0.00036907857],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029468222,0.0002640527,0.05900374,0.005252452,0.00010434228,0.07522604,0.287549,0.0033828993,0.006179444,0.31521887,0.034843743,0.2126808],"study_design_scores_gemma":[0.00007169674,0.00021486358,0.07867126,0.0031860827,0.000075768745,0.004855961,0.39042327,0.0018444988,0.0022880693,0.014258117,0.504039,0.000071434115],"about_ca_topic_score_codex":0.06897536,"about_ca_topic_score_gemma":0.121258095,"teacher_disagreement_score":0.06897536,"about_ca_system_score_codex":0.0038330078,"about_ca_system_score_gemma":0.0028461409,"threshold_uncertainty_score":0.13714778},"labels":[],"label_agreement":null},{"id":"W1604469185","doi":"10.15353/joci.v11i1.2855","title":"Book Review: Digital Dead End: Fighting for Social Justice in the Information Age","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dead end; Economic Justice; Social justice; Information Age; Sociology; Criminology; Political science; Psychology; Law; Social psychology; Compensation (psychology)","score_opus":0.08655075971123471,"score_gpt":0.37332011383529035,"score_spread":0.28676935412405563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1604469185","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007560537,0.9418076,0.00024944192,0.020150572,0.023093823,0.00005486755,0.00038478785,0.00006916113,0.014114084],"genre_scores_gemma":[0.0008812586,0.9311077,0.00037806845,0.0137996925,0.015874997,0.00011358523,0.00050648116,0.00006495295,0.037273366],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876887,0.00021538803,0.0001277347,0.00015109907,0.00064659223,0.000090216854],"domain_scores_gemma":[0.9942187,0.002712846,0.00061612244,0.000084826584,0.0018811419,0.0004864454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011260991,0.0017824806,0.0026534596,0.004757762,0.00095430063,0.004447225,0.0024119238,0.0037988022,0.04365175],"category_scores_gemma":[0.008100076,0.00075095886,0.0009242865,0.009806265,0.0012462046,0.0038910967,0.0016128755,0.003991865,0.03103447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009590014,0.000006904866,0.000025826403,0.0021623173,0.000012729798,0.000016640133,0.000021169166,0.000029273438,0.000029738967,0.00037581282,0.9626628,0.034647234],"study_design_scores_gemma":[0.000014000476,0.000017580354,0.00032615958,0.00483964,0.000028809747,0.00023427734,0.000050130984,0.00002775994,0.000033145334,0.0007378015,0.99367636,0.000014364331],"about_ca_topic_score_codex":0.0066816607,"about_ca_topic_score_gemma":0.017662242,"teacher_disagreement_score":0.04365175,"about_ca_system_score_codex":0.0023092653,"about_ca_system_score_gemma":0.005789373,"threshold_uncertainty_score":0.14602971},"labels":[],"label_agreement":null},{"id":"W1604865358","doi":"10.15353/joci.v9i1.3193","title":"Doing High-tech Collaborative Research in the Middle of Borneo:","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Nexus (standard); Context (archaeology); Institution; Politics; Local community; Ethnography; Sociology; Knowledge management; Public relations; Political science; Geography; Engineering; Social science; Anthropology; Computer science","score_opus":0.09699403935348398,"score_gpt":0.3173637108712158,"score_spread":0.2203696715177318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1604865358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9706852,0.00072128617,0.0018550246,0.0024315217,0.000098608485,0.00015882436,0.00004490018,0.000018815468,0.023985835],"genre_scores_gemma":[0.9920832,0.00043407845,0.0014749444,0.00041980346,0.000020052279,0.000063115265,0.00002334982,0.000016076634,0.005465248],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99647635,0.0019609318,0.00008079967,0.00024059237,0.0002578822,0.0009834201],"domain_scores_gemma":[0.9969554,0.0013809622,0.00037495507,0.00017877396,0.0001328624,0.0009770097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021901398,0.0007375424,0.0003873175,0.0008153081,0.023294898,0.0046660923,0.0017572279,0.0020542138,0.004489531],"category_scores_gemma":[0.0036445528,0.00035791847,0.00031792073,0.0015654699,0.009114106,0.0039342786,0.007143621,0.0019540575,0.00056840386],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000081880426,0.00027028957,0.01098018,0.00022909095,0.000013975304,0.01889401,0.94551784,0.00016858809,0.0014813176,0.005718503,0.0013657316,0.0152785],"study_design_scores_gemma":[0.000008386107,0.00007410831,0.0041603055,0.000106466716,0.000008595267,0.0029355863,0.96017873,0.00011070764,0.00027706267,0.00050509506,0.031616416,0.000018508728],"about_ca_topic_score_codex":0.029587546,"about_ca_topic_score_gemma":0.10573833,"teacher_disagreement_score":0.029587546,"about_ca_system_score_codex":0.004916409,"about_ca_system_score_gemma":0.0053738574,"threshold_uncertainty_score":0.05883062},"labels":[],"label_agreement":null},{"id":"W1605772634","doi":"10.15353/joci.v3i4.2357","title":"Community Wireless: Policy and Regulation Perspectives","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); The Internet; Order (exchange); Balance (ability); Internet privacy; Wireless; Political science; Public relations; Business; Computer science; Telecommunications; World Wide Web; Psychology","score_opus":0.027929885351913243,"score_gpt":0.2674802953340908,"score_spread":0.23955040998217755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1605772634","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013414181,0.014070651,0.007568038,0.45778966,0.0012621495,0.00006207081,0.0000702753,0.000039054044,0.5057239],"genre_scores_gemma":[0.74552363,0.025060102,0.006013098,0.1390986,0.0063347495,0.00048771335,0.000074019175,0.00006842717,0.077339716],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9898679,0.004815295,0.000163746,0.0007518988,0.0028928975,0.0015081314],"domain_scores_gemma":[0.98772115,0.0072953543,0.00080590684,0.00038798503,0.0022349579,0.0015547168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006486115,0.0005430859,0.00057048345,0.0026421682,0.008277448,0.014083119,0.0021711343,0.014793487,0.0057875756],"category_scores_gemma":[0.011563418,0.00034652505,0.0006331782,0.0038919842,0.01703214,0.009793753,0.0045015174,0.0096176695,0.00069180055],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043839495,0.000044942015,0.00022221141,0.00004204353,0.0000028952988,0.00006833326,0.0009679364,0.00026386773,0.00005648438,0.98685986,0.007517796,0.003949195],"study_design_scores_gemma":[0.000022015662,0.000056157667,0.0015467944,0.0008300337,0.000021882157,0.0002091068,0.012033117,0.0022207948,0.00029439188,0.5880393,0.3946843,0.000042091124],"about_ca_topic_score_codex":0.050839428,"about_ca_topic_score_gemma":0.06080298,"teacher_disagreement_score":0.050839428,"about_ca_system_score_codex":0.011827212,"about_ca_system_score_gemma":0.018073352,"threshold_uncertainty_score":0.101087034},"labels":[],"label_agreement":null},{"id":"W1606409366","doi":"10.15353/joci.v7i3.2601","title":"DigiPopEd: Popular Education and Digital Culture","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Electronic publishing; Curriculum; Sociology; Digital culture; Consumption (sociology); Popular culture; Power (physics); Public relations; Digital media; Media studies; Political science; Pedagogy; Social science; The Internet; World Wide Web; Computer science","score_opus":0.04855102651369551,"score_gpt":0.2536239046515495,"score_spread":0.205072878137854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1606409366","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048879836,0.046089746,0.0020576632,0.055415764,0.0020192552,0.000035461595,0.00027508318,0.00016809563,0.84505916],"genre_scores_gemma":[0.7572442,0.038534686,0.0012439534,0.008920364,0.0023552119,0.000097523196,0.00029034555,0.00018861514,0.19112493],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923635,0.00036599126,0.000040272153,0.00008867173,0.0001694089,0.000099325436],"domain_scores_gemma":[0.9984188,0.00091513986,0.0001604454,0.00016535025,0.0001261869,0.00021407219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007815239,0.00028975366,0.0002856026,0.0031132216,0.0035087396,0.015636792,0.0005737358,0.0015725071,0.02373704],"category_scores_gemma":[0.0031250059,0.00015955385,0.0001628151,0.004919823,0.00809045,0.008448674,0.004716052,0.0019546973,0.0016339188],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035646863,0.000042727388,0.004051997,0.00029927673,0.000011377407,0.00041367082,0.027116189,0.00008316402,0.00021177782,0.79579705,0.04640639,0.1255307],"study_design_scores_gemma":[0.000013491368,0.000038369024,0.0054544252,0.000937909,0.000014594313,0.0005756918,0.034100432,0.0001451069,0.00030666735,0.09147178,0.8669227,0.000018873228],"about_ca_topic_score_codex":0.0024905151,"about_ca_topic_score_gemma":0.0046621566,"teacher_disagreement_score":0.02373704,"about_ca_system_score_codex":0.0022497184,"about_ca_system_score_gemma":0.0016249485,"threshold_uncertainty_score":0.07940835},"labels":[],"label_agreement":null},{"id":"W1606828694","doi":"10.15353/joci.v3i3.2365","title":"El rol de las TIC en la educacion: Experencia del programa escolar de monitoreo ambiemental de la subcuenca del Cotahuasi, Perú","year":2007,"lang":"es","type":"article","venue":"The Journal of Community Informatics","topic":"Educational Innovations and Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.017995588847403713,"score_gpt":0.3307058297200617,"score_spread":0.312710240872658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1606828694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9704487,0.00028130013,0.0019357543,0.002049601,0.000028100076,0.00026216506,0.00010440844,0.00013732111,0.024752598],"genre_scores_gemma":[0.9830679,0.00042515877,0.002325284,0.00022547648,0.000008617487,0.00031331397,0.00007820572,0.000028289947,0.013527641],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99865866,0.00075840624,0.000034653276,0.00012627598,0.00013621758,0.00028577916],"domain_scores_gemma":[0.99735594,0.0010807425,0.00020821835,0.00022244413,0.00059511425,0.0005376246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020827914,0.00025116763,0.00027462217,0.00082336017,0.0031683396,0.002011838,0.0008017409,0.00058270915,0.005836075],"category_scores_gemma":[0.007044994,0.00026569373,0.000220611,0.0011173318,0.0015343664,0.0011723756,0.0044150148,0.00087267975,0.00049118313],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055002514,0.0026850784,0.11371747,0.0007902111,0.000052617852,0.0020053321,0.46951422,0.0011586337,0.0070269997,0.010173548,0.008589912,0.38373587],"study_design_scores_gemma":[0.00012905302,0.0027215972,0.33777082,0.0006307337,0.00016061329,0.00042798833,0.46638486,0.0026128653,0.006859607,0.0031106467,0.17910999,0.00008116738],"about_ca_topic_score_codex":0.06671957,"about_ca_topic_score_gemma":0.13330755,"teacher_disagreement_score":0.06671957,"about_ca_system_score_codex":0.0038862664,"about_ca_system_score_gemma":0.007960078,"threshold_uncertainty_score":0.13266242},"labels":[],"label_agreement":null},{"id":"W1606870379","doi":"10.15353/joci.v1i1.2060","title":"n-Logue: The Story of a Rural Service Provider In India","year":2004,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ingenuity; Digital divide; Developing country; The Internet; Economic growth; Disadvantaged; Information and Communications Technology; Business; Rural area; Population; Political science; Economics; Sociology","score_opus":0.028886286541590516,"score_gpt":0.2590023005093907,"score_spread":0.2301160139678002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1606870379","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21858305,0.003304328,0.0015711499,0.5758775,0.0042779213,0.00014128891,0.00025860587,0.0003044914,0.1956818],"genre_scores_gemma":[0.7422906,0.005366128,0.0008095201,0.12054123,0.0013089024,0.00010226985,0.00012098604,0.0002818289,0.1291784],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980457,0.00065056846,0.000026742406,0.00013018407,0.00025637785,0.0008903541],"domain_scores_gemma":[0.9971661,0.0006710779,0.00017257009,0.00007407185,0.00031244653,0.0016037122],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009247987,0.0005360142,0.000380646,0.0006912905,0.029144786,0.009336222,0.002180215,0.005887972,0.0136558665],"category_scores_gemma":[0.0035810068,0.00055565784,0.00047105332,0.0010718293,0.007497278,0.0059454413,0.0066660224,0.017138723,0.0027624338],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084263855,0.0002607458,0.007961521,0.00030982614,0.000030038413,0.025049517,0.61136353,0.00040373582,0.0010832222,0.05504872,0.2727898,0.025615044],"study_design_scores_gemma":[0.0000062896574,0.00008108281,0.0023583362,0.00016322137,0.00001673797,0.003113727,0.65188426,0.00043478364,0.00016283673,0.0020181818,0.33970731,0.000053200565],"about_ca_topic_score_codex":0.07617754,"about_ca_topic_score_gemma":0.10595314,"teacher_disagreement_score":0.07617754,"about_ca_system_score_codex":0.0075723804,"about_ca_system_score_gemma":0.008689428,"threshold_uncertainty_score":0.15146828},"labels":[],"label_agreement":null},{"id":"W1607246026","doi":"10.15353/joci.v9i4.3144","title":"An analysis of factors influencing success of ICT4D projects: a case study of the Schools Computerisation Programme in Mashonaland West Province, Zimbabwe.","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Economic growth; Literacy; Citizen journalism; Socioeconomics; The Internet; ICTS; Political science; Information and Communications Technology; Sociology; Geography; Economics","score_opus":0.045110463424832596,"score_gpt":0.2903199884420651,"score_spread":0.24520952501723248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1607246026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9989096,0.000052743446,0.00008984788,0.000094738774,9.809451e-7,0.00006939035,0.000012654902,0.0000011627612,0.00076891185],"genre_scores_gemma":[0.9992212,0.00011776497,0.00019502881,0.00001652473,8.786203e-7,0.000053295847,0.000013854398,0.000001152449,0.00038038695],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9978921,0.0009530141,0.00006516615,0.000089017885,0.00022480122,0.0007759152],"domain_scores_gemma":[0.9966538,0.001637089,0.0006538262,0.000085584485,0.0003590652,0.00061059825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002200374,0.00037422526,0.00031348312,0.001485281,0.0041428213,0.0017664908,0.00076346326,0.0007172737,0.0017623168],"category_scores_gemma":[0.006649914,0.00041823677,0.00019989508,0.0020087184,0.0019324715,0.0010512978,0.0022436397,0.00083789794,0.00014652444],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016369966,0.0008521245,0.3425717,0.00041675117,0.00003892393,0.012552909,0.5991059,0.00023397974,0.0024211232,0.0016277706,0.00053890474,0.039476216],"study_design_scores_gemma":[0.000012992623,0.00033947144,0.36056376,0.00011534436,0.000021963486,0.000835559,0.63460076,0.00030115657,0.0003642037,0.00013436085,0.002692405,0.000018099954],"about_ca_topic_score_codex":0.09028377,"about_ca_topic_score_gemma":0.15483925,"teacher_disagreement_score":0.09028377,"about_ca_system_score_codex":0.004853086,"about_ca_system_score_gemma":0.0041687023,"threshold_uncertainty_score":0.1795165},"labels":[],"label_agreement":null},{"id":"W1607674985","doi":"10.15353/joci.v10i1.2756","title":"Drive-by Wi-Fi and digital storytelling: development and co-creation","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Storytelling; Knowledge management; Order (exchange); Digital storytelling; Pyramid (geometry); Sociology; Computer science; Business; Multimedia; World Wide Web; Narrative","score_opus":0.022903031068654198,"score_gpt":0.25512069120850317,"score_spread":0.23221766013984896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1607674985","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08349386,0.010966282,0.12623215,0.09064848,0.00079771545,0.00023842507,0.00008354093,0.00032693715,0.68721265],"genre_scores_gemma":[0.9585959,0.0025723355,0.014141607,0.0016968561,0.0001651847,0.00027271415,0.000025043168,0.00012990323,0.022400476],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9873877,0.00927406,0.0003085917,0.0005642049,0.0018910837,0.0005743491],"domain_scores_gemma":[0.97442186,0.01981979,0.0011217905,0.002493695,0.0012684559,0.0008743506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010309545,0.0007010825,0.00033816925,0.0029580377,0.0059970543,0.013917632,0.0021548849,0.003830696,0.0031869628],"category_scores_gemma":[0.014867161,0.0003956836,0.00032037648,0.0023412348,0.05730157,0.009957678,0.0118272845,0.004219465,0.00055521476],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011769215,0.0000102960485,0.00024278628,0.000085243475,0.0000038302665,0.00022264261,0.057189338,0.0002612152,0.00015875114,0.92893445,0.0016369111,0.011242647],"study_design_scores_gemma":[0.000032682787,0.000054845863,0.0010622798,0.0004944646,0.000015532429,0.0016318492,0.09089151,0.0019165984,0.0017903676,0.4279624,0.47410226,0.000045306933],"about_ca_topic_score_codex":0.0047876956,"about_ca_topic_score_gemma":0.00452941,"teacher_disagreement_score":0.013917632,"about_ca_system_score_codex":0.006064896,"about_ca_system_score_gemma":0.00445858,"threshold_uncertainty_score":0.054522753},"labels":[],"label_agreement":null},{"id":"W1607937915","doi":"10.15353/joci.v11i2.2836","title":"Using IT to ‘do good’ in communities?","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.2573643390693069,"score_gpt":0.4000002599579646,"score_spread":0.14263592088865773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1607937915","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.103723966,0.00798125,0.07842051,0.21894561,0.0024733983,0.0003852734,0.00010649946,0.0006330351,0.58733046],"genre_scores_gemma":[0.9316771,0.0020946595,0.027730543,0.010557041,0.00053699606,0.00039876712,0.000055858916,0.0003510617,0.026598094],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9645426,0.028263353,0.0005625976,0.0020495383,0.0024908555,0.0020910485],"domain_scores_gemma":[0.9644168,0.01634501,0.0032388235,0.006743599,0.0037862698,0.0054695606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0294788,0.0009552672,0.00084207766,0.0037731847,0.015066916,0.02004526,0.0020116465,0.0057258825,0.012809462],"category_scores_gemma":[0.040529426,0.0005346251,0.0009128582,0.0028956009,0.045243062,0.03714898,0.015911624,0.0045639817,0.0027336255],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000662773,0.0001408022,0.005362999,0.0005022287,0.000088929526,0.00041222942,0.29442188,0.00026743297,0.0006199283,0.5812342,0.027038585,0.08984452],"study_design_scores_gemma":[0.00004740046,0.00013174558,0.0016383193,0.0007198455,0.000051104722,0.00040399007,0.12970221,0.00057508494,0.00042928592,0.4430691,0.4231554,0.00007654203],"about_ca_topic_score_codex":0.0041832947,"about_ca_topic_score_gemma":0.005559697,"teacher_disagreement_score":0.0294788,"about_ca_system_score_codex":0.003476833,"about_ca_system_score_gemma":0.0052908966,"threshold_uncertainty_score":0.15590066},"labels":[],"label_agreement":null},{"id":"W1608398862","doi":"10.15353/joci.v1i1.2058","title":"The Canadian Research Alliance for Community Innovation and Networking (CRACIN): A Research Partnership and Agenda for Community Networking in Canada","year":2004,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Alliance; General partnership; Public relations; Documentation; Government (linguistics); Community development; Information and Communications Technology; Sustainability; Context (archaeology); Community organization; The Internet; Political science; Business","score_opus":0.30684630509239785,"score_gpt":0.38185109471465056,"score_spread":0.07500478962225271,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1608398862","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013911811,0.040284153,0.0090917805,0.77919805,0.009922847,0.0012131099,0.0015497182,0.00058069784,0.14424779],"genre_scores_gemma":[0.39938974,0.082945146,0.111211576,0.1272806,0.0016614753,0.0017329565,0.0034505625,0.0004577953,0.27187026],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9834273,0.0025334598,0.0003945562,0.00066860474,0.00687419,0.006101889],"domain_scores_gemma":[0.94469255,0.0039212257,0.0011114252,0.0007947286,0.020154001,0.029326078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02137018,0.0006908519,0.0010452888,0.0037704685,0.026426299,0.014527091,0.0037179657,0.008191361,0.0082870005],"category_scores_gemma":[0.01861154,0.0005503023,0.0011032589,0.0044109384,0.008517317,0.005430898,0.009027337,0.006247976,0.0010134908],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010832715,0.00019803816,0.0045800786,0.0009420961,0.000030126264,0.0005315609,0.0058234446,0.0014783808,0.00070189475,0.20761408,0.6403463,0.13764559],"study_design_scores_gemma":[0.000043921907,0.00006091698,0.0040700077,0.0010101484,0.000022175609,0.00008933882,0.009423138,0.00087404094,0.00036133532,0.015149785,0.9688127,0.00008247225],"about_ca_topic_score_codex":0.97911066,"about_ca_topic_score_gemma":0.98273027,"teacher_disagreement_score":0.8659148,"about_ca_system_score_codex":0.13408518,"about_ca_system_score_gemma":0.69747066,"threshold_uncertainty_score":0.97286063},"labels":[],"label_agreement":null},{"id":"W1608477814","doi":"10.15353/joci.v10i3.3443","title":"Exploring the use of PPGIS in self-organizing urban development: Case softGIS in Pacific Beach","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Public participation GIS; Environmental planning; Process (computing); Geography; Geographic information system; Computer science; GIS and public health; Cartography","score_opus":0.17801150515080108,"score_gpt":0.2875243326043553,"score_spread":0.1095128274535542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1608477814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93946797,0.00007867144,0.011599806,0.0020158526,0.000011849145,0.00022681252,0.000112130525,0.00016809012,0.046318892],"genre_scores_gemma":[0.9826418,0.00014236206,0.012919156,0.000062089784,0.0000032356572,0.00012562856,0.000047438974,0.00004411786,0.0040141875],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9975362,0.001796153,0.00004428684,0.00014889688,0.00022395895,0.00025059906],"domain_scores_gemma":[0.99520963,0.0033045404,0.00021184755,0.00055590225,0.00025789504,0.00046012795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029436704,0.00031725946,0.00023035293,0.001424597,0.005051088,0.0040592374,0.0016165999,0.00097127806,0.004586959],"category_scores_gemma":[0.0055956794,0.00034187682,0.00025280568,0.0020959168,0.0069082268,0.0030048315,0.006200299,0.0013601364,0.0003888473],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023377634,0.00078183966,0.068479836,0.00049638964,0.000040675175,0.012848104,0.6464139,0.010748046,0.0028350942,0.098747425,0.006225373,0.15214953],"study_design_scores_gemma":[0.0000831129,0.00033130837,0.02602216,0.0003349619,0.000036906597,0.0015951361,0.79411644,0.021037208,0.0027982392,0.023757625,0.12981297,0.00007391538],"about_ca_topic_score_codex":0.051070962,"about_ca_topic_score_gemma":0.14006321,"teacher_disagreement_score":0.051070962,"about_ca_system_score_codex":0.004065094,"about_ca_system_score_gemma":0.0040999134,"threshold_uncertainty_score":0.10154736},"labels":[],"label_agreement":null},{"id":"W1608532277","doi":"10.15353/joci.v10i1.2755","title":"Implementing State-Level Technological Literacy Policy in Rural Pennsylvania","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Discretion; Prioritization; Perception; Literacy; Set (abstract data type); Political science; Medical education; Psychology; Pedagogy; Computer science; Business; Medicine; Geography; Process management","score_opus":0.060252306810109305,"score_gpt":0.3167310404216266,"score_spread":0.2564787336115173,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1608532277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927671,0.0000467545,0.00072169624,0.0011767321,0.0000064442893,0.00013568194,0.000037060352,0.000030261628,0.0050783753],"genre_scores_gemma":[0.99593866,0.000102337995,0.0018689812,0.00032525088,0.0000060194375,0.00017610543,0.00007141803,0.0000046492214,0.0015064885],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9962262,0.002077166,0.00014132514,0.00031605363,0.0005655934,0.00067363266],"domain_scores_gemma":[0.99358976,0.0031037035,0.0011109548,0.00037671195,0.0010538762,0.0007650649],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00352906,0.000102725375,0.0001921205,0.00058574876,0.003445346,0.0022615218,0.00083359884,0.0007348393,0.0016303547],"category_scores_gemma":[0.010075361,0.00029760387,0.00016623046,0.0006385235,0.0010512482,0.0011138868,0.002495239,0.0010806364,0.00020203905],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004966719,0.006771168,0.48795977,0.000607824,0.00010900928,0.0011526952,0.07404707,0.009346849,0.010929836,0.019334339,0.007643481,0.38160124],"study_design_scores_gemma":[0.00021264503,0.0065366463,0.73253983,0.00035913588,0.00016172833,0.00043920055,0.17384627,0.0067502456,0.010049533,0.004337965,0.06465759,0.00010922536],"about_ca_topic_score_codex":0.03504176,"about_ca_topic_score_gemma":0.072975785,"teacher_disagreement_score":0.03504176,"about_ca_system_score_codex":0.0045922874,"about_ca_system_score_gemma":0.013047874,"threshold_uncertainty_score":0.069675565},"labels":[],"label_agreement":null},{"id":"W1608670424","doi":"10.15353/joci.v2i1.2096","title":"A short movie about ICT","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Computer science; World Wide Web","score_opus":0.042977126118253176,"score_gpt":0.32886732614044667,"score_spread":0.2858902000221935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1608670424","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037623427,0.055797648,0.0033447305,0.090962954,0.27164045,0.00061381026,0.016789507,0.0022170974,0.5548713],"genre_scores_gemma":[0.00937158,0.013878096,0.0018041562,0.032694843,0.07719847,0.0002498361,0.00850965,0.0011127822,0.85518056],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99976,0.000038299477,0.000013227717,0.000023527002,0.00012051138,0.00004448337],"domain_scores_gemma":[0.9985668,0.00023594912,0.00006631631,0.000039047933,0.0004764408,0.0006155409],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049060455,0.0015154234,0.0008443749,0.0014071843,0.0020539644,0.003915391,0.0005768036,0.0019349103,0.25386733],"category_scores_gemma":[0.0022270456,0.00029134256,0.00069378456,0.0019198018,0.0003621726,0.0034250992,0.001528793,0.002732809,0.08538963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000041956242,0.000011127183,0.000025793797,0.000058121845,0.0000025848847,0.00002217679,0.000019022238,0.000012903536,0.00010631265,0.00030483858,0.9906294,0.008765932],"study_design_scores_gemma":[0.000019338435,0.00003804023,0.00062165194,0.000074840726,0.000005960211,0.000037886653,0.0001076252,0.00003412696,0.000051260442,0.00051484513,0.99848527,0.000009189562],"about_ca_topic_score_codex":0.0048723486,"about_ca_topic_score_gemma":0.014617586,"teacher_disagreement_score":0.25386733,"about_ca_system_score_codex":0.00083756587,"about_ca_system_score_gemma":0.0006103893,"threshold_uncertainty_score":0.8492708},"labels":[],"label_agreement":null},{"id":"W1614609093","doi":"10.15353/joci.v4i1.2966","title":"Towards Place-peer community and civic bandwidth: a case study in community wireless networking","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Sociology; Vision; Ideology; Ethnography; Social capital; Community building; Media studies; Public relations; Social science; Political science; Politics; Anthropology; Law","score_opus":0.10591644598113366,"score_gpt":0.3606280727850457,"score_spread":0.2547116268039121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1614609093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98182285,0.00024102043,0.0023569115,0.0020263752,0.00004049377,0.00015293591,0.000038713715,0.000013262609,0.01330753],"genre_scores_gemma":[0.9941462,0.00034019788,0.001397113,0.00025307122,0.00002366376,0.00007622796,0.00001976446,0.000012991005,0.0037305658],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9920386,0.005993968,0.000102565624,0.00040686218,0.00053076725,0.0009273096],"domain_scores_gemma":[0.99005044,0.0071721296,0.00059424323,0.0003500255,0.00033850787,0.0014947132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046919947,0.0005723744,0.00043539124,0.0016534494,0.029780418,0.0047508962,0.0023072867,0.0036419895,0.0034691046],"category_scores_gemma":[0.008460767,0.00050164555,0.00028895334,0.0023609374,0.013529178,0.0047239684,0.007131422,0.0030754895,0.00027166877],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003530946,0.00023706001,0.005162621,0.00009840676,0.000005560525,0.006819809,0.9690681,0.00014984533,0.00048401993,0.008850175,0.0009899586,0.008099121],"study_design_scores_gemma":[0.000006776415,0.00006383498,0.0014540938,0.00006208975,0.0000043433,0.0009695576,0.9856418,0.0002403911,0.0002680606,0.0007071451,0.0105717,0.00001024077],"about_ca_topic_score_codex":0.04785224,"about_ca_topic_score_gemma":0.14099306,"teacher_disagreement_score":0.04785224,"about_ca_system_score_codex":0.006006792,"about_ca_system_score_gemma":0.0042734537,"threshold_uncertainty_score":0.09514743},"labels":[],"label_agreement":null},{"id":"W1616379111","doi":"10.15353/joci.v1i1.2057","title":"The K-Net Story: Community ICT Development Work","year":2004,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Work (physics); Net (polyhedron); Computer science; Engineering; World Wide Web; Mathematics; Mechanical engineering","score_opus":0.04706799225293603,"score_gpt":0.2627060226060482,"score_spread":0.21563803035311216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1616379111","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07611859,0.03015401,0.008620339,0.2428106,0.016992215,0.00024229841,0.00071869016,0.0005547292,0.6237885],"genre_scores_gemma":[0.6853228,0.030766929,0.009251843,0.02507525,0.0047091795,0.00032274312,0.000623715,0.0007499974,0.24317743],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9990754,0.00053798984,0.000020525325,0.000047576083,0.00017072311,0.000147874],"domain_scores_gemma":[0.9985347,0.0006942264,0.000056735098,0.000045170356,0.00009829036,0.0005708291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013065943,0.0005220591,0.00021626014,0.0008786739,0.009649934,0.007231028,0.0008002757,0.0027740744,0.0064042034],"category_scores_gemma":[0.0027363654,0.0002353442,0.00016463632,0.0017040701,0.006938937,0.011598947,0.004414242,0.0037892086,0.0012692291],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010825733,0.000103935556,0.0011723059,0.00053757604,0.000010975978,0.0020536091,0.20237163,0.00027356032,0.00064160634,0.14221877,0.5947529,0.055754863],"study_design_scores_gemma":[0.000005964999,0.000019720188,0.0006117455,0.00021841806,0.0000018868055,0.00040687,0.07813759,0.00011926302,0.00015956508,0.0075072483,0.9127992,0.000012498042],"about_ca_topic_score_codex":0.008472776,"about_ca_topic_score_gemma":0.028953783,"teacher_disagreement_score":0.009649934,"about_ca_system_score_codex":0.00250075,"about_ca_system_score_gemma":0.0018513976,"threshold_uncertainty_score":0.021424174},"labels":[],"label_agreement":null},{"id":"W1618000773","doi":"10.15353/joci.v2i3.2068","title":"Should communal computing facilities cohabit with public facilities?","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Caching and Content Delivery","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Business; Computer science; Economic growth; Economics","score_opus":0.07165518449216608,"score_gpt":0.2679350821536609,"score_spread":0.19627989766149484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1618000773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8127199,0.00059305097,0.011173715,0.0683678,0.00029624597,0.00016649833,0.0002132001,0.00013642879,0.10633316],"genre_scores_gemma":[0.99574465,0.00011497798,0.0006590227,0.0011122823,0.00005749455,0.000023093855,0.000021855565,0.000019249266,0.0022473307],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965879,0.00094302354,0.00007587549,0.0003040611,0.0004490578,0.0016401004],"domain_scores_gemma":[0.9764955,0.0050677983,0.005887361,0.0017709292,0.0033409516,0.007437387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004133909,0.00019943815,0.00030092834,0.0006940144,0.0062642097,0.0047892723,0.0013193388,0.0022767347,0.014659163],"category_scores_gemma":[0.024569577,0.00029169166,0.00025641144,0.0013336577,0.004349961,0.008038552,0.0038140519,0.002541892,0.0010940586],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034043248,0.0005878885,0.3380751,0.00030493218,0.00009888806,0.0013651472,0.04467701,0.0011684102,0.002518844,0.4011823,0.03985944,0.16982158],"study_design_scores_gemma":[0.00016934442,0.00046945157,0.4371097,0.0008518654,0.000115133844,0.0014578862,0.25452295,0.0073329783,0.002282477,0.10797466,0.1874405,0.0002731667],"about_ca_topic_score_codex":0.03611931,"about_ca_topic_score_gemma":0.06420627,"teacher_disagreement_score":0.03611931,"about_ca_system_score_codex":0.0046264078,"about_ca_system_score_gemma":0.0063794493,"threshold_uncertainty_score":0.07181817},"labels":[],"label_agreement":null},{"id":"W1621086784","doi":"10.15353/joci.v1i1.2065","title":"Role of Community Informatics in Socio-Cultural Transformations in Russia and the CIS","year":2004,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Socioeconomic and Demographic Analysis","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Political science; Sociology","score_opus":0.01190091016393345,"score_gpt":0.23877992046254834,"score_spread":0.2268790102986149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1621086784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91682994,0.0005562087,0.0015188935,0.0035500615,0.00003379061,0.00003528816,0.000038912123,0.00002443645,0.07741256],"genre_scores_gemma":[0.9994869,0.000054567103,0.00007492774,0.000018311712,0.000003861835,0.00000425268,0.0000039410124,0.0000014514748,0.00035167308],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9960544,0.0024209856,0.00012958614,0.00020272065,0.00035144802,0.00084089424],"domain_scores_gemma":[0.9931978,0.0032277883,0.0007410787,0.00037311018,0.0006299523,0.0018302149],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032184217,0.00015665308,0.00022159824,0.0026277944,0.0053308276,0.008276082,0.0006495945,0.00070052216,0.0028984493],"category_scores_gemma":[0.005951337,0.00013620897,0.0001898106,0.0017297124,0.007835434,0.0029013641,0.006501952,0.0013667757,0.00015986634],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028677617,0.00039950619,0.14743008,0.00015088836,0.00005226132,0.0011404868,0.2062896,0.0016078925,0.0017107882,0.54698104,0.0015669295,0.092383705],"study_design_scores_gemma":[0.000047700094,0.00032652137,0.2931404,0.0004442963,0.000107905995,0.0009625512,0.49917963,0.006907812,0.0030620957,0.099363364,0.09637594,0.00008171064],"about_ca_topic_score_codex":0.016093547,"about_ca_topic_score_gemma":0.010777728,"teacher_disagreement_score":0.016093547,"about_ca_system_score_codex":0.0065098614,"about_ca_system_score_gemma":0.008968686,"threshold_uncertainty_score":0.04723251},"labels":[],"label_agreement":null},{"id":"W1625350991","doi":"10.15353/joci.v8i1.3059","title":"Life-Based Design Against Loneliness Among Older People","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Loneliness; Feeling; Everyday life; Context (archaeology); Psychology; Social life; Social psychology; Sociology; Social science; Epistemology","score_opus":0.04859753604836676,"score_gpt":0.2878136891224342,"score_spread":0.23921615307406746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1625350991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7507016,0.0016363007,0.16141503,0.006202683,0.0006485773,0.0028366228,0.00015003444,0.0015028485,0.07490633],"genre_scores_gemma":[0.9140222,0.00044215258,0.073222585,0.0010487807,0.00006637101,0.002729704,0.00008660309,0.00010634294,0.008275227],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956286,0.003482601,0.00014328914,0.00020547883,0.00035825928,0.00018188173],"domain_scores_gemma":[0.9951858,0.0027089578,0.0004089337,0.00044279618,0.00056096655,0.0006926699],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005439102,0.0007347489,0.00037760174,0.0011924107,0.0019083931,0.0019532337,0.001083933,0.0010362664,0.00820601],"category_scores_gemma":[0.010235497,0.00024782997,0.00043793998,0.00032898894,0.0018047781,0.0015069268,0.0030777217,0.00070795766,0.0010019214],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017270243,0.0065219128,0.015696188,0.004374982,0.00018289742,0.00066440477,0.13574456,0.0020793532,0.015863191,0.04865633,0.014107682,0.75438154],"study_design_scores_gemma":[0.004410088,0.033392385,0.07533917,0.0046698214,0.0016661667,0.0033753167,0.18707071,0.02312412,0.036720674,0.108481936,0.52132684,0.00042277935],"about_ca_topic_score_codex":0.00029663678,"about_ca_topic_score_gemma":0.0005421669,"teacher_disagreement_score":0.00820601,"about_ca_system_score_codex":0.00084913237,"about_ca_system_score_gemma":0.0010829783,"threshold_uncertainty_score":0.028765082},"labels":[],"label_agreement":null},{"id":"W1632688631","doi":"10.15353/joci.v2i2.2079","title":"A Research Design to Build Effective Partnerships between City Planners, Developers, Government and Urban Neighbourhood Communities","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Australian Research Council; Canadian Immunization Research Network; Cape Peninsula University of Technology","keywords":"Neighbourhood (mathematics); Place identity; Urbanism; Urban planning; Sociology; Urban design; Government (linguistics); Public relations; Metropolitan area; Political science; Architecture; Geography; Civil engineering; Engineering","score_opus":0.1669328955151052,"score_gpt":0.37918339826062164,"score_spread":0.21225050274551643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1632688631","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19365488,0.0011986861,0.5750035,0.022769343,0.00074470177,0.038235378,0.00054929534,0.00083129393,0.16701297],"genre_scores_gemma":[0.44592348,0.00052610197,0.50706154,0.001906553,0.000043001746,0.02905777,0.00019266807,0.00006891985,0.015220051],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.94490004,0.04845185,0.0011578801,0.0026491766,0.0016014533,0.0012396523],"domain_scores_gemma":[0.96657604,0.018967513,0.0021473533,0.004285781,0.0039555994,0.00406775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05077281,0.0006694816,0.0005868834,0.0020046246,0.006047301,0.0063184225,0.002492914,0.0027623721,0.014442544],"category_scores_gemma":[0.033509776,0.0010862947,0.00069423934,0.0017093461,0.006153919,0.010011883,0.0098164845,0.00195339,0.0026608834],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008563154,0.0047364226,0.015328873,0.0030185771,0.00012350838,0.001339946,0.17187823,0.006329131,0.008906165,0.46118543,0.012570665,0.3137267],"study_design_scores_gemma":[0.002221755,0.0052393507,0.0067205983,0.0024583454,0.0003029871,0.0008606135,0.3316249,0.014659215,0.009024732,0.20383,0.42291966,0.00013790981],"about_ca_topic_score_codex":0.0012513686,"about_ca_topic_score_gemma":0.002607635,"teacher_disagreement_score":0.05077281,"about_ca_system_score_codex":0.005714912,"about_ca_system_score_gemma":0.020205393,"threshold_uncertainty_score":0.26851547},"labels":[],"label_agreement":null},{"id":"W1634848746","doi":"10.15353/joci.v9i4.3147","title":"Increasing Public Participation in Local Government by Means of Mobile Phones: What do South African Youth Think?","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Social capital; The Internet; Mobile phone; Business; Political science; Public relations; Economic growth; Internet privacy; Economics; Engineering; Computer science","score_opus":0.033101842314742266,"score_gpt":0.2808433118668274,"score_spread":0.24774146955208515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1634848746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820693,0.003351867,0.00010709599,0.010019881,0.0000804862,0.000037581678,0.000054874155,0.000004951525,0.004273936],"genre_scores_gemma":[0.99303436,0.0039294353,0.000119311706,0.0012955333,0.00002765056,0.000035134155,0.000032230368,0.000004187713,0.0015220934],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9987884,0.00043403837,0.00006045721,0.00007104875,0.00016666843,0.0004793534],"domain_scores_gemma":[0.9977627,0.00082919805,0.0005245881,0.00004130193,0.00028581618,0.0005564069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029701246,0.00036867012,0.0004979349,0.0013229141,0.003049271,0.0038114528,0.0005056717,0.0016140614,0.003882977],"category_scores_gemma":[0.0051382654,0.00042920295,0.00047240278,0.0015391535,0.0022569322,0.004111835,0.0014764766,0.0018858156,0.0006109611],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005503541,0.00016113972,0.191964,0.0007703699,0.000023232227,0.00091623043,0.7608771,0.000022952325,0.0009016282,0.0010010122,0.002136676,0.041170675],"study_design_scores_gemma":[0.0000043458012,0.000071359274,0.06565882,0.0005343009,0.000023731493,0.00024356313,0.92520946,0.00003855912,0.000101613485,0.00025984787,0.007838921,0.000015453867],"about_ca_topic_score_codex":0.016414406,"about_ca_topic_score_gemma":0.024971575,"teacher_disagreement_score":0.016414406,"about_ca_system_score_codex":0.0016020959,"about_ca_system_score_gemma":0.0023033011,"threshold_uncertainty_score":0.032637715},"labels":[],"label_agreement":null},{"id":"W1635647700","doi":"10.15353/joci.v8i2.3048","title":"Exploring the politics of Free/Libre/Open Source Software (FLOSS) in the context of contemporary South Africa; how are open policies implemented in practice?","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Secrecy; Openness to experience; Transparency (behavior); Politics; Context (archaeology); Political science; Open source software; Open source; Public administration; Public relations; Law; Geography; Software; Computer science; Archaeology; Psychology","score_opus":0.19867137941524152,"score_gpt":0.3396753363851377,"score_spread":0.14100395696989618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1635647700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8098903,0.0047800113,0.0027875016,0.056725193,0.0001058684,0.00005652984,0.000025146739,0.000011711307,0.12561764],"genre_scores_gemma":[0.99658763,0.0010172134,0.00025939103,0.0006964787,0.00001671132,0.000017327064,0.0000027690692,0.00000978309,0.0013926366],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99266654,0.004572549,0.00017564507,0.00041467955,0.0007096814,0.0014609135],"domain_scores_gemma":[0.9806551,0.013832109,0.0028641464,0.0005595423,0.00071909034,0.0013700366],"candidate_categories":["sts","open_science"],"consensus_categories":[],"category_scores_codex":[0.010942136,0.00024867544,0.00029420556,0.0026739317,0.014795114,0.010453547,0.0007243728,0.0025182804,0.0060313977],"category_scores_gemma":[0.018084737,0.000512222,0.00020750525,0.003280857,0.04003945,0.011970648,0.007876468,0.0037492283,0.0003587144],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004011516,0.000029972462,0.00630777,0.00024215678,0.000008856101,0.0010673647,0.52370864,0.00017562503,0.0011127287,0.45303732,0.001083659,0.013185681],"study_design_scores_gemma":[0.000018720495,0.000045737648,0.016511306,0.001124115,0.000015624622,0.00040031856,0.8006475,0.0003035313,0.0007465356,0.08175141,0.098401986,0.000033144774],"about_ca_topic_score_codex":0.015679618,"about_ca_topic_score_gemma":0.025586454,"teacher_disagreement_score":0.9992756,"about_ca_system_score_codex":0.012153569,"about_ca_system_score_gemma":0.01293362,"threshold_uncertainty_score":0.08818072},"labels":[],"label_agreement":null},{"id":"W1638010282","doi":"10.15353/joci.v10i2.2738","title":"Building First Nation Owned and Managed Fibre Networks across Quebec","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Business; The Internet; Plan (archaeology); Service (business); Internet access; Service provider; Construct (python library); Rural area; Public relations; Public administration; Economic growth; Telecommunications; Political science; Marketing; Engineering; Geography","score_opus":0.019021104675602724,"score_gpt":0.252435018226202,"score_spread":0.2334139135505993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1638010282","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5210381,0.002332076,0.051459912,0.0104044555,0.00028687812,0.0012749186,0.0019116877,0.0016293731,0.4096626],"genre_scores_gemma":[0.8619625,0.0011731281,0.028794114,0.000828949,0.00003242139,0.00030978175,0.00092534424,0.00012099696,0.10585269],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877995,0.00022271226,0.000016711607,0.00013284558,0.00029694728,0.00055091595],"domain_scores_gemma":[0.99739707,0.00018464781,0.00010501088,0.00019203851,0.001226952,0.0008943622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016735619,0.00024081088,0.00012586617,0.00097499456,0.0049689384,0.0030132385,0.0012906743,0.0007109542,0.006154234],"category_scores_gemma":[0.0025597992,0.0002653932,0.00019243307,0.0009399717,0.0013496155,0.0017323863,0.0026456749,0.0006512887,0.0006716771],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035674378,0.00091697834,0.07517917,0.00048446594,0.0001141634,0.0046586795,0.0283146,0.036160905,0.011586861,0.22370005,0.1088891,0.5096383],"study_design_scores_gemma":[0.00009619216,0.0002608704,0.07340436,0.00056556036,0.00004312047,0.00046250244,0.017273147,0.02577148,0.0033775999,0.008028519,0.8705926,0.00012404357],"about_ca_topic_score_codex":0.955086,"about_ca_topic_score_gemma":0.97244644,"teacher_disagreement_score":0.044914007,"about_ca_system_score_codex":0.028822996,"about_ca_system_score_gemma":0.05351901,"threshold_uncertainty_score":0.20912647},"labels":[],"label_agreement":null},{"id":"W1643689023","doi":"10.15353/joci.v7i3.2594","title":"Networking for Communications Challenged Communities: Report from a European project targeting conditions of poor or lacking ICT coverage","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; European union; Work (physics); Front line; Plan (archaeology); Function (biology); Unit (ring theory); The Internet; Telecommunications; Regional science; Political science; Business; Computer science; Engineering; Geography; Psychology","score_opus":0.13879215575158318,"score_gpt":0.3168496084328862,"score_spread":0.178057452681303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1643689023","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9389286,0.0017604212,0.004054622,0.004334284,0.0001706066,0.00066813914,0.002447422,0.00020581909,0.047430057],"genre_scores_gemma":[0.98097193,0.0022124138,0.003335563,0.0007301412,0.00008072332,0.00038907453,0.0026309134,0.00006983183,0.009579479],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99747556,0.0009087744,0.000110837624,0.00016825086,0.00082193053,0.0005146714],"domain_scores_gemma":[0.9935028,0.0022533548,0.00087198784,0.0004112644,0.0014573373,0.0015031594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043071765,0.00046477624,0.00024072571,0.0010246593,0.0025596446,0.0015397861,0.00073113746,0.0018507139,0.0017287369],"category_scores_gemma":[0.005932025,0.00020773646,0.00025591027,0.0011357897,0.0011841767,0.0012923552,0.0033872183,0.00071777875,0.00035357373],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032353213,0.006610408,0.2974017,0.0029926025,0.00039126226,0.017266084,0.059899118,0.016688468,0.017121974,0.017799733,0.08915308,0.47144032],"study_design_scores_gemma":[0.0002507172,0.004936371,0.57294565,0.0008174286,0.0003210758,0.005385106,0.109229244,0.009494305,0.016285706,0.0061561656,0.27395776,0.00022054213],"about_ca_topic_score_codex":0.026323816,"about_ca_topic_score_gemma":0.03623023,"teacher_disagreement_score":0.026323816,"about_ca_system_score_codex":0.00109787,"about_ca_system_score_gemma":0.003463379,"threshold_uncertainty_score":0.052341223},"labels":[],"label_agreement":null},{"id":"W1645484860","doi":"10.15353/joci.v1i2.2039","title":"Sustainable Community Technology: The symbiosis between community technology and community research","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Premise; Community building; Sociology; Information and Communications Technology; Sustainability; Knowledge management; Diversity (politics); Public relations; Community development; Engineering ethics; Political science; Engineering; Ecology","score_opus":0.07918741912257425,"score_gpt":0.3208510257143939,"score_spread":0.24166360659181962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1645484860","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11063308,0.015580428,0.357248,0.12634131,0.0014465692,0.0008979794,0.000092518334,0.0004249324,0.38733515],"genre_scores_gemma":[0.943823,0.0028211935,0.04139762,0.002660677,0.00026998806,0.00037876732,0.00002627894,0.0000736053,0.008548839],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9760602,0.019094553,0.0003060895,0.0009596578,0.0024318404,0.001147572],"domain_scores_gemma":[0.98083466,0.01209294,0.0010587691,0.0023819986,0.0012184369,0.0024131474],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.018470846,0.0005379774,0.0007121687,0.004712694,0.010261476,0.018964848,0.0021068237,0.0052581555,0.004597773],"category_scores_gemma":[0.014384106,0.0004110074,0.000540668,0.0039936304,0.06327019,0.018440658,0.018676545,0.002984629,0.0005529823],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015985594,0.000038981023,0.0008537602,0.00024199055,0.000017058856,0.00027792447,0.039341968,0.00044701787,0.0003061347,0.92325264,0.0029518858,0.032254685],"study_design_scores_gemma":[0.0000201982,0.000072782736,0.0006127275,0.00035975283,0.000009011837,0.00036092292,0.037298728,0.00111252,0.00040912087,0.829523,0.13019294,0.000028274279],"about_ca_topic_score_codex":0.0025896723,"about_ca_topic_score_gemma":0.0037217687,"teacher_disagreement_score":0.9897385,"about_ca_system_score_codex":0.0050223647,"about_ca_system_score_gemma":0.014872163,"threshold_uncertainty_score":0.097684324},"labels":[],"label_agreement":null},{"id":"W1647345224","doi":"10.15353/joci.v2i3.2067","title":"The Impacts of Community Telecenters in Rural Colombia","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"ICTS; Political science; Work (physics); Geography; Humanities; Welfare economics; Economic growth; Business; Information and Communications Technology; Engineering; Economics; Art","score_opus":0.027304953690973993,"score_gpt":0.2689077189013466,"score_spread":0.24160276521037263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1647345224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98735875,0.00025105328,0.00010599096,0.0002442813,0.000010869415,0.000028650096,0.00007745847,0.000014162794,0.0119087845],"genre_scores_gemma":[0.99881685,0.000110700305,0.00006878311,0.000023065993,0.000003418506,0.000008465951,0.000022650964,0.0000020841976,0.0009440261],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998638,0.0006374998,0.000026686868,0.00009256471,0.00017027723,0.00043510186],"domain_scores_gemma":[0.9970751,0.00087022793,0.00056810665,0.00013431639,0.0005531872,0.0007990494],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065323786,0.0002993745,0.00019332724,0.0009681184,0.0020399264,0.001993811,0.00045824694,0.0004477915,0.0069572995],"category_scores_gemma":[0.002576271,0.00008347017,0.00013937229,0.0009545967,0.00094071846,0.00064272806,0.0026039716,0.00036304074,0.00024696076],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019314568,0.0019472078,0.6112251,0.0013681673,0.00013257534,0.008534805,0.05321796,0.004244505,0.013749495,0.007609728,0.0071658515,0.28887314],"study_design_scores_gemma":[0.0001185197,0.0016599775,0.7571848,0.00031696563,0.00010421223,0.0010493617,0.189158,0.002148326,0.0019960052,0.00095839147,0.04523915,0.00006623046],"about_ca_topic_score_codex":0.05138464,"about_ca_topic_score_gemma":0.11423739,"teacher_disagreement_score":0.05138464,"about_ca_system_score_codex":0.0037503187,"about_ca_system_score_gemma":0.0020967617,"threshold_uncertainty_score":0.10217106},"labels":[],"label_agreement":null},{"id":"W1648068119","doi":"10.15353/joci.v11i2.2837","title":"CI 101: Community Informatics as General Education","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Notional amount; General education; Informatics; The arts; Set (abstract data type); Order (exchange); Computer science; Engineering ethics; Pedagogy; Sociology; Mathematics education; Knowledge management; Political science; Engineering; Psychology; Business","score_opus":0.05273688088395915,"score_gpt":0.3043855591587294,"score_spread":0.2516486782747702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1648068119","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053560376,0.004437462,0.08027562,0.031763814,0.0018198981,0.00057064847,0.00009986641,0.00037046077,0.8271019],"genre_scores_gemma":[0.96000445,0.0019549613,0.013635587,0.004270101,0.0003909978,0.0004273154,0.00010769208,0.00006454082,0.019144287],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953478,0.0020910709,0.00019927704,0.0004920329,0.0010609475,0.00080894755],"domain_scores_gemma":[0.9956202,0.0013873542,0.00038916542,0.0006254151,0.0006933087,0.0012846447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004458517,0.00061214925,0.00035507182,0.0030692678,0.005324616,0.010656396,0.0019046348,0.004806155,0.004788338],"category_scores_gemma":[0.0064320234,0.0002284727,0.00039789357,0.0032676978,0.032112237,0.0115223,0.00830335,0.0072644795,0.0006939201],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008615203,0.000020866706,0.00045902247,0.000052074734,0.0000011423565,0.000061176564,0.0046421518,0.0001362832,0.00015431765,0.9845524,0.0018668406,0.008045082],"study_design_scores_gemma":[0.000025271991,0.0001430241,0.002952063,0.00043452415,0.000009534716,0.00085292925,0.021628965,0.002097902,0.00042963264,0.6398521,0.33150724,0.000066888315],"about_ca_topic_score_codex":0.0090521155,"about_ca_topic_score_gemma":0.0071214787,"teacher_disagreement_score":0.010656396,"about_ca_system_score_codex":0.007361315,"about_ca_system_score_gemma":0.0073859165,"threshold_uncertainty_score":0.05341029},"labels":[],"label_agreement":null},{"id":"W1648694084","doi":"10.15353/joci.v8i2.3038","title":"“This is what modern deregulation looks like” : co-optation and contestation in the shaping of the UK’s Open Government Data Initiative","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":127,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Austerity; Government (linguistics); Politics; Deregulation; Civil society; Public administration; Context (archaeology); Political science; Open government; Coalition government; Conservative government; Sociology; Law; Open data; Economics","score_opus":0.35905487503338795,"score_gpt":0.46107285472176623,"score_spread":0.10201797968837828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1648694084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5315968,0.0037599306,0.011403727,0.23704967,0.000956339,0.0001033522,0.000096098745,0.00008553029,0.21494865],"genre_scores_gemma":[0.9913663,0.000257078,0.00047829485,0.0043572444,0.000044652166,0.000030129206,0.0000097059565,0.000038619648,0.0034178721],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.95891726,0.027704654,0.0012307732,0.0027726118,0.004282069,0.005092579],"domain_scores_gemma":[0.97408074,0.017462911,0.0018062948,0.0029865066,0.0021699404,0.0014937298],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.03069416,0.00030496722,0.00048152806,0.0010653462,0.01311023,0.02258058,0.0016417955,0.008475902,0.003897284],"category_scores_gemma":[0.0403826,0.00054129085,0.00055026636,0.001977378,0.074894466,0.022618268,0.012743683,0.008292551,0.0005126929],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006972098,0.00001831031,0.0019181905,0.000076627795,0.000008509556,0.0006532199,0.2951867,0.00020846985,0.0004970913,0.68563527,0.006063865,0.0096641015],"study_design_scores_gemma":[0.000033174285,0.00008420872,0.005296913,0.00050984364,0.000016911095,0.0006850624,0.4181667,0.0005444327,0.00086649315,0.18715902,0.3864623,0.00017488375],"about_ca_topic_score_codex":0.022933196,"about_ca_topic_score_gemma":0.0187313,"teacher_disagreement_score":0.9868898,"about_ca_system_score_codex":0.016733473,"about_ca_system_score_gemma":0.010008386,"threshold_uncertainty_score":0.16232818},"labels":[],"label_agreement":null},{"id":"W1649564521","doi":"10.15353/joci.v3i1.2383","title":"Towards Systems Design for Supporting Enabling Communities","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Knowledge management; Work (physics); Focus (optics); Virtual community; Computer science; Community engagement; Process management; Public relations; Business; Engineering; Political science; World Wide Web; The Internet","score_opus":0.055163209176386216,"score_gpt":0.3000257978974959,"score_spread":0.24486258872110966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1649564521","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023731687,0.0010607477,0.98138094,0.0029844416,0.00017966304,0.00053896627,0.00008363709,0.0005965414,0.010801894],"genre_scores_gemma":[0.04162971,0.0014522333,0.9495019,0.00060409884,0.00011933476,0.0012965698,0.0003313213,0.0001422994,0.0049225707],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99115455,0.004021492,0.00089366955,0.0009414574,0.0025533433,0.00043542474],"domain_scores_gemma":[0.99053955,0.0041942894,0.0005380497,0.0015120272,0.0026602189,0.00055572676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012015069,0.0013311077,0.0011888959,0.0021929813,0.0023345605,0.00942112,0.003578284,0.0051512322,0.0072168596],"category_scores_gemma":[0.017966108,0.0013595284,0.0023586361,0.0017665672,0.0043636165,0.010226415,0.0063869013,0.00502792,0.0023313875],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003082747,0.00010759114,0.00062169204,0.0008561124,0.000092939204,0.00027397566,0.0021875808,0.022272017,0.0027556012,0.9136144,0.0050138524,0.05217339],"study_design_scores_gemma":[0.00010333113,0.0001628277,0.00022235943,0.0006541001,0.00010513799,0.0003722673,0.0013645097,0.08217424,0.0029459442,0.6952864,0.21654165,0.00006727862],"about_ca_topic_score_codex":0.00319894,"about_ca_topic_score_gemma":0.0032426992,"teacher_disagreement_score":0.012015069,"about_ca_system_score_codex":0.00293803,"about_ca_system_score_gemma":0.007119551,"threshold_uncertainty_score":0.063542545},"labels":[],"label_agreement":null},{"id":"W1657530721","doi":"10.15353/joci.v8i1.3060","title":"Roadblocks and Resolutions in the Technological Journey","year":2012,"lang":"ru","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Ethnography; Club; Political science; Art; Anthropology","score_opus":0.05735581123307127,"score_gpt":0.32237927408415196,"score_spread":0.2650234628510807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1657530721","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11761499,0.015686912,0.01712075,0.6897248,0.011835825,0.0003545612,0.00027555972,0.00033274258,0.14705393],"genre_scores_gemma":[0.87012416,0.012539797,0.016255964,0.031511866,0.0025084917,0.000647861,0.00041838226,0.0003179517,0.06567556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9713273,0.015203286,0.0018528611,0.0024393012,0.0043095704,0.004867688],"domain_scores_gemma":[0.9751853,0.0075883637,0.0019521975,0.002157021,0.00485835,0.008258824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021140477,0.0007245316,0.0007196554,0.002990104,0.026442429,0.03209607,0.0032615284,0.010015542,0.012558501],"category_scores_gemma":[0.04454395,0.0008720908,0.0012998916,0.0032823556,0.031345468,0.036898416,0.028054804,0.021769298,0.0029542192],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011379261,0.00019201303,0.0040714825,0.00040338637,0.000028371882,0.0022506628,0.17673673,0.00050003565,0.0004363023,0.6903149,0.06327816,0.061674178],"study_design_scores_gemma":[0.000013640886,0.00004741372,0.0010233105,0.00058670546,0.000008397786,0.0005627413,0.3227048,0.00024000817,0.00017459702,0.12665308,0.54793674,0.000048610043],"about_ca_topic_score_codex":0.0077026486,"about_ca_topic_score_gemma":0.009986262,"teacher_disagreement_score":0.03209607,"about_ca_system_score_codex":0.009711635,"about_ca_system_score_gemma":0.025842026,"threshold_uncertainty_score":0.11180282},"labels":[],"label_agreement":null},{"id":"W1657899746","doi":"10.15353/joci.v9i2.3163","title":"Editorial: Community Informatics for Improving Health","year":2013,"lang":"en","type":"editorial","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health care; Public relations; Health informatics; Informatics; Community health; Health Administration Informatics; Internet privacy; Business; Knowledge management; Computer science; Political science; Economic growth; Economics","score_opus":0.03246994631500796,"score_gpt":0.30241903282917304,"score_spread":0.2699490865141651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1657899746","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000016285796,0.003154663,0.00010523613,0.028519705,0.96649086,0.000027252569,0.000027355343,0.000059178226,0.0015995204],"genre_scores_gemma":[0.0002190919,0.0027636555,0.00007389287,0.013054659,0.9771663,0.000024958865,0.000019979321,0.000031029358,0.006646456],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99136037,0.0012438903,0.00083546963,0.00088922895,0.0050968933,0.0005741623],"domain_scores_gemma":[0.96779346,0.011498542,0.0016111685,0.00096983375,0.011533158,0.0065938663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008810679,0.0058426163,0.005246359,0.005687088,0.0063514765,0.01405119,0.00587549,0.026212888,0.025449023],"category_scores_gemma":[0.032896794,0.0013189228,0.003895187,0.002713549,0.0046590907,0.007165251,0.0026931316,0.026924863,0.020739604],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015063915,0.000013247109,0.000012051442,0.00010396471,0.000008312351,0.0000525205,0.000009431631,0.000017979404,0.000018258637,0.00026874972,0.9962213,0.0032591133],"study_design_scores_gemma":[0.00005585664,0.000028788478,0.00021308962,0.0005112847,0.0000331227,0.0002071889,0.000048868023,0.00017470414,0.000060838065,0.0010940582,0.9975527,0.00001954444],"about_ca_topic_score_codex":0.0025334384,"about_ca_topic_score_gemma":0.006383906,"teacher_disagreement_score":0.026212888,"about_ca_system_score_codex":0.0045799403,"about_ca_system_score_gemma":0.0049885074,"threshold_uncertainty_score":0.0851354},"labels":[],"label_agreement":null},{"id":"W1671506553","doi":"10.15353/joci.v1i3.2037","title":"KiHS: Bridging the Traditional and Virtual Classroom in Canadas First Nation Schools","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Bridging (networking); School education; Pedagogy; Medical education; Sociology; Geography; Medicine; World Wide Web; Computer science","score_opus":0.07384189241703314,"score_gpt":0.2842596099085212,"score_spread":0.21041771749148808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1671506553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8772797,0.00047839014,0.0024943235,0.0049585397,0.00026449162,0.0005449174,0.000587975,0.00072301953,0.11266867],"genre_scores_gemma":[0.9460986,0.00031752873,0.0056805005,0.00048290903,0.000023829876,0.00018618212,0.0003607779,0.00010605464,0.046743732],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983461,0.00037286914,0.000019051513,0.00012855964,0.0003016984,0.0008317705],"domain_scores_gemma":[0.9971938,0.00012698107,0.000050763498,0.000074922486,0.00022702418,0.0023264652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011381828,0.00028499603,0.0002546488,0.00068338314,0.013804358,0.004029415,0.0015208899,0.0007209669,0.014186117],"category_scores_gemma":[0.0021047436,0.00032255118,0.00023012901,0.0011389463,0.0032689716,0.0017255069,0.0071353503,0.0010173804,0.0013014872],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009059576,0.002916184,0.054997165,0.00035438835,0.000025203746,0.0024284378,0.39801475,0.0010355698,0.0039308234,0.017570976,0.13254008,0.3852805],"study_design_scores_gemma":[0.00019515197,0.00046768834,0.08943718,0.0003208534,0.000027945418,0.00029044691,0.47699755,0.0016346405,0.0014382752,0.0023973093,0.42669562,0.000097161144],"about_ca_topic_score_codex":0.8842441,"about_ca_topic_score_gemma":0.97464716,"teacher_disagreement_score":0.115755916,"about_ca_system_score_codex":0.022967834,"about_ca_system_score_gemma":0.067893,"threshold_uncertainty_score":0.23287523},"labels":[],"label_agreement":null},{"id":"W1674757021","doi":"10.15353/joci.v1i3.2036","title":"Report From the Field: The RICTA Meeting Video","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Research Data Management Practices","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Videoconferencing; Field (mathematics); Online video; Telecommunications; Library science; Multimedia; Computer science","score_opus":0.086693132052973,"score_gpt":0.367527620967586,"score_spread":0.28083448891461305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1674757021","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023449464,0.006533116,0.0019893027,0.13140899,0.055127136,0.003358926,0.04599872,0.0029680124,0.7291663],"genre_scores_gemma":[0.046986494,0.00464737,0.0022771254,0.023139866,0.0064818496,0.0015396,0.01613354,0.00095202134,0.8978422],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974246,0.0002159598,0.00008357335,0.00015760948,0.0014591363,0.0006591425],"domain_scores_gemma":[0.98949337,0.00061353314,0.00027781844,0.00042382177,0.0064309738,0.0027605172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002849743,0.000853983,0.0003861626,0.0031998602,0.0058718314,0.005142145,0.0021183507,0.0031505448,0.19203413],"category_scores_gemma":[0.010896904,0.0004549779,0.0006100958,0.0024259975,0.000511695,0.0016673164,0.004688802,0.0045270477,0.0685322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035553912,0.00003597188,0.0005958,0.00013140448,0.0000028818822,0.00023571719,0.0006910188,0.000013159969,0.00031450292,0.0002867454,0.9803832,0.017273948],"study_design_scores_gemma":[0.000010463844,0.000030194082,0.0053765667,0.00014608404,0.000006569517,0.000106889594,0.0056145694,0.00003991016,0.00027480526,0.00011851374,0.9882544,0.00002108003],"about_ca_topic_score_codex":0.1785167,"about_ca_topic_score_gemma":0.25107974,"teacher_disagreement_score":0.19203413,"about_ca_system_score_codex":0.0043203705,"about_ca_system_score_gemma":0.014980647,"threshold_uncertainty_score":0.64241815},"labels":[],"label_agreement":null},{"id":"W1675030685","doi":"10.15353/joci.v11i2.2835","title":"Engaging Academia: Strengthening the Link Between Community and Technology","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Function (biology); Corporate governance; Knowledge management; Public relations; Control (management); Relation (database); Warning system; Political science; Sociology; Business; Computer science; Telecommunications","score_opus":0.11635719865914444,"score_gpt":0.35145221722593223,"score_spread":0.23509501856678777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1675030685","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21741877,0.0051359045,0.10271449,0.17455113,0.0017078565,0.00042757427,0.00005597445,0.00052836153,0.49745992],"genre_scores_gemma":[0.9760265,0.0009870215,0.009472186,0.0039048484,0.0002948331,0.00020017153,0.000029228448,0.000070238944,0.009014999],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.96746117,0.025230635,0.0005033089,0.002336408,0.0022573795,0.0022111607],"domain_scores_gemma":[0.93374884,0.039720528,0.0033161915,0.007779473,0.004865049,0.010569851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.028520552,0.0006802801,0.0006758171,0.0046047657,0.016168233,0.017594323,0.00299525,0.005828864,0.015863582],"category_scores_gemma":[0.04561475,0.0005126411,0.0007473133,0.002111819,0.035175685,0.027669372,0.04847356,0.005655319,0.0017066518],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076397926,0.00043920748,0.0092636105,0.00042513155,0.000054602628,0.0008233166,0.1996689,0.0006124984,0.001534492,0.5887299,0.008736675,0.18963528],"study_design_scores_gemma":[0.00008185011,0.0003342739,0.0037087286,0.00094845705,0.000052241285,0.00037782302,0.13211343,0.001076566,0.00077626266,0.5753891,0.28507772,0.000063614236],"about_ca_topic_score_codex":0.003323633,"about_ca_topic_score_gemma":0.005245396,"teacher_disagreement_score":0.028520552,"about_ca_system_score_codex":0.00486994,"about_ca_system_score_gemma":0.01843235,"threshold_uncertainty_score":0.15083289},"labels":[],"label_agreement":null},{"id":"W1675703028","doi":"10.15353/joci.v11i2.2831","title":"Sensitizing concepts for the next community-oriented technologies: shifting focus from social networking to convivial artifacts","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Affordance; Computer science; Openness to experience; Set (abstract data type); Field (mathematics); Focus (optics); Community network; Human–computer interaction; Data science; Knowledge management; World Wide Web; Psychology; Mathematics","score_opus":0.13390196393139756,"score_gpt":0.3085981863741957,"score_spread":0.17469622244279817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1675703028","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045198657,0.0018939992,0.81468683,0.015472002,0.0004336143,0.00039635936,0.00006181612,0.0003016873,0.12155493],"genre_scores_gemma":[0.78837657,0.00084507564,0.20112108,0.0013948063,0.00011357665,0.00069120916,0.00006160534,0.00020471484,0.0071914294],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98922926,0.007378501,0.00042723917,0.001115818,0.0013581945,0.0004910332],"domain_scores_gemma":[0.98658204,0.007629096,0.0010042388,0.002486366,0.0011317082,0.0011664415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01185096,0.0011782348,0.00050689775,0.0030820786,0.0043760166,0.01101166,0.0022787526,0.0036162075,0.0036427681],"category_scores_gemma":[0.016194802,0.00070774317,0.0011218356,0.0012036344,0.043683324,0.019227209,0.011122989,0.0059430804,0.00053299003],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008201694,0.000011867173,0.00019957658,0.00006706536,0.0000047207327,0.000085297914,0.01890881,0.0002630309,0.0004873691,0.9744693,0.000289546,0.005205249],"study_design_scores_gemma":[0.000025406793,0.00005016934,0.00027238892,0.0003239471,0.00001657299,0.0005374334,0.015041533,0.0023069326,0.0016123233,0.8983643,0.081404775,0.00004428814],"about_ca_topic_score_codex":0.0014999878,"about_ca_topic_score_gemma":0.0012016995,"teacher_disagreement_score":0.01185096,"about_ca_system_score_codex":0.0051544537,"about_ca_system_score_gemma":0.0029630163,"threshold_uncertainty_score":0.06267458},"labels":[],"label_agreement":null},{"id":"W1676983191","doi":"10.15353/joci.v8i1.3075","title":"How Not to Forget Your Next Appointment: Use Technology to Combat the Effects of Aging","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cognition; Gerontology; Psychology; Mental activity; Medicine; Psychiatry","score_opus":0.042782507798470926,"score_gpt":0.32342656959172306,"score_spread":0.28064406179325213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1676983191","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3485915,0.074760534,0.02464975,0.41586086,0.0063979006,0.00029602865,0.00029248066,0.0011439379,0.12800705],"genre_scores_gemma":[0.7898335,0.0906097,0.039854847,0.05434257,0.002895705,0.00030190416,0.0002481386,0.00017602308,0.02173767],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982028,0.0011676818,0.000076395125,0.00008020951,0.0003402608,0.00013265567],"domain_scores_gemma":[0.9966137,0.0017969334,0.00038861387,0.00018392692,0.00035000875,0.0006668895],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033350901,0.00040216706,0.00031923526,0.00084049243,0.0024673282,0.0030747661,0.0007306583,0.0026843192,0.0053632986],"category_scores_gemma":[0.016110182,0.000205168,0.00037723457,0.00057113246,0.0016914312,0.005050211,0.0018933807,0.002057778,0.002701608],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013490034,0.00093484414,0.018456286,0.00092955044,0.00006936641,0.00066417345,0.018310318,0.0001395889,0.0013473919,0.00469371,0.09515216,0.85916764],"study_design_scores_gemma":[0.00021334173,0.0026943074,0.06476399,0.004528467,0.00038215885,0.010118594,0.07512853,0.0014312157,0.002802847,0.037923973,0.79974335,0.0002690678],"about_ca_topic_score_codex":0.0018717127,"about_ca_topic_score_gemma":0.0046822266,"teacher_disagreement_score":0.0053632986,"about_ca_system_score_codex":0.0005165255,"about_ca_system_score_gemma":0.0016282317,"threshold_uncertainty_score":0.017941952},"labels":[],"label_agreement":null},{"id":"W1679488167","doi":"10.15353/joci.v3i2.2378","title":"Surveys of the use of information and communications technologies by community-based organisations","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Monash University","keywords":"Information and Communications Technology; Knowledge management; Through-the-lens metering; Social network analysis; Business; Social media; Public relations; Political science; Lens (geology); Computer science; Engineering; World Wide Web","score_opus":0.08940618365441257,"score_gpt":0.318671918551507,"score_spread":0.22926573489709445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1679488167","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978078,0.00012846998,0.00030057106,0.00010129854,0.000003796325,0.00006222577,0.00021253883,0.0000048573615,0.0013783922],"genre_scores_gemma":[0.998882,0.00014972214,0.0003999732,0.000037561018,0.000007890002,0.00006595937,0.00016630758,0.0000016142511,0.00028896518],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9932429,0.0043548685,0.00042785297,0.00032757307,0.0012986681,0.00034808606],"domain_scores_gemma":[0.94421786,0.025935758,0.0153595125,0.0019168464,0.009189611,0.003380395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005584756,0.00015319107,0.00026594358,0.004027588,0.00072875153,0.0010090581,0.00040789708,0.0006893977,0.0015943138],"category_scores_gemma":[0.029031722,0.00017457346,0.00016736316,0.0026500192,0.00058144814,0.0013220236,0.0014906931,0.00058262143,0.00030580952],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010967585,0.00031354604,0.95166725,0.00017134484,0.00006677589,0.00008459492,0.018060954,0.00018060827,0.0009435136,0.00029385847,0.00068619166,0.027421633],"study_design_scores_gemma":[0.000015222694,0.0007702085,0.9448946,0.00016732744,0.000021941425,0.00022727902,0.04799813,0.001047999,0.0005640154,0.0002835309,0.0039714146,0.000038233367],"about_ca_topic_score_codex":0.004080166,"about_ca_topic_score_gemma":0.0048325597,"teacher_disagreement_score":0.005584756,"about_ca_system_score_codex":0.00046543128,"about_ca_system_score_gemma":0.0006419172,"threshold_uncertainty_score":0.029535413},"labels":[],"label_agreement":null},{"id":"W1681149245","doi":"10.15353/joci.v8i2.3049","title":"Some Observations on the Practice of “Open Data” As Opposed to Its Promise","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Openness to experience; Open data; Institution; Public institution; Data science; Public relations; Political science; Computer science; Psychology; World Wide Web; Social psychology; Law","score_opus":0.2671275814196131,"score_gpt":0.4177097958620387,"score_spread":0.1505822144424256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1681149245","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"reproducibility","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"reproducibility","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0120567065,0.0061999103,0.02325167,0.90551007,0.0015029934,0.000048056838,0.000078973724,0.000080313526,0.051271286],"genre_scores_gemma":[0.69266665,0.015637917,0.029536705,0.24153829,0.009495688,0.0005422761,0.0001481504,0.00055542175,0.009878926],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.89052355,0.06793116,0.005320343,0.010110333,0.022146268,0.003968294],"domain_scores_gemma":[0.65324235,0.27672336,0.016165387,0.025623834,0.024504613,0.0037404858],"candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.11653621,0.0003526601,0.0005887221,0.002384084,0.009467903,0.01695148,0.0035940807,0.00947587,0.003992407],"category_scores_gemma":[0.1974227,0.00075292727,0.0009621955,0.0057037678,0.07642145,0.037230343,0.009123607,0.027220514,0.00091879006],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003196641,0.000027722304,0.0014995142,0.00018118964,0.000011682088,0.000112122,0.01990015,0.00021535257,0.00019073577,0.94530815,0.0204067,0.0121146515],"study_design_scores_gemma":[0.000040791558,0.00008726457,0.0035633715,0.00126764,0.000014589966,0.00036015402,0.034538288,0.0007455914,0.00087715755,0.5757417,0.3826276,0.00013592272],"about_ca_topic_score_codex":0.008151039,"about_ca_topic_score_gemma":0.0063109994,"teacher_disagreement_score":0.9964059,"about_ca_system_score_codex":0.0054796073,"about_ca_system_score_gemma":0.0057317656,"threshold_uncertainty_score":0.61630976},"labels":[],"label_agreement":null},{"id":"W1690651347","doi":"10.15353/joci.v8i3.3032","title":"The Potential And Limits Of Mobile Phone Usage For Development In Africa: Innovation And Top-Down-Meets-Bottom-Up Partnering","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; Grassroots; Order (exchange); Business; Process (computing); Phone; Telecommunications; Springing; Top-down and bottom-up design; Mobile telephony; Marketing; Computer science; Engineering; Political science","score_opus":0.039875977629828994,"score_gpt":0.2828190064455535,"score_spread":0.24294302881572452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1690651347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48345748,0.019309092,0.014949639,0.07125347,0.00013886065,0.00014528426,0.00009386485,0.000060076934,0.41059232],"genre_scores_gemma":[0.9930132,0.0028275698,0.0013075604,0.0005356487,0.000033851582,0.000047470487,0.000006764308,0.000007795449,0.0022201163],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99119395,0.004821131,0.00022961987,0.0004701341,0.001193316,0.0020919442],"domain_scores_gemma":[0.9879281,0.008293612,0.0011136864,0.00045916066,0.0008508673,0.0013546564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075272913,0.00035735234,0.00034618512,0.0016263864,0.004540024,0.011828047,0.0009966248,0.0020782324,0.004577426],"category_scores_gemma":[0.012854923,0.0003407844,0.00028130016,0.0018488748,0.010067047,0.011196356,0.0093699815,0.0022497966,0.0004606002],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014906525,0.00013111677,0.019729642,0.0005926086,0.000022102799,0.0017283128,0.030103931,0.0014235931,0.0025116554,0.7422632,0.0040788995,0.19726586],"study_design_scores_gemma":[0.00005337273,0.00062290987,0.037461795,0.004068964,0.000050745937,0.003157244,0.116554715,0.0061224946,0.0040223314,0.43964055,0.38810426,0.00014069608],"about_ca_topic_score_codex":0.0032254187,"about_ca_topic_score_gemma":0.0030620962,"teacher_disagreement_score":0.011828047,"about_ca_system_score_codex":0.0044820313,"about_ca_system_score_gemma":0.005686918,"threshold_uncertainty_score":0.03980857},"labels":[],"label_agreement":null},{"id":"W1715780376","doi":"10.15353/joci.v1i1.2061","title":"Latin American Community Telecenters: \"It's a long way to TICperary\"","year":2004,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Latin Americans; Information and Communications Technology; Panorama; Virtual community; Face (sociological concept); The Internet; Public relations; Community development; Key (lock); Community organization; Political science; Business; Sociology; World Wide Web; Computer science; Social science","score_opus":0.04168406632045485,"score_gpt":0.2852771052423113,"score_spread":0.24359303892185646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1715780376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.527243,0.019022923,0.0040629073,0.29947376,0.0014179721,0.00014576885,0.00021014127,0.00022473867,0.14819889],"genre_scores_gemma":[0.90425724,0.010962521,0.0021781032,0.04010586,0.0003334968,0.00009765329,0.00014097441,0.00009353729,0.04183059],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9991321,0.00046737955,0.000015280026,0.00006804701,0.00011230628,0.00020499271],"domain_scores_gemma":[0.99889034,0.0003560873,0.00019696147,0.00006194223,0.0002173507,0.00027740785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016680245,0.00028092627,0.00015828855,0.0004615872,0.0070316843,0.0042268946,0.00060987374,0.0017506909,0.006902982],"category_scores_gemma":[0.0026917679,0.00011467939,0.00012889571,0.0013080698,0.0034491955,0.0039538145,0.0029096513,0.0018429199,0.00043028546],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001266538,0.0001199261,0.02174636,0.0008290395,0.000020731362,0.0029959246,0.47379732,0.00010002395,0.00292358,0.09815466,0.13613415,0.2630516],"study_design_scores_gemma":[0.000008389158,0.000032022497,0.009053291,0.00043271785,0.000008900412,0.00075926963,0.4631898,0.00006197821,0.00037048728,0.0033656887,0.52269393,0.000023595949],"about_ca_topic_score_codex":0.022021012,"about_ca_topic_score_gemma":0.05544559,"teacher_disagreement_score":0.022021012,"about_ca_system_score_codex":0.0029862216,"about_ca_system_score_gemma":0.003364543,"threshold_uncertainty_score":0.04378569},"labels":[],"label_agreement":null},{"id":"W1720431007","doi":"10.15353/joci.v9i2.3172","title":"With a little help from my friends: experiences of building a virtual community for children with cancer","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychosocial; Isolation (microbiology); Social isolation; Psychology; Social relationship; Developmental psychology; Social psychology; Psychotherapist","score_opus":0.043437904852807345,"score_gpt":0.3307082703705206,"score_spread":0.28727036551771323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1720431007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.985263,0.0010668995,0.00079373794,0.0036444664,0.000212562,0.0001683222,0.000117623546,0.00006918452,0.008664208],"genre_scores_gemma":[0.993212,0.0011097458,0.0017010716,0.00073200243,0.000060902286,0.00016176153,0.00008604422,0.00004911834,0.0028873724],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9944596,0.00358674,0.00011549426,0.00026367835,0.00048753733,0.0010869334],"domain_scores_gemma":[0.9942694,0.0019079612,0.00055523723,0.00020476824,0.0002560939,0.0028064316],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045007723,0.0012041768,0.0008537853,0.0011102055,0.01353043,0.004634715,0.0021954307,0.002004908,0.003445475],"category_scores_gemma":[0.009362336,0.0007235776,0.0009971214,0.00079164887,0.0083567705,0.00474368,0.012965899,0.0052503124,0.00047981009],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008631571,0.00028575698,0.007054857,0.0003007558,0.000033327025,0.0032470326,0.97099775,0.00010901676,0.0005099467,0.0009865798,0.0043110712,0.012077635],"study_design_scores_gemma":[0.000028190685,0.00035518972,0.006051599,0.00019200347,0.000043233405,0.0031414255,0.95178527,0.00013564152,0.00035592294,0.00038852685,0.037461493,0.00006155803],"about_ca_topic_score_codex":0.0065239053,"about_ca_topic_score_gemma":0.022018557,"teacher_disagreement_score":0.01353043,"about_ca_system_score_codex":0.0027671247,"about_ca_system_score_gemma":0.0024664386,"threshold_uncertainty_score":0.023802638},"labels":[],"label_agreement":null},{"id":"W1736325055","doi":"10.15353/joci.v11i1.2847","title":"Users and Uses of Internet Access Points in Bangladesh: A Case Study of Community Information Centers (CICs)","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Entertainment; The Internet; Government (linguistics); Internet privacy; Health information; Business; World Wide Web; Public relations; Advertising; Sociology; Health care; Computer science; Political science","score_opus":0.11492202139308973,"score_gpt":0.3314461490265626,"score_spread":0.2165241276334729,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1736325055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980661,0.00004439882,0.000061878956,0.00011932077,0.0000012928637,0.000027809387,0.00005675793,0.000002008045,0.0016203716],"genre_scores_gemma":[0.9982128,0.00029685392,0.00018555079,0.00006077339,0.0000029554858,0.000033143573,0.00004298806,0.0000025563038,0.0011623875],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99871325,0.0005864027,0.00008354243,0.000110964254,0.0002212203,0.00028461003],"domain_scores_gemma":[0.9977102,0.0011466708,0.00037483894,0.00010866497,0.00027058128,0.0003889235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000994457,0.00034307604,0.0003629703,0.001612328,0.004703836,0.001625812,0.0006090884,0.0015082906,0.0035147585],"category_scores_gemma":[0.0026869453,0.0004345354,0.00022969388,0.0030556805,0.0015460411,0.0017766478,0.0014922937,0.00090236194,0.0006436381],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020615746,0.00092891126,0.41239744,0.0003499852,0.000032174663,0.019997513,0.5338674,0.00027645356,0.003053781,0.0016266622,0.0013278506,0.025935618],"study_design_scores_gemma":[0.000014542042,0.0006363878,0.12309232,0.00010053463,0.000029793264,0.0053688805,0.8624743,0.0005158567,0.0006486693,0.00017308681,0.0068936236,0.000052003008],"about_ca_topic_score_codex":0.032799065,"about_ca_topic_score_gemma":0.054828867,"teacher_disagreement_score":0.032799065,"about_ca_system_score_codex":0.0021934249,"about_ca_system_score_gemma":0.0010534037,"threshold_uncertainty_score":0.0652163},"labels":[],"label_agreement":null},{"id":"W1758984287","doi":"10.15353/joci.v9i2.3176","title":"Perceived Benefits Of Remote Data Capturing In Community Home-Based Care: The Caregivers’ Perspective","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Data collection; Work (physics); Resource (disambiguation); Nursing; Point (geometry); Psychology; Medicine; Sociology; Computer science; Engineering","score_opus":0.06372435210081262,"score_gpt":0.3193963053793007,"score_spread":0.2556719532784881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1758984287","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911731,0.0006405352,0.00041974086,0.0030520288,0.000024111929,0.000016599646,0.000029111901,0.0000039679144,0.0046408465],"genre_scores_gemma":[0.99905354,0.00030674532,0.00017460811,0.00020675987,0.0000081756625,0.0000072562198,0.00000843032,0.000001152192,0.00023336618],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99538815,0.0030931728,0.00022057758,0.00013851735,0.0006209818,0.0005386535],"domain_scores_gemma":[0.98918086,0.005608445,0.0017119192,0.00023826992,0.0015637057,0.0016967456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006421884,0.00027217017,0.0003071715,0.0008386188,0.0025967627,0.0027202389,0.00043026783,0.0007916892,0.0019607553],"category_scores_gemma":[0.016419211,0.00025203408,0.0004057515,0.0006357269,0.002442391,0.0018311196,0.0028185546,0.0012610027,0.00016696469],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032332807,0.00057388196,0.27090123,0.00061677885,0.0001545509,0.0034367864,0.6550268,0.00041370362,0.00244628,0.0040853247,0.003085386,0.058935918],"study_design_scores_gemma":[0.000023373468,0.0004075097,0.09544799,0.00038249738,0.000063788604,0.0020526943,0.89179575,0.00039081406,0.0004964482,0.0008901807,0.008004837,0.000044053],"about_ca_topic_score_codex":0.006138217,"about_ca_topic_score_gemma":0.009116518,"teacher_disagreement_score":0.006421884,"about_ca_system_score_codex":0.0013434668,"about_ca_system_score_gemma":0.0016432843,"threshold_uncertainty_score":0.033962548},"labels":[],"label_agreement":null},{"id":"W1764416848","doi":"10.15353/joci.v12i3.3278","title":"Urban Data in the primary classroom: bringing data literacy to the UK curriculum","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Curriculum; Context (archaeology); Everyday life; Computer science; Premise; Narrative; Mathematics education; Qualitative property; Literacy; Data science; Pedagogy; Multimedia; Psychology; Geography","score_opus":0.06207645175822331,"score_gpt":0.3415265119577447,"score_spread":0.2794500601995214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1764416848","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61293286,0.010691868,0.027611675,0.14092858,0.0029501717,0.0012873218,0.0016785135,0.0013430708,0.20057599],"genre_scores_gemma":[0.88204587,0.00974617,0.044063304,0.007922877,0.0004359856,0.0009761248,0.0014893637,0.00028160823,0.053038742],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99622583,0.0011508705,0.0003451199,0.00058635697,0.0008953966,0.0007964361],"domain_scores_gemma":[0.98871595,0.002815884,0.00048968464,0.0009808878,0.001567884,0.0054297387],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005663001,0.0003409274,0.00051226106,0.0017474215,0.0031154614,0.007965287,0.0013992884,0.0017881307,0.011945599],"category_scores_gemma":[0.01373261,0.0005283376,0.00038241,0.0015400999,0.0029153328,0.005443713,0.010054206,0.0030484349,0.0031377547],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016355181,0.0017305043,0.037452683,0.0017711298,0.0000131912975,0.0021800234,0.16691838,0.00029405652,0.0043696063,0.02182914,0.12733997,0.63593775],"study_design_scores_gemma":[0.00007857448,0.0006723475,0.05230233,0.0026089218,0.000013354609,0.0009016641,0.08915591,0.00047580557,0.002249028,0.014024397,0.83744913,0.00006855826],"about_ca_topic_score_codex":0.011868886,"about_ca_topic_score_gemma":0.024184046,"teacher_disagreement_score":0.011945599,"about_ca_system_score_codex":0.004594191,"about_ca_system_score_gemma":0.0131515125,"threshold_uncertainty_score":0.039962053},"labels":[],"label_agreement":null},{"id":"W1769211578","doi":"10.15353/joci.v2i2.2078","title":"Digital Inclusion without Social Inclusion: The Consumption of Information and Communication Technologies (ICTs) in Homeless Subculture in Central Scotland","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mainstream; ICTS; Inclusion (mineral); Digital inclusion; Information and Communications Technology; Subculture (biology); The Internet; Sociology; Consumption (sociology); Digital divide; Social exclusion; Internet privacy; Public relations; Social science; Political science; World Wide Web; Computer science; Law","score_opus":0.020126462313988455,"score_gpt":0.29472958079394707,"score_spread":0.2746031184799586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1769211578","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9986639,0.00007668406,0.0000309758,0.00019115287,0.000006780946,0.000014295671,0.000010764727,0.0000018513146,0.0010035433],"genre_scores_gemma":[0.99927694,0.00008791161,0.00003070763,0.00011301248,0.0000040991445,0.000009360369,0.0000074642035,0.0000018129039,0.00046881096],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9974245,0.00077145686,0.00010927059,0.00013489822,0.00040621276,0.0011537361],"domain_scores_gemma":[0.99635017,0.0010670585,0.0007289407,0.00021047438,0.0006271176,0.0010162411],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018981628,0.00033820618,0.0007523334,0.0030559667,0.01051588,0.0054223663,0.001113725,0.00087798806,0.0029904894],"category_scores_gemma":[0.004465369,0.00041203757,0.00042020832,0.0027773334,0.008234115,0.002214755,0.0063851103,0.0013173305,0.00022750124],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002279563,0.00038437394,0.104009174,0.00015891074,0.000021365422,0.0030416383,0.8734639,0.00002743686,0.0013624574,0.0013257081,0.00063373055,0.01534329],"study_design_scores_gemma":[0.00001026555,0.000235649,0.07011265,0.000050647548,0.000014255065,0.00029685907,0.925481,0.000040360417,0.00018778387,0.00017729765,0.0033752038,0.000017997885],"about_ca_topic_score_codex":0.2402627,"about_ca_topic_score_gemma":0.32697335,"teacher_disagreement_score":0.2402627,"about_ca_system_score_codex":0.006436005,"about_ca_system_score_gemma":0.0059909066,"threshold_uncertainty_score":0.47772843},"labels":[],"label_agreement":null},{"id":"W1784000528","doi":"10.15353/joci.v11i1.2851","title":"Influences and Experiences of Using Digital Devices in Laterlife","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Relevance (law); Mobile device; Qualitative research; Psychology; Multimedia; Computer science; Human–computer interaction; Internet privacy; Sociology; World Wide Web; Political science; Social science","score_opus":0.07074468755648829,"score_gpt":0.339558161918071,"score_spread":0.2688134743615827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1784000528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99494725,0.0008717961,0.0003312583,0.0005411691,0.000030174084,0.000016812292,0.000040955976,0.000006671924,0.003214005],"genre_scores_gemma":[0.9983059,0.00054457795,0.00014240637,0.00015269336,0.000009735747,0.000012999931,0.000019450365,0.0000048150555,0.00080731505],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9965461,0.0021194983,0.0001914758,0.00022113195,0.00037983508,0.0005420258],"domain_scores_gemma":[0.9921623,0.0042711403,0.0010800927,0.00024017617,0.0006592099,0.0015870234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004202312,0.00043531737,0.00048317065,0.0016154821,0.0043547857,0.00406164,0.0006298841,0.00112869,0.002363289],"category_scores_gemma":[0.00899123,0.00048203667,0.00045365986,0.0007485796,0.005269321,0.0031583854,0.0060792305,0.0017902307,0.00027015133],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000078887686,0.000106605126,0.036063615,0.00014085023,0.000021480995,0.0008125981,0.95372236,0.000025227657,0.0007169061,0.0009937895,0.00032175618,0.006995934],"study_design_scores_gemma":[0.000008649883,0.00018354807,0.030286385,0.00016470552,0.000026654801,0.0008166296,0.95683664,0.00005923024,0.0003039092,0.00022330268,0.011057152,0.00003308372],"about_ca_topic_score_codex":0.010777016,"about_ca_topic_score_gemma":0.016338035,"teacher_disagreement_score":0.010777016,"about_ca_system_score_codex":0.0013506912,"about_ca_system_score_gemma":0.0010583481,"threshold_uncertainty_score":0.022224188},"labels":[],"label_agreement":null},{"id":"W1789836563","doi":"10.15353/joci.v3i3.2371","title":"Políticas y clivajes: algunas ideas a propósito de una revisión de políticas","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Public Policy and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Latin Americans; Political science; Humanities; Philosophy; Law","score_opus":0.035886142966300334,"score_gpt":0.38521117302064495,"score_spread":0.3493250300543446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1789836563","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070031113,0.023344256,0.01387511,0.84665775,0.019213237,0.0001007727,0.000118105345,0.00015126099,0.089536406],"genre_scores_gemma":[0.521154,0.028668769,0.026632842,0.2892127,0.02475206,0.00063744263,0.00016650543,0.0004913888,0.10828434],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9789034,0.009877153,0.001006416,0.0020064167,0.005851707,0.0023548657],"domain_scores_gemma":[0.9784486,0.010200486,0.0012521411,0.0018732877,0.0071517196,0.0010738363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03163105,0.00093325647,0.00092821283,0.0038031808,0.0099827405,0.02707473,0.002639606,0.013324997,0.004100669],"category_scores_gemma":[0.034947965,0.00059765624,0.001277149,0.0034135284,0.03875884,0.014186524,0.0049612587,0.021582311,0.0010961451],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032388227,0.00001961192,0.00026817067,0.00019340789,0.000017299602,0.0001525841,0.009147079,0.00013933159,0.00022770965,0.92412376,0.051150765,0.014527804],"study_design_scores_gemma":[0.000028160712,0.000021413183,0.0005685852,0.0007753038,0.000038028436,0.0001817016,0.0070916982,0.00033220532,0.0004106241,0.19523996,0.7952536,0.00005863065],"about_ca_topic_score_codex":0.022645678,"about_ca_topic_score_gemma":0.023525061,"teacher_disagreement_score":0.03163105,"about_ca_system_score_codex":0.014207759,"about_ca_system_score_gemma":0.016413152,"threshold_uncertainty_score":0.167283},"labels":[],"label_agreement":null},{"id":"W1801643054","doi":"10.15353/joci.v8i2.3035","title":"The Promises and Perils of Open Government Data (OGD)","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":104,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Open government; Open data; Business; Government (linguistics); Computer science; World Wide Web; Philosophy; Linguistics","score_opus":0.12880960777113112,"score_gpt":0.3771676127271242,"score_spread":0.24835800495599306,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1801643054","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013582793,0.028329412,0.00451165,0.6570442,0.29075035,0.000015242046,0.00006390593,0.000075813274,0.01785115],"genre_scores_gemma":[0.06333836,0.069794945,0.008933492,0.17915526,0.6411651,0.00007073096,0.00015315699,0.00042887017,0.0369601],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9846771,0.005451015,0.0009466633,0.0012494193,0.006649936,0.0010257799],"domain_scores_gemma":[0.9315514,0.0521207,0.0019416889,0.0027080153,0.008336952,0.003341259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015957339,0.00047871892,0.00089754845,0.002361673,0.005283308,0.023994898,0.0014707168,0.0075827935,0.0040055877],"category_scores_gemma":[0.052463047,0.0004495815,0.0007950788,0.0024625466,0.010089929,0.02102693,0.006736277,0.017670061,0.0012344674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003796403,0.00001765973,0.00037029973,0.00033414765,0.000020287607,0.00020446737,0.0021721013,0.00020815124,0.00019190572,0.24127577,0.6968326,0.058334675],"study_design_scores_gemma":[0.00000511164,0.000015078088,0.00019662618,0.0004496489,0.000010781981,0.00016072988,0.0013877655,0.00027782944,0.00013961898,0.07867784,0.91865265,0.000026428139],"about_ca_topic_score_codex":0.0013653707,"about_ca_topic_score_gemma":0.0026599702,"teacher_disagreement_score":0.023994898,"about_ca_system_score_codex":0.003237326,"about_ca_system_score_gemma":0.004742104,"threshold_uncertainty_score":0.084391475},"labels":[],"label_agreement":null},{"id":"W1812087053","doi":"10.15353/joci.v12i1.3213","title":"Trajectories to community engagement: Understanding older people’s experiences of engagement with online and local communities","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Appeal; The Internet; Community engagement; Older people; Public relations; Online community; Sociology; Psychology; Internet privacy; Political science; Gerontology; World Wide Web; Computer science; Medicine","score_opus":0.09286091898627465,"score_gpt":0.31575548514514046,"score_spread":0.22289456615886583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1812087053","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99564064,0.00038695478,0.00050384545,0.0005978855,0.000009079664,0.000028262319,0.00008832325,0.0000055169035,0.002739598],"genre_scores_gemma":[0.99840444,0.00039128176,0.00027521988,0.00005386295,0.0000026934454,0.000028707078,0.00007743272,0.000003876346,0.0007624867],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99911076,0.00042777258,0.00005852902,0.00009002724,0.00011145958,0.00020144515],"domain_scores_gemma":[0.99708945,0.001057788,0.00053202844,0.00012751264,0.0004895154,0.0007038361],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027072076,0.000261433,0.0003275125,0.0016323591,0.0029712273,0.004125232,0.0006107329,0.0009588918,0.0026866358],"category_scores_gemma":[0.007871108,0.00026793178,0.00033371945,0.00094691914,0.0021728177,0.005358554,0.0059503806,0.0012417666,0.0002940051],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000758712,0.000066486384,0.07762074,0.00009711167,0.00001777037,0.00052572216,0.9071949,0.00007371721,0.00035999113,0.0016465146,0.00038742926,0.011933804],"study_design_scores_gemma":[0.000003393921,0.00009642695,0.067704186,0.00013968917,0.000010155536,0.0002435263,0.9245228,0.00014250042,0.00011871786,0.0016079398,0.0053910273,0.000019506559],"about_ca_topic_score_codex":0.029797904,"about_ca_topic_score_gemma":0.052998487,"teacher_disagreement_score":0.029797904,"about_ca_system_score_codex":0.001711977,"about_ca_system_score_gemma":0.0015420957,"threshold_uncertainty_score":0.059248924},"labels":[],"label_agreement":null},{"id":"W1815923020","doi":"10.15353/joci.v1i1.2059","title":"Social Appropriation of Internet Technology: a South African platform","year":2004,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Appropriation; Public relations; Agency (philosophy); The Internet; Summit; Political science; Government (linguistics); Empowerment; Community engagement; Sociology; Social science","score_opus":0.056938252584573044,"score_gpt":0.3071038043231855,"score_spread":0.2501655517386125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1815923020","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7270547,0.0050813938,0.004278077,0.027551534,0.00025613417,0.00027430276,0.000083295075,0.00004509858,0.23537551],"genre_scores_gemma":[0.9684598,0.0042464617,0.0031870357,0.0008259759,0.000050805415,0.00012642592,0.000029451405,0.000029596466,0.023044394],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99901426,0.0005297566,0.00003072176,0.00004757472,0.0001647212,0.00021290318],"domain_scores_gemma":[0.9987424,0.0006572033,0.00013443403,0.00009157661,0.0000829632,0.0002913948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022488763,0.00024323935,0.00017903598,0.0015328774,0.0077659762,0.006394256,0.0004112992,0.0012827012,0.006463989],"category_scores_gemma":[0.0021008784,0.0002628897,0.00016907735,0.0020612217,0.0040996997,0.0066993088,0.00794864,0.0014630355,0.00059484463],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010792438,0.00026593692,0.0062897014,0.00077939336,0.000016708236,0.004633592,0.57764137,0.00016567267,0.008984479,0.26014435,0.007626465,0.13334438],"study_design_scores_gemma":[0.000023561313,0.00013090462,0.013080308,0.0011700154,0.000024880936,0.0017229543,0.366286,0.000693484,0.0023708637,0.024203412,0.59025407,0.000039437535],"about_ca_topic_score_codex":0.0032757607,"about_ca_topic_score_gemma":0.0068199,"teacher_disagreement_score":0.0077659762,"about_ca_system_score_codex":0.0020566676,"about_ca_system_score_gemma":0.004407091,"threshold_uncertainty_score":0.021624148},"labels":[],"label_agreement":null},{"id":"W1819653205","doi":"10.15353/joci.v6i3.2540","title":"ICTs Meanings and Practices: Contributions from the Social Representation Approach","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Representations and Identity","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Dialogical self; ICTS; Social representation; Representation (politics); Sociology; Informatics; Information and Communications Technology; Knowledge management; Epistemology; Data science; Computer science; Social science; Social psychology; Political science; Psychology; World Wide Web","score_opus":0.16836254359690409,"score_gpt":0.4221094174382719,"score_spread":0.25374687384136785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1819653205","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14460592,0.02325398,0.198435,0.07043645,0.001021142,0.0002064276,0.00011517006,0.0001765662,0.56174934],"genre_scores_gemma":[0.9746166,0.0047649574,0.01490178,0.0010023089,0.00037196686,0.0001321554,0.000043149626,0.00008252457,0.0040845713],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9856747,0.010610095,0.00036979225,0.0008352696,0.0017452197,0.00076492224],"domain_scores_gemma":[0.98407733,0.011897017,0.0011286315,0.0013710572,0.00071097224,0.000814847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0124981,0.00096875365,0.0007817474,0.0072237197,0.006392481,0.01810164,0.0020574823,0.005071171,0.004130267],"category_scores_gemma":[0.015054623,0.00059478456,0.0008046037,0.004908528,0.060029108,0.025092606,0.0153217055,0.00447723,0.00044448563],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001133871,0.000023784154,0.0005852542,0.00009779414,0.000008966459,0.00009233391,0.058155242,0.00022119419,0.00007380974,0.9300861,0.00046554703,0.010178637],"study_design_scores_gemma":[0.0000137842635,0.000025838126,0.0008720843,0.00040197102,0.000015082462,0.00025184057,0.054975815,0.0012456621,0.00015828316,0.895161,0.046851404,0.000027360757],"about_ca_topic_score_codex":0.0032934037,"about_ca_topic_score_gemma":0.002631783,"teacher_disagreement_score":0.01810164,"about_ca_system_score_codex":0.0064762067,"about_ca_system_score_gemma":0.0043426068,"threshold_uncertainty_score":0.06609702},"labels":[],"label_agreement":null},{"id":"W1823128834","doi":"10.15353/joci.v10i1.2676","title":"Emergent digital activism: The generational/technological connection","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Persona; Humanities; Sociology; Social activism; Political science; Politics; Political activism; Art","score_opus":0.0588471746666131,"score_gpt":0.3194111509812334,"score_spread":0.2605639763146203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1823128834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5559619,0.0051691527,0.057061866,0.00851233,0.000348829,0.00033191807,0.00025437793,0.0001102417,0.3722494],"genre_scores_gemma":[0.9887772,0.0015217466,0.0033229191,0.00021285987,0.00007496437,0.00009226063,0.00006768825,0.000025345118,0.0059050065],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988281,0.0005357235,0.00005214505,0.0001855478,0.00020983635,0.00018870662],"domain_scores_gemma":[0.99769527,0.0012574403,0.00030810403,0.00033573096,0.00018542098,0.00021801807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018804873,0.00022383385,0.00018223502,0.0014932937,0.0011129206,0.004279322,0.0005400883,0.00058156706,0.0054936884],"category_scores_gemma":[0.0034349668,0.00019635107,0.00025439955,0.000895651,0.0046475977,0.0037819815,0.0044377237,0.0009147208,0.00036596158],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007569187,0.00011588771,0.05528915,0.00039374077,0.00003974207,0.0020653398,0.09565589,0.00080040144,0.002908557,0.7231488,0.0014131436,0.118093625],"study_design_scores_gemma":[0.000034096094,0.00021336885,0.069809265,0.00054689136,0.00007367567,0.0039572995,0.1466172,0.0026308633,0.0019621484,0.48215002,0.2919259,0.00007936007],"about_ca_topic_score_codex":0.00057832565,"about_ca_topic_score_gemma":0.0007673911,"teacher_disagreement_score":0.0054936884,"about_ca_system_score_codex":0.0009706851,"about_ca_system_score_gemma":0.0005908163,"threshold_uncertainty_score":0.018378258},"labels":[],"label_agreement":null},{"id":"W1825626758","doi":"10.15353/joci.v11i3.2764","title":"Reflective evaluation of civil society development: A case study of RLabs Cape Town, South Africa","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Grassroots; Ethos; Cape; Civil society; Narrative; Community organizing; Sociology; Community development; Period (music); Leadership development; Ethnography; Political science; Gender studies; Public relations; Law; Anthropology; Aesthetics","score_opus":0.2563546326031479,"score_gpt":0.3355041539407042,"score_spread":0.07914952133755632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1825626758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9830919,0.00024542055,0.0014450527,0.0019439338,0.0000271464,0.0003440699,0.000033945038,0.000012631666,0.012855948],"genre_scores_gemma":[0.9917892,0.0003724988,0.0012352363,0.00018843476,0.000010179957,0.00011788528,0.000017155242,0.000016647296,0.0062527377],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99451965,0.0037840134,0.00012605665,0.00033246324,0.00038766421,0.0008502038],"domain_scores_gemma":[0.9917646,0.004332194,0.0009213083,0.00043620222,0.0006318975,0.0019136523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005660464,0.00068507827,0.00039557065,0.0016820689,0.015315585,0.0041215173,0.0016600855,0.0015816996,0.0058071716],"category_scores_gemma":[0.013902947,0.00054457155,0.00026015544,0.0016891806,0.0070953774,0.002861979,0.0052109347,0.00208327,0.0004971452],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006690911,0.00040284978,0.0074126013,0.00020665905,0.000011281033,0.015700173,0.94862086,0.00023131169,0.0010838435,0.004003528,0.0011975403,0.02106243],"study_design_scores_gemma":[0.000011365788,0.0001983665,0.007213097,0.00017371903,0.0000074815975,0.0016596317,0.9652707,0.0002616673,0.000521258,0.0007631619,0.02389925,0.000020288044],"about_ca_topic_score_codex":0.02574866,"about_ca_topic_score_gemma":0.07509494,"teacher_disagreement_score":0.02574866,"about_ca_system_score_codex":0.0073825163,"about_ca_system_score_gemma":0.0067304224,"threshold_uncertainty_score":0.05356413},"labels":[],"label_agreement":null},{"id":"W1828795704","doi":"10.15353/joci.v4i2.2959","title":"Visualisation Techniques For Facilitating Stakeholder Decision Making In Urban Planning","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Public participation GIS; Participatory GIS; Public participation; Stakeholder; Citizen journalism; Context (archaeology); Participatory planning; Knowledge management; USable; Visualization; Urban planning; Computer science; Diversity (politics); Data science; Geographic information system; Environmental planning; Sociology; World Wide Web; Public relations; Geography; Engineering; GIS and public health; Political science; Civil engineering","score_opus":0.17889078703931374,"score_gpt":0.3949214608335347,"score_spread":0.21603067379422095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1828795704","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012896155,0.0017852832,0.9634465,0.0018563892,0.0001659058,0.0003323541,0.00040096554,0.0040600784,0.015056386],"genre_scores_gemma":[0.105535835,0.0021845398,0.88790804,0.00014805741,0.00007273279,0.00071917695,0.00035941618,0.0006519909,0.0024201043],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9922312,0.0061926413,0.0003218304,0.0002323451,0.0008686711,0.0001533749],"domain_scores_gemma":[0.9757085,0.020974206,0.00062816695,0.001476774,0.0009439639,0.00026828793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008910184,0.001374582,0.00073949824,0.004782375,0.0013654421,0.0063622985,0.0014263089,0.0018168342,0.009690682],"category_scores_gemma":[0.02846311,0.0009735962,0.0011109757,0.005946848,0.0018317323,0.006519608,0.005263441,0.002303359,0.001489426],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004966237,0.00018009252,0.0017833124,0.0031123785,0.00016933784,0.0014131971,0.0739229,0.03269598,0.01659405,0.27348042,0.028947335,0.56720436],"study_design_scores_gemma":[0.0003507868,0.00024594448,0.002468748,0.002369988,0.00018368955,0.0021334419,0.018220654,0.10476229,0.012810821,0.39466533,0.4614009,0.00038731445],"about_ca_topic_score_codex":0.0017224303,"about_ca_topic_score_gemma":0.0025892952,"teacher_disagreement_score":0.009690682,"about_ca_system_score_codex":0.0007617177,"about_ca_system_score_gemma":0.0012810268,"threshold_uncertainty_score":0.04712212},"labels":[],"label_agreement":null},{"id":"W1831046408","doi":"10.15353/joci.v3i2.2379","title":"Internet Cafés in Asia and Africa Venues for Education and Learning?","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tanzania; The Internet; Competence (human resources); Developing country; Digital divide; Business; Internet access; Economic growth; Political science; Sociology; World Wide Web; Psychology; Socioeconomics; Computer science; Economics","score_opus":0.02325940587900166,"score_gpt":0.27900641924005304,"score_spread":0.2557470133610514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1831046408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794683,0.0014620988,0.00011421466,0.0013545402,0.000028496317,0.000017559487,0.00010526986,0.000010123166,0.017439464],"genre_scores_gemma":[0.9971927,0.00076970767,0.00016055585,0.00008044134,0.000007934826,0.000007897816,0.000020885991,0.000003215948,0.0017566949],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9996866,0.00013471277,0.000009383677,0.000020317493,0.000028386887,0.00012056162],"domain_scores_gemma":[0.9983266,0.00042094992,0.00046789012,0.00005218437,0.00012349444,0.0006088071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065189705,0.00014644246,0.00014038611,0.00076214323,0.001251256,0.0014439828,0.00023461047,0.00031835324,0.009734156],"category_scores_gemma":[0.001278962,0.00012278916,0.000079755715,0.0008699222,0.0006577336,0.0014443088,0.0009014631,0.00041316365,0.00044447038],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005486357,0.00073143444,0.6264725,0.0011451275,0.000048187372,0.00410699,0.090235084,0.00022729445,0.0051756953,0.017705442,0.012280408,0.24132332],"study_design_scores_gemma":[0.00004174623,0.00040517104,0.6350897,0.0010452992,0.000030316967,0.0018967795,0.2510511,0.00034526407,0.0009263285,0.0007114495,0.10841925,0.000037661557],"about_ca_topic_score_codex":0.0050553097,"about_ca_topic_score_gemma":0.013942868,"teacher_disagreement_score":0.009734156,"about_ca_system_score_codex":0.00044071928,"about_ca_system_score_gemma":0.0008327585,"threshold_uncertainty_score":0.032563984},"labels":[],"label_agreement":null},{"id":"W1832429101","doi":"10.15353/joci.v2i2.2082","title":"The Learning Community as a Local Development Strategy","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Group cohesiveness; The Internet; Character (mathematics); Quality (philosophy); Knowledge management; Phenomenon; Local community; Online community; Sociology; Public relations; Business; Computer science; Psychology; Political science; World Wide Web; Social psychology; Epistemology","score_opus":0.03838865281566957,"score_gpt":0.2417204745756338,"score_spread":0.20333182175996423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1832429101","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039524995,0.0010691584,0.05528788,0.015751135,0.00016155139,0.00026898834,0.000050905957,0.00030571508,0.8875796],"genre_scores_gemma":[0.88569504,0.0005668115,0.01330875,0.0010327154,0.00009545151,0.00030313173,0.000047318215,0.00010749438,0.09884326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99656916,0.0020227758,0.0000728746,0.00039995788,0.0004473333,0.00048800113],"domain_scores_gemma":[0.9962851,0.0010742344,0.00026044418,0.00042305217,0.00064946915,0.0013077378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003370227,0.00030170658,0.00030019134,0.002380923,0.0056558843,0.00945088,0.0015615544,0.0021983269,0.016983645],"category_scores_gemma":[0.005990387,0.00021988376,0.0003582776,0.0015297127,0.013981292,0.008483162,0.00958056,0.0017780344,0.0020938076],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000064361648,0.0000269571,0.0002561368,0.00003955196,0.000004395844,0.0001403736,0.002908811,0.0006618166,0.00011988482,0.9748503,0.0033943325,0.017590983],"study_design_scores_gemma":[0.00004276999,0.000077030265,0.00044946035,0.00014830934,0.000014305249,0.00022451907,0.008473269,0.0051924866,0.00045866315,0.68333095,0.30156672,0.000021515227],"about_ca_topic_score_codex":0.003262831,"about_ca_topic_score_gemma":0.004495701,"teacher_disagreement_score":0.016983645,"about_ca_system_score_codex":0.0054868725,"about_ca_system_score_gemma":0.006453004,"threshold_uncertainty_score":0.056815982},"labels":[],"label_agreement":null},{"id":"W1833151070","doi":"10.15353/joci.v2i3.2073","title":"Rethinking telecentre sustainability approaches","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Government (linguistics); Strengths and weaknesses; Aside; Key (lock); Inclusion (mineral); Social capital; Business; Political science; Economic growth; Public relations; Economics; Sociology; Computer science; Social science","score_opus":0.11038255799588909,"score_gpt":0.2706229159804867,"score_spread":0.16024035798459763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1833151070","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05690383,0.027908511,0.17073233,0.17851405,0.0038419208,0.00034800504,0.00014497853,0.0006370653,0.5609693],"genre_scores_gemma":[0.8806086,0.013781945,0.05754242,0.015724871,0.00095706666,0.00042894002,0.000102933234,0.0003302828,0.030522952],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.97248966,0.019325344,0.0008531961,0.0016256147,0.0041176877,0.0015884661],"domain_scores_gemma":[0.9784837,0.012925255,0.0008929697,0.0015008365,0.0047344947,0.0014628044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019030659,0.00074892706,0.00046953454,0.005863698,0.008218426,0.02179482,0.004430064,0.008758448,0.007794962],"category_scores_gemma":[0.017272562,0.00045955248,0.0008908543,0.0068117143,0.021441244,0.023127768,0.01927057,0.006604112,0.001399477],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025550155,0.00010813702,0.0013294923,0.00056601415,0.000039045215,0.00034350945,0.016682561,0.0019615195,0.0003291421,0.8853893,0.011640286,0.08158534],"study_design_scores_gemma":[0.000026390306,0.00006737773,0.0010024864,0.0012756105,0.000037431717,0.00032620702,0.03382436,0.0018000592,0.00070965715,0.38809612,0.57277995,0.00005430345],"about_ca_topic_score_codex":0.0054411897,"about_ca_topic_score_gemma":0.009041433,"teacher_disagreement_score":0.02179482,"about_ca_system_score_codex":0.016298158,"about_ca_system_score_gemma":0.010828787,"threshold_uncertainty_score":0.11825198},"labels":[],"label_agreement":null},{"id":"W1839736413","doi":"10.15353/joci.v2i3.2071","title":"Social Impact and Diffusion of Telecenter Use: A Study from the Sustainable Access in Rural India Project","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":108,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Socioeconomic status; Sustainability; Economic growth; Rural area; Inequality; Socioeconomics; Geography; Demographic economics; Economics; Political science; Sociology; Population","score_opus":0.04808858391041272,"score_gpt":0.35895144683355124,"score_spread":0.3108628629231385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1839736413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9992667,0.000019554474,0.00002761718,0.000092706316,0.0000012974853,0.000014537612,0.00003283001,0.0000016432374,0.000543227],"genre_scores_gemma":[0.9992686,0.000103415055,0.00007493816,0.00006627836,0.0000033249025,0.000033740285,0.00004949106,0.0000036023732,0.00039654915],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99876285,0.000595731,0.0000556881,0.000101852165,0.00020392447,0.00027991977],"domain_scores_gemma":[0.9945656,0.0019495547,0.0011917555,0.0002512257,0.00063261273,0.0014092211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018987871,0.00024751638,0.00040198117,0.0014222824,0.0029415928,0.0015096723,0.00062137004,0.00067198195,0.0017599227],"category_scores_gemma":[0.005519797,0.00043420127,0.00032089584,0.00171524,0.0012782168,0.0014037631,0.001986354,0.0016786675,0.0002743571],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011440053,0.0015026049,0.7086972,0.00010312573,0.000060306473,0.00085462315,0.26827556,0.0001060767,0.00060275855,0.00055938517,0.0008601375,0.018263707],"study_design_scores_gemma":[0.00001721764,0.00048461088,0.77283067,0.000048731956,0.00003169386,0.0003807482,0.22297695,0.00032415288,0.00015125342,0.00011928136,0.0025991765,0.000035420264],"about_ca_topic_score_codex":0.03529827,"about_ca_topic_score_gemma":0.043790273,"teacher_disagreement_score":0.03529827,"about_ca_system_score_codex":0.001112768,"about_ca_system_score_gemma":0.0012996324,"threshold_uncertainty_score":0.0701856},"labels":[],"label_agreement":null},{"id":"W1843684874","doi":"10.15353/joci.v7i3.2589","title":"Community-based learning: A model for higher education and community partnerships","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"General partnership; Informatics; Empowerment; Community engagement; Learning community; Public relations; Curriculum; Sociology; Community organization; Political science; Pedagogy","score_opus":0.2999482855507525,"score_gpt":0.3655737803767679,"score_spread":0.06562549482601543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1843684874","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020876171,0.0020452638,0.32460365,0.063779935,0.00081817457,0.001152609,0.00009183394,0.0003393949,0.586293],"genre_scores_gemma":[0.8160219,0.0017360889,0.11192983,0.003829431,0.00036141952,0.0018798927,0.00008089166,0.00013939926,0.064021155],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98664933,0.009410166,0.00028182683,0.0010546155,0.0014122782,0.0011918246],"domain_scores_gemma":[0.9908709,0.0033335998,0.0007161488,0.0010318795,0.00095182844,0.0030956857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010619469,0.00092366314,0.000675583,0.0028272013,0.012603835,0.018663699,0.0037449135,0.006757441,0.013280478],"category_scores_gemma":[0.009414524,0.00059714465,0.001328426,0.002625942,0.03445234,0.021160146,0.017297711,0.005814191,0.002464635],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000079134015,0.00003183461,0.00019334289,0.00004732282,0.000005216362,0.00017679716,0.0059711738,0.000651901,0.00004407995,0.9856306,0.0019493273,0.005290489],"study_design_scores_gemma":[0.00003969706,0.00007004352,0.00010578011,0.00017189648,0.000007294562,0.00029918642,0.007761349,0.0031807118,0.00008088159,0.86528856,0.12296607,0.00002864742],"about_ca_topic_score_codex":0.005959407,"about_ca_topic_score_gemma":0.005651164,"teacher_disagreement_score":0.018663699,"about_ca_system_score_codex":0.009725453,"about_ca_system_score_gemma":0.013840753,"threshold_uncertainty_score":0.070563436},"labels":[],"label_agreement":null},{"id":"W1844732784","doi":"10.15353/joci.v9i4.3139","title":"Community-Driven Projects: Reflections on a Success Story A Case Study of Science Education and Information Technology in South Africa","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Sociology; Public relations; Geography; Engineering ethics; Engineering","score_opus":0.061625063672095116,"score_gpt":0.30993465667076764,"score_spread":0.24830959299867253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1844732784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8680072,0.00847894,0.0074584116,0.0628892,0.0009323309,0.0008610821,0.0001917939,0.00012317327,0.05105794],"genre_scores_gemma":[0.9763678,0.0052408027,0.0026710995,0.002936456,0.00017286891,0.000419566,0.00006248645,0.00018079863,0.011948289],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9667848,0.026069295,0.0005932912,0.0010392263,0.002130554,0.0033828341],"domain_scores_gemma":[0.96304595,0.025422955,0.0022355672,0.001033695,0.0026760164,0.005585809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018944694,0.0021085506,0.0013183578,0.0030573297,0.032408193,0.013445809,0.0036193528,0.009482887,0.0041646557],"category_scores_gemma":[0.043856796,0.0016202009,0.0007291523,0.0038584247,0.02137213,0.01217478,0.019230194,0.010077073,0.00088485377],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002707824,0.00006627552,0.00056364224,0.00019187079,0.00000741861,0.0061221323,0.9773018,0.000076170276,0.0004727044,0.005709127,0.002883124,0.006578639],"study_design_scores_gemma":[0.000008795607,0.0000751982,0.00074816827,0.00032944372,0.0000067807528,0.0016618464,0.9260916,0.000059748094,0.00036706094,0.0013430424,0.069279455,0.00002882679],"about_ca_topic_score_codex":0.011046971,"about_ca_topic_score_gemma":0.02193509,"teacher_disagreement_score":0.032408193,"about_ca_system_score_codex":0.008279448,"about_ca_system_score_gemma":0.008452782,"threshold_uncertainty_score":0.10019034},"labels":[],"label_agreement":null},{"id":"W1848510787","doi":"10.15353/joci.v3i3.2366","title":"Programa de Intercambio entre operadores de telecentros. Una nueva generación de redes en el movimiento de telecentros panamericano.","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Regional Development and Innovation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Computer science; Art","score_opus":0.020517873360152036,"score_gpt":0.34395901568156745,"score_spread":0.3234411423214154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1848510787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.513563,0.007513452,0.16477206,0.031616904,0.0014263765,0.004193441,0.0013437947,0.0045882077,0.27098283],"genre_scores_gemma":[0.8151228,0.0018498704,0.08325627,0.0008103408,0.0002728951,0.0014492306,0.0009839108,0.00020364148,0.09605109],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99705803,0.0014324596,0.000081112106,0.00039469244,0.0005794171,0.00045438914],"domain_scores_gemma":[0.99206126,0.0013095993,0.0012387638,0.0011102951,0.0015100891,0.002769939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0065014046,0.00043878157,0.00013022962,0.001120086,0.0018022389,0.0014449381,0.00086372514,0.0008565186,0.011812413],"category_scores_gemma":[0.0092185205,0.00022508968,0.00015924287,0.0009708876,0.0011096838,0.0020584087,0.0037979304,0.0013445376,0.0015711923],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054417975,0.0014390027,0.022998786,0.0003654044,0.000036974183,0.00032885914,0.008438226,0.002261336,0.010382606,0.04493781,0.041006953,0.8672598],"study_design_scores_gemma":[0.00036561556,0.0011844172,0.09363503,0.00038281846,0.000048347832,0.0004469681,0.011107306,0.00593462,0.0057858774,0.01272842,0.8683321,0.000048584392],"about_ca_topic_score_codex":0.011926131,"about_ca_topic_score_gemma":0.011693136,"teacher_disagreement_score":0.011926131,"about_ca_system_score_codex":0.0026670496,"about_ca_system_score_gemma":0.008898649,"threshold_uncertainty_score":0.03951645},"labels":[],"label_agreement":null},{"id":"W1851445302","doi":"10.15353/joci.v4i1.2964","title":"Introduction to the Special Issue: Wireless Networking for Communities, Citizens and the Public Interest","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Opportunistic and Delay-Tolerant Networks","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internet privacy; Wireless; Public relations; Telecommunications; Political science; Business; Sociology; Computer science","score_opus":0.0636360593004488,"score_gpt":0.25863400211284704,"score_spread":0.19499794281239824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1851445302","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034959146,0.03300049,0.0029873627,0.037476376,0.88091254,0.00013816336,0.0002815792,0.00020551443,0.044648364],"genre_scores_gemma":[0.0014324951,0.026082221,0.00065276615,0.017424788,0.8605626,0.00012723978,0.0003152134,0.00019254822,0.09321002],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808913,0.00023485589,0.00020277417,0.00033012236,0.00092131936,0.00022183498],"domain_scores_gemma":[0.99250656,0.0022008736,0.00051492004,0.00028202403,0.002398034,0.0020975412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021078566,0.0030212326,0.003946147,0.0034778672,0.0022896586,0.00863565,0.002659067,0.009064853,0.06957589],"category_scores_gemma":[0.0048121726,0.00075019634,0.0018152931,0.002340128,0.0014106587,0.0061227665,0.0027462034,0.010025291,0.038994774],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020414362,0.000044353772,0.000100178935,0.00020965519,0.00001092051,0.00009315015,0.000017115955,0.00008256904,0.00017851299,0.0018032088,0.97598654,0.021453341],"study_design_scores_gemma":[0.0000120005025,0.000077009856,0.0005009677,0.0002659866,0.00002120457,0.0002533083,0.00005097065,0.00030913568,0.00006598182,0.0021520348,0.9962702,0.00002130572],"about_ca_topic_score_codex":0.0009780369,"about_ca_topic_score_gemma":0.0028877174,"teacher_disagreement_score":0.06957589,"about_ca_system_score_codex":0.0015579106,"about_ca_system_score_gemma":0.0018073777,"threshold_uncertainty_score":0.23275453},"labels":[],"label_agreement":null},{"id":"W1852092219","doi":"10.15353/joci.v2i2.2080","title":"A Cost Maturity Model for Community Informatics Projects in the Developing World","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Maturity (psychological); Capability Maturity Model; Informatics; Developing country; Service Integration Maturity Model; Business; Computer science; Engineering management; Engineering; Economic growth; Political science; Economics; Software","score_opus":0.09716816085999797,"score_gpt":0.323941370252657,"score_spread":0.22677320939265905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1852092219","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20404664,0.00069663214,0.7530563,0.0046633095,0.00005547723,0.000933072,0.00043218173,0.0006008701,0.03551556],"genre_scores_gemma":[0.8480028,0.00037318878,0.14739239,0.000108052765,0.000017338916,0.0005502477,0.0003772394,0.000054036867,0.0031246983],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9947542,0.0019111101,0.00045710398,0.00031742276,0.001919787,0.0006403447],"domain_scores_gemma":[0.9848733,0.005443127,0.0016804581,0.00064996816,0.0061580553,0.0011951275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008243872,0.0006574481,0.00048781387,0.0039904984,0.0012773289,0.0050721504,0.0017849929,0.0019591257,0.0020459138],"category_scores_gemma":[0.021732904,0.000527541,0.00089062,0.0033489573,0.0007397118,0.008412325,0.0019492547,0.0022658652,0.0004492799],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002430271,0.00064271194,0.023025088,0.00035954398,0.00011391113,0.00041345385,0.0031048427,0.28151652,0.0035030493,0.45936522,0.0063960697,0.22131643],"study_design_scores_gemma":[0.00006260976,0.0003641192,0.010597367,0.00025874813,0.00009006198,0.00029044985,0.0019221012,0.8215346,0.0015016359,0.14887844,0.014360832,0.00013907895],"about_ca_topic_score_codex":0.014419628,"about_ca_topic_score_gemma":0.010794782,"teacher_disagreement_score":0.014419628,"about_ca_system_score_codex":0.0067859013,"about_ca_system_score_gemma":0.007080799,"threshold_uncertainty_score":0.049235404},"labels":[],"label_agreement":null},{"id":"W1853012205","doi":"10.15353/joci.v11i3.2702","title":"Teaching Open Data for Social Movements: a Research Strategy","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Open data; Participatory action research; Action (physics); Open research; Action research; Informatics; Computer science; Sociology; Data science; Political science; World Wide Web; Pedagogy","score_opus":0.6117241932458793,"score_gpt":0.5599964652671225,"score_spread":0.0517277279787568,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1853012205","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42843476,0.0022833478,0.31161538,0.0522449,0.0016650654,0.024032345,0.0005512951,0.0004936932,0.17867923],"genre_scores_gemma":[0.8259645,0.0014461406,0.11367826,0.0047905925,0.00021190713,0.022358276,0.00016409258,0.0002285187,0.031157704],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9623255,0.030760407,0.000540519,0.0025391388,0.0017354646,0.0020989152],"domain_scores_gemma":[0.9684731,0.022631757,0.00090162724,0.00213906,0.0018509938,0.00400333],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.035794456,0.0012118539,0.0011099988,0.0037171056,0.015513156,0.016810903,0.0043256944,0.005977238,0.01153615],"category_scores_gemma":[0.023141827,0.0009684874,0.0011507323,0.0033661854,0.028072577,0.015634898,0.020947853,0.0070098964,0.002450186],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001946457,0.0019304192,0.0024109862,0.0009885142,0.000019537407,0.00081893237,0.41614264,0.00054556946,0.0024684507,0.5066145,0.0039752717,0.06389057],"study_design_scores_gemma":[0.00041651542,0.0009676565,0.0010332178,0.0013917598,0.00005793577,0.0004630154,0.6786647,0.003118807,0.0055120606,0.11504307,0.19325902,0.0000722953],"about_ca_topic_score_codex":0.0032803316,"about_ca_topic_score_gemma":0.0051264833,"teacher_disagreement_score":0.9956743,"about_ca_system_score_codex":0.014134017,"about_ca_system_score_gemma":0.023433244,"threshold_uncertainty_score":0.18930143},"labels":[],"label_agreement":null},{"id":"W1855907784","doi":"10.15353/joci.v11i3.2699","title":"Focus Groups as a Tool to Collect Data in a Community Informatics Project Involving Elderly Rural Women","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Focus Groups and Qualitative Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Focus group; Sociology; Data collection; Transparency (behavior); Normative; Openness to experience; Communication in small groups; Library science; Public relations; Psychology; Social science; Political science; Social psychology; Computer science; Anthropology","score_opus":0.18794914447117655,"score_gpt":0.43251310660307685,"score_spread":0.2445639621319003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1855907784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9645555,0.00040373162,0.019243462,0.0018541216,0.00008804381,0.007140209,0.000200952,0.00011738732,0.006396616],"genre_scores_gemma":[0.90805995,0.0009998784,0.062159557,0.0011760477,0.000095874006,0.019593123,0.00021487841,0.00007319143,0.007627508],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96687394,0.029777193,0.00061711844,0.00051087776,0.0010859378,0.001134924],"domain_scores_gemma":[0.92053914,0.06827255,0.0023083086,0.0019890554,0.0045008035,0.0023901341],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05400039,0.0008094118,0.0004824658,0.0033057232,0.009323639,0.0022036834,0.0020591503,0.0018801687,0.0044347923],"category_scores_gemma":[0.04555659,0.0008560842,0.00043945003,0.0018654364,0.0040025166,0.0028780634,0.005740533,0.0012596792,0.0006939486],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002339718,0.00066573336,0.0052700527,0.0004785805,0.000013155952,0.001365778,0.9398932,0.00013387497,0.0036252835,0.0013822075,0.0012938643,0.04564428],"study_design_scores_gemma":[0.00019543998,0.0026358883,0.014613015,0.00077147107,0.000046056077,0.00066561025,0.93609184,0.0005149187,0.004542147,0.0019499046,0.037899207,0.000074536205],"about_ca_topic_score_codex":0.0039881924,"about_ca_topic_score_gemma":0.0065146494,"teacher_disagreement_score":0.9459996,"about_ca_system_score_codex":0.0023217902,"about_ca_system_score_gemma":0.004285226,"threshold_uncertainty_score":0.2855848},"labels":[],"label_agreement":null},{"id":"W1857070832","doi":"10.15353/joci.v11i3.2697","title":"From Exploration to Design: Aligning Intentionality in Community Informatics Projects","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Intentionality; Participatory design; GRASP; Citizen journalism; Participatory action research; Field (mathematics); Management science; Informatics; Exploratory research; Transition (genetics); Computer science; Knowledge management; Epistemology; Sociology; Engineering ethics; Political science; Engineering; Social science","score_opus":0.2264296129949879,"score_gpt":0.3337853289761794,"score_spread":0.10735571598119151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1857070832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6796934,0.0022639672,0.2409857,0.01535644,0.00014017338,0.0019051847,0.00004162488,0.0003271159,0.059286352],"genre_scores_gemma":[0.9672189,0.0003803153,0.030024668,0.00027470585,0.0000097680495,0.00055397267,0.000015747215,0.000059522845,0.0014623458],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.8755101,0.10908049,0.0025865233,0.003060422,0.005506748,0.0042556827],"domain_scores_gemma":[0.91823536,0.064186804,0.00466561,0.0064470293,0.0032101145,0.0032551144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.078023195,0.0011665768,0.00081582495,0.0049455543,0.01718861,0.017734788,0.0030579562,0.0034795946,0.001802279],"category_scores_gemma":[0.08421546,0.0014302023,0.0007943514,0.0031361026,0.051904842,0.018378211,0.032920744,0.004172447,0.00030895247],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057677924,0.00009825101,0.005971682,0.0003681998,0.000017422002,0.0004969655,0.8861659,0.00059081207,0.000894924,0.06485781,0.000375374,0.040105086],"study_design_scores_gemma":[0.000048959053,0.0002434733,0.0043195295,0.0009799825,0.000031729036,0.0007149949,0.84505624,0.0018544539,0.0020953391,0.09560372,0.04897059,0.00008100192],"about_ca_topic_score_codex":0.004271028,"about_ca_topic_score_gemma":0.005324442,"teacher_disagreement_score":0.078023195,"about_ca_system_score_codex":0.009175711,"about_ca_system_score_gemma":0.018492663,"threshold_uncertainty_score":0.41263103},"labels":[],"label_agreement":null},{"id":"W1858889396","doi":"10.15353/joci.v1i1.2062","title":"Building Community Social Capital: The Potential and Promise of Information and Communications Technologies","year":2004,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":168,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social capital; ICTS; Software deployment; Capital (architecture); Individual capital; Information and Communications Technology; Work (physics); Business; Public relations; Financial capital; Knowledge management; Sociology; Economic growth; Economics; Political science; Computer science; Engineering; Social science; Human capital; World Wide Web; Geography","score_opus":0.03271070831804929,"score_gpt":0.30780174561197643,"score_spread":0.27509103729392714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1858889396","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34111065,0.49331543,0.0580979,0.03931436,0.0015626905,0.0010528743,0.0016464337,0.00023993298,0.063659705],"genre_scores_gemma":[0.92302847,0.06129692,0.012821801,0.001165262,0.00040200097,0.00031852355,0.0002035491,0.00002767791,0.0007358837],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98120385,0.013327035,0.0006030504,0.001402888,0.0029589322,0.00050417706],"domain_scores_gemma":[0.88341707,0.10058316,0.006728252,0.0040976233,0.0039173416,0.0012564887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02894659,0.0008119224,0.0014549333,0.01051086,0.001495609,0.005632377,0.0014399023,0.0011224716,0.0026513366],"category_scores_gemma":[0.07054876,0.0003846432,0.002012761,0.00706319,0.0035609351,0.010379088,0.004657459,0.0015759929,0.00013693237],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007141086,0.0003825692,0.076530464,0.03451375,0.025684223,0.00034437978,0.011574166,0.003928324,0.0009318432,0.13341418,0.0058963373,0.7060857],"study_design_scores_gemma":[0.0006465773,0.0026333646,0.2208784,0.06215721,0.040493015,0.0013788348,0.025193041,0.010570007,0.005606218,0.50374544,0.12611322,0.00058465276],"about_ca_topic_score_codex":0.004354211,"about_ca_topic_score_gemma":0.0066754795,"teacher_disagreement_score":0.02894659,"about_ca_system_score_codex":0.0033375446,"about_ca_system_score_gemma":0.0046052313,"threshold_uncertainty_score":0.15308607},"labels":[],"label_agreement":null},{"id":"W1860909307","doi":"10.15353/joci.v11i3.2695","title":"Introduction: Research Methods for Community Informatics","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Informatics; Computer science; Data science; Sociology; Political science","score_opus":0.29136938076244623,"score_gpt":0.46359173926400987,"score_spread":0.17222235850156364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1860909307","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012343585,0.038850237,0.83239675,0.0486453,0.009566414,0.00095874025,0.0017625627,0.0010934068,0.06549227],"genre_scores_gemma":[0.033125725,0.032033563,0.830549,0.02302375,0.0172727,0.005982479,0.0016837568,0.0009995432,0.05532954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9839039,0.010569512,0.0012117934,0.0016015273,0.0024298923,0.00028328117],"domain_scores_gemma":[0.9308563,0.057820927,0.0011816852,0.0037436038,0.0056110434,0.0007864292],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018269371,0.0012843527,0.0012590555,0.0049515227,0.0029243936,0.0066519715,0.0034565595,0.0045749783,0.028030245],"category_scores_gemma":[0.043943435,0.0007856618,0.0016203963,0.0058315424,0.0061282474,0.012585726,0.0049350527,0.0056855455,0.011215583],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027841677,0.00008102942,0.0005098149,0.0026502465,0.000041910458,0.0000653653,0.0017550336,0.00038844286,0.0003153376,0.7056361,0.12211349,0.1664154],"study_design_scores_gemma":[0.000027438045,0.000031834916,0.00050959183,0.001805871,0.000030312869,0.00018285464,0.0006474804,0.0015099903,0.0003719728,0.5612869,0.43355173,0.000043986132],"about_ca_topic_score_codex":0.0019028934,"about_ca_topic_score_gemma":0.0018912364,"teacher_disagreement_score":0.028030245,"about_ca_system_score_codex":0.0026167973,"about_ca_system_score_gemma":0.003744435,"threshold_uncertainty_score":0.09661883},"labels":[],"label_agreement":null},{"id":"W1861463044","doi":"10.15353/joci.v2i2.2084","title":"Special Section on Learning in Communities: Introduction","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Science Foundation","keywords":"Section (typography); Informatics; Multidisciplinary approach; Special section; Library science; Learning community; State (computer science); Sociology; Computer science; Pedagogy; Engineering; Social science; Engineering physics","score_opus":0.023961242875171915,"score_gpt":0.24570747438380505,"score_spread":0.22174623150863315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1861463044","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00072257244,0.094708376,0.00381272,0.061038937,0.79915845,0.00015201385,0.0002942145,0.0001780661,0.03993468],"genre_scores_gemma":[0.0049233376,0.09392695,0.0015874528,0.032137487,0.8083015,0.00022307425,0.0004556666,0.00028261903,0.058161844],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820054,0.0003341307,0.00020085089,0.0003761439,0.00067287305,0.0002153316],"domain_scores_gemma":[0.9915154,0.003004782,0.00047732683,0.00046084987,0.0024217158,0.002119973],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025678193,0.0014582917,0.0020913251,0.004469008,0.0028386468,0.0067058196,0.0021428515,0.0050039697,0.029095031],"category_scores_gemma":[0.006567739,0.0005075272,0.0011820783,0.003950565,0.002653929,0.005815839,0.0042365594,0.005749963,0.011888896],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003073807,0.00006495284,0.00026428484,0.000678936,0.000011420115,0.00012152552,0.00016952533,0.00013765313,0.000300679,0.01009753,0.9462415,0.041881286],"study_design_scores_gemma":[0.0000055052096,0.00004920329,0.0007126337,0.00042675587,0.000007995158,0.0002597924,0.00013580074,0.00007241312,0.000048081747,0.005278652,0.9929904,0.000012831334],"about_ca_topic_score_codex":0.0017144663,"about_ca_topic_score_gemma":0.0028783495,"teacher_disagreement_score":0.029095031,"about_ca_system_score_codex":0.002301393,"about_ca_system_score_gemma":0.002324686,"threshold_uncertainty_score":0.09733254},"labels":[],"label_agreement":null},{"id":"W1861775357","doi":"10.15353/joci.v11i3.2703","title":"Curriculum development for mobile digital literacy skills acquisition using a Design Science Approach","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Curriculum; Computer science; Digital literacy; Literacy; Artifact (error); Relevance (law); Curriculum development; Mathematics education; Pedagogy; Sociology; Psychology; Political science; Artificial intelligence","score_opus":0.046044504198797936,"score_gpt":0.3200849087185567,"score_spread":0.27404040451975875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1861775357","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1697887,0.0010107437,0.7473409,0.0038178936,0.00021211691,0.008357672,0.00022882521,0.00056985265,0.06867329],"genre_scores_gemma":[0.20105274,0.00079197244,0.7884518,0.00031198977,0.000019421192,0.0035580352,0.00014678891,0.00006460316,0.0056026913],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9906961,0.0065819123,0.0005468964,0.0006930764,0.0011677052,0.00031437445],"domain_scores_gemma":[0.9848317,0.010277523,0.0011193301,0.0011981964,0.0019607365,0.00061263144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013390298,0.00059100974,0.0004154494,0.0023636906,0.0011721691,0.003128149,0.001229489,0.0010156967,0.0064123375],"category_scores_gemma":[0.021823201,0.00046913594,0.0006576988,0.0011352823,0.0014859127,0.002211943,0.0027753105,0.001782433,0.0011490674],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009153439,0.003763607,0.0081568705,0.004544878,0.00006414596,0.00039730177,0.027789606,0.012651785,0.023865098,0.17960551,0.0042851265,0.7347846],"study_design_scores_gemma":[0.00063527527,0.005445475,0.02039441,0.008143152,0.0002927877,0.0016226098,0.03836584,0.05572879,0.07431552,0.20322149,0.5916256,0.00020908487],"about_ca_topic_score_codex":0.00093383103,"about_ca_topic_score_gemma":0.001997185,"teacher_disagreement_score":0.013390298,"about_ca_system_score_codex":0.0036557002,"about_ca_system_score_gemma":0.011373096,"threshold_uncertainty_score":0.07081556},"labels":[],"label_agreement":null},{"id":"W1863024854","doi":"10.15353/joci.v10i2.2648","title":"Bridging the Divide: Understanding and Implementing Access to the Internet as a Human Right","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Privacy, Security, and Data Protection","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Human rights; Bridging (networking); Internet privacy; Legislation; Jurisprudence; Internet access; Political science; Sociology; Law and economics; Public relations; Law; Computer science; Computer security; World Wide Web","score_opus":0.11607672272474187,"score_gpt":0.3761821697173124,"score_spread":0.26010544699257054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1863024854","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.046976034,0.005559027,0.12046017,0.28517106,0.0005596547,0.00025913722,0.000044335433,0.00012068585,0.54085],"genre_scores_gemma":[0.9362128,0.0036878837,0.030340297,0.014012748,0.00037795812,0.0002599343,0.000043106105,0.00009086891,0.014974273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.97150415,0.016660942,0.0009284989,0.0022218656,0.005393925,0.0032905904],"domain_scores_gemma":[0.96594006,0.023798304,0.0019567355,0.003178295,0.0028143956,0.0023122653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.040468372,0.00060664787,0.0010002962,0.0036046081,0.015310286,0.024621641,0.0043397234,0.01683361,0.008279785],"category_scores_gemma":[0.046353493,0.00054326816,0.00092256593,0.0026094837,0.10125644,0.04521862,0.026121112,0.014698516,0.00078686397],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000038370154,0.000016614531,0.00026840772,0.000024709538,0.000002899515,0.000061520135,0.015948629,0.00021768494,0.00005706958,0.97509086,0.0008948174,0.0074131065],"study_design_scores_gemma":[0.0000109646635,0.000019044437,0.00034601623,0.00041026244,0.0000083994055,0.000063344545,0.028277474,0.0010727821,0.00017921989,0.90894943,0.060644303,0.000018627381],"about_ca_topic_score_codex":0.04228772,"about_ca_topic_score_gemma":0.036037456,"teacher_disagreement_score":0.04228772,"about_ca_system_score_codex":0.016916769,"about_ca_system_score_gemma":0.051402744,"threshold_uncertainty_score":0.21401983},"labels":[],"label_agreement":null},{"id":"W1863788121","doi":"10.15353/joci.v11i3.2765","title":"Contributions from Visitor Research to CI and ICT4D Theory and Research Methodology","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Visitor pattern; Context (archaeology); Informatics; Sociology; Information and Communications Technology; Process (computing); Research methodology; Knowledge management; Computer science; Geography; Political science; World Wide Web","score_opus":0.4794495141900946,"score_gpt":0.4692723480052212,"score_spread":0.010177166184873354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1863788121","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29106334,0.012528523,0.3296849,0.037299145,0.0010203668,0.002918368,0.00033698385,0.00031187467,0.32483655],"genre_scores_gemma":[0.93345207,0.0035451096,0.052010793,0.0015566793,0.00014061903,0.0015748817,0.00007594224,0.00010293443,0.0075409818],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.8708494,0.11661316,0.0018898981,0.0028774801,0.005309672,0.0024604811],"domain_scores_gemma":[0.89174396,0.08629104,0.0028171642,0.009514951,0.0059431787,0.0036897531],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06544049,0.00085060345,0.0011409807,0.007304409,0.005775647,0.020197242,0.0042386376,0.0029207044,0.008448011],"category_scores_gemma":[0.053658262,0.00081014563,0.00077813864,0.0068788016,0.036116604,0.010159885,0.011047862,0.0039179376,0.000498253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009240352,0.00020341022,0.0062831156,0.0011822135,0.000061401115,0.0005206879,0.14611407,0.000931653,0.00028424597,0.77881444,0.0020896494,0.06342274],"study_design_scores_gemma":[0.00008734239,0.00047855027,0.007564847,0.0064579467,0.0001043063,0.0014166116,0.40169978,0.008575781,0.0019929472,0.34492108,0.22654535,0.00015538401],"about_ca_topic_score_codex":0.00924281,"about_ca_topic_score_gemma":0.010012738,"teacher_disagreement_score":0.9345595,"about_ca_system_score_codex":0.015517045,"about_ca_system_score_gemma":0.0153811565,"threshold_uncertainty_score":0.3460865},"labels":[],"label_agreement":null},{"id":"W1865353992","doi":"10.15353/joci.v8i3.3033","title":"Book Review - Development Communication: Reframing the Role of Media","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Tourism, Volunteerism, and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Cognitive reframing; Development communication; Modernization theory; Citizen journalism; Entertainment; Field (mathematics); Sociology; Communication studies; Media studies; Political science; Engineering ethics; Environmental ethics; Social science; Engineering; Psychology; Social psychology","score_opus":0.03216487001184438,"score_gpt":0.3061760453282935,"score_spread":0.27401117531644914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1865353992","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00025066265,0.9349544,0.0004171896,0.018554948,0.018362802,0.00003784458,0.0001265355,0.00003124527,0.027264372],"genre_scores_gemma":[0.002728237,0.9144641,0.0006413094,0.011270643,0.013214703,0.00008434525,0.0002322681,0.00006119452,0.05730311],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896264,0.00021887769,0.00007109192,0.00008595644,0.00060852664,0.000052893538],"domain_scores_gemma":[0.99594694,0.0020864992,0.00030787845,0.00006304157,0.0013837965,0.00021196368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096433534,0.00059410435,0.001281075,0.0026123393,0.0005838725,0.0033754942,0.0011785249,0.0017906355,0.02754156],"category_scores_gemma":[0.00564353,0.00031115083,0.0005302355,0.0054807067,0.00085298874,0.0031988854,0.00089282735,0.0025893657,0.0104133],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024079003,0.000027088738,0.00006699452,0.0052796984,0.000021433758,0.000102894206,0.0001398754,0.00011194759,0.00023246284,0.004595797,0.8580785,0.13131918],"study_design_scores_gemma":[0.000006090456,0.000019669778,0.00018924245,0.0028823104,0.000013884536,0.00028092333,0.000089720095,0.000021303362,0.000059752565,0.00074924534,0.99568117,0.000006623635],"about_ca_topic_score_codex":0.004335296,"about_ca_topic_score_gemma":0.009433242,"teacher_disagreement_score":0.02754156,"about_ca_system_score_codex":0.0018404279,"about_ca_system_score_gemma":0.0031298597,"threshold_uncertainty_score":0.09213567},"labels":[],"label_agreement":null},{"id":"W1866264984","doi":"10.15353/joci.v10i3.3444","title":"Neighborhood Planning of Technology: Physical Meets Digital City from the Bottom-Up with Aging Payphones","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Grassroots; Plan (archaeology); Footprint; Architectural engineering; Participatory planning; Urban planning; Phone; Engineering; Computer science; Sociology; Geography; Civil engineering; Political science","score_opus":0.02332044215727174,"score_gpt":0.2403222094982677,"score_spread":0.21700176734099597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1866264984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5082407,0.0008236475,0.059745256,0.016537895,0.00020595054,0.00022826734,0.00007336981,0.00041406433,0.41373092],"genre_scores_gemma":[0.95944107,0.00025691988,0.021176238,0.0004627313,0.000021047736,0.00010713283,0.000030037021,0.00006167682,0.01844316],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99825996,0.0011072519,0.00003630653,0.00015298834,0.00023440935,0.00020908374],"domain_scores_gemma":[0.9985006,0.0005199249,0.00010717261,0.00023651065,0.00015851398,0.00047730966],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016665848,0.00032443524,0.00019571425,0.000638219,0.0075520747,0.008862408,0.00080554455,0.0010746921,0.008770764],"category_scores_gemma":[0.002981112,0.00028178626,0.0002817559,0.00063808676,0.006338768,0.0056054364,0.0076727946,0.0012729767,0.00091203605],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009337769,0.00059685943,0.02919709,0.00024069211,0.000032219454,0.00094910077,0.3397019,0.0019445674,0.002515529,0.31694567,0.021412794,0.28637025],"study_design_scores_gemma":[0.000030115658,0.00040251386,0.013171875,0.000366604,0.00007687297,0.0005568452,0.4258909,0.0037234563,0.0032067497,0.08754338,0.4649399,0.00009081696],"about_ca_topic_score_codex":0.0077753696,"about_ca_topic_score_gemma":0.030128952,"teacher_disagreement_score":0.008862408,"about_ca_system_score_codex":0.0024418763,"about_ca_system_score_gemma":0.0037926286,"threshold_uncertainty_score":0.029341102},"labels":[],"label_agreement":null},{"id":"W1867898952","doi":"10.15353/joci.v2i1.2098","title":"Looking Critically at ICT4Dev: The Case of Lincos","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mainstream; Relevance (law); Sociology; Information and Communications Technology; Field (mathematics); Engineering ethics; Process (computing); Critical theory; Epistemology; Political science; Engineering; Computer science","score_opus":0.020407318274582538,"score_gpt":0.27796190594056036,"score_spread":0.25755458766597783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1867898952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74008054,0.00088178425,0.0025205554,0.02305414,0.00017284934,0.00014087708,0.00004000575,0.000046054683,0.23306324],"genre_scores_gemma":[0.96201575,0.0004362131,0.0006904688,0.0015587484,0.000036960828,0.00008531996,0.00001930766,0.00004438761,0.035112873],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99709487,0.0016576593,0.000047784582,0.00023142919,0.00020570435,0.000762553],"domain_scores_gemma":[0.9973677,0.0013693593,0.00024226314,0.00013301118,0.0002216613,0.0006660194],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002722172,0.000434599,0.00032709903,0.0009621795,0.03138207,0.009055342,0.0013097061,0.0035828026,0.0070413356],"category_scores_gemma":[0.0049226014,0.00029365238,0.00024114933,0.0010437733,0.023925483,0.005010598,0.00757742,0.004132563,0.0005455917],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008220466,0.00007135481,0.0047386833,0.00011401129,0.000006417176,0.011921101,0.7934596,0.00020676186,0.0012155493,0.17140986,0.0049473974,0.011827113],"study_design_scores_gemma":[0.000008221532,0.000045880435,0.0016798482,0.00017265198,0.000009017135,0.0009151678,0.81858623,0.00020672644,0.00066722196,0.008910204,0.16877685,0.000022002716],"about_ca_topic_score_codex":0.0476872,"about_ca_topic_score_gemma":0.10952174,"teacher_disagreement_score":0.0476872,"about_ca_system_score_codex":0.013179693,"about_ca_system_score_gemma":0.009114296,"threshold_uncertainty_score":0.09562582},"labels":[],"label_agreement":null},{"id":"W1868870237","doi":"10.15353/joci.v4i1.2970","title":"Metropolitan Wi-Fi Research Network at the Los Angeles State Historic Park","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Opportunistic and Delay-Tolerant Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Cisco Systems; National Science Foundation","keywords":"Metropolitan area; Downtown; Software deployment; Citizen journalism; Urban computing; Creativity; Geography; Sociology; Computer science; Political science; World Wide Web; Archaeology","score_opus":0.11204466524357605,"score_gpt":0.32047191806353215,"score_spread":0.2084272528199561,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1868870237","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14046492,0.0059771896,0.035996106,0.027471934,0.0021565359,0.00090807927,0.03276939,0.012864652,0.74139106],"genre_scores_gemma":[0.29022363,0.004635247,0.05892797,0.0011068373,0.00052610884,0.0008896933,0.02407119,0.0007323007,0.61888707],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9995926,0.000086919164,0.000010304022,0.000112260146,0.00013110506,0.00006690675],"domain_scores_gemma":[0.9990964,0.00013221694,0.00006919046,0.00009074121,0.0004008125,0.00021071822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006874032,0.00044220206,0.00026204638,0.0007774838,0.0013312788,0.0014151394,0.0007872949,0.00038699288,0.04066421],"category_scores_gemma":[0.0010855782,0.00017909575,0.00010871679,0.0010529602,0.00029161657,0.0011544026,0.00085534545,0.00067064096,0.008373739],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033020123,0.0003417001,0.0200771,0.00019053894,0.00004954594,0.00057794986,0.00082525867,0.0010569155,0.0037860903,0.017518494,0.6848154,0.2704308],"study_design_scores_gemma":[0.00006814138,0.00015850629,0.009590985,0.00009772854,0.000030514666,0.00019351802,0.0011864103,0.008739936,0.002314063,0.0024590096,0.97512203,0.000039121343],"about_ca_topic_score_codex":0.044252567,"about_ca_topic_score_gemma":0.086842895,"teacher_disagreement_score":0.044252567,"about_ca_system_score_codex":0.0011187616,"about_ca_system_score_gemma":0.0022347802,"threshold_uncertainty_score":0.13603538},"labels":[],"label_agreement":null},{"id":"W1870373650","doi":"10.15353/joci.v10i2.2647","title":"The First Mile Approach to Community Services in Fort Severn First Nation","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Mile; Bay; Geography; Last mile (transportation); Public administration; Political science; Environmental planning; Archaeology","score_opus":0.04356720054185869,"score_gpt":0.25898378858240384,"score_spread":0.21541658804054514,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1870373650","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31666955,0.005646348,0.007239358,0.09178143,0.0006523664,0.00013670196,0.000082458064,0.00005769741,0.57773405],"genre_scores_gemma":[0.9622212,0.00078026135,0.0016631429,0.0017808494,0.00002880492,0.000055697576,0.000025235688,0.00002343841,0.033421386],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9969975,0.0019057475,0.000059911952,0.00024285154,0.0002884555,0.00050560525],"domain_scores_gemma":[0.9973465,0.0012641085,0.00018126091,0.0000920363,0.00033114225,0.00078485976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003077789,0.0003445072,0.00015815577,0.0014938512,0.019537348,0.009834842,0.0011745397,0.0031310932,0.0073508173],"category_scores_gemma":[0.0028954714,0.00019568011,0.00015077947,0.0013588073,0.018694568,0.006372848,0.007236774,0.0031272096,0.00027984096],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019193758,0.00005033637,0.002379657,0.00011804442,0.0000039305532,0.0007072791,0.5973593,0.00024354723,0.00037624704,0.37464353,0.008592265,0.015506692],"study_design_scores_gemma":[0.0000037799723,0.000015368587,0.0017049302,0.00031484035,0.0000031970108,0.00018105209,0.70385116,0.000304848,0.00020728665,0.01583762,0.27755684,0.00001904677],"about_ca_topic_score_codex":0.30236492,"about_ca_topic_score_gemma":0.4950848,"teacher_disagreement_score":0.69763505,"about_ca_system_score_codex":0.03304023,"about_ca_system_score_gemma":0.026732884,"threshold_uncertainty_score":0.6012099},"labels":[],"label_agreement":null},{"id":"W1870780642","doi":"10.15353/joci.v11i3.2768","title":"Design for Sustainability: Countering the Drivers of Unsustainability in Development Projects","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Canadian Society of Intestinal Research; Impact","funders":"","keywords":"Sustainability; Order (exchange); Sustainable development; Intervention (counseling); Business; Process management; Engineering; Environmental resource management; Political science; Environmental planning; Economics; Geography; Psychology; Ecology","score_opus":0.08630511026329889,"score_gpt":0.28765922647578945,"score_spread":0.20135411621249055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1870780642","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35144743,0.0034582007,0.39296108,0.074711256,0.0008906785,0.0028847526,0.000056137887,0.0010586918,0.17253181],"genre_scores_gemma":[0.89815176,0.00086245866,0.08961147,0.0022014193,0.00011137168,0.0014178982,0.000029054343,0.0001401607,0.007474378],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.86506057,0.11133398,0.002847296,0.0032771535,0.013390283,0.0040907594],"domain_scores_gemma":[0.876326,0.076433174,0.015247013,0.012693244,0.013553605,0.005746861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09562492,0.0016298092,0.0006276808,0.0039492445,0.008973373,0.012591427,0.003384396,0.0044743423,0.0039619314],"category_scores_gemma":[0.11396518,0.0010773189,0.00083749887,0.001699223,0.018117052,0.010971389,0.01711616,0.0034755873,0.0006463899],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00049254164,0.0014135462,0.05178253,0.0034317055,0.00028573975,0.0009049824,0.13763173,0.010840472,0.004809007,0.35837528,0.011102526,0.41893002],"study_design_scores_gemma":[0.00072173076,0.0043375925,0.023562962,0.00497688,0.0005238134,0.0017781609,0.11552257,0.018477203,0.012416719,0.4357819,0.3815064,0.00039408542],"about_ca_topic_score_codex":0.002429409,"about_ca_topic_score_gemma":0.0042880555,"teacher_disagreement_score":0.09562492,"about_ca_system_score_codex":0.008732666,"about_ca_system_score_gemma":0.023070015,"threshold_uncertainty_score":0.50571895},"labels":[],"label_agreement":null},{"id":"W1874652322","doi":"10.15353/joci.v7i3.2586","title":"Rhetoric and the Digital Humanities: Imagining The Michigan State University Israelite Samaritan Collection as the Foundation for a Thriving Social Network","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Jewish and Middle Eastern Studies","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thriving; Rhetoric; Foundation (evidence); Digital humanities; State (computer science); Value (mathematics); Media studies; Sociology; Library science; Political science; Law; Social science; Theology; Computer science; Philosophy","score_opus":0.050910188998737185,"score_gpt":0.2672096257140634,"score_spread":0.21629943671532625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1874652322","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46139875,0.0033343572,0.011801152,0.049877524,0.00037470832,0.000064353044,0.000040282706,0.000086086475,0.4730228],"genre_scores_gemma":[0.9891266,0.0005905099,0.0026298303,0.00056997454,0.00007987473,0.000033604356,0.000010358746,0.000023419409,0.0069358256],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9975852,0.0019884806,0.000026827138,0.00009341053,0.00017474999,0.00013135135],"domain_scores_gemma":[0.9974502,0.0016694389,0.00023042332,0.0001787839,0.00014829455,0.00032286573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004073512,0.00028848567,0.00016890107,0.0020422593,0.0106070265,0.0129091125,0.0009990152,0.0019453613,0.0033313518],"category_scores_gemma":[0.0037560773,0.00022036985,0.00016742702,0.0012831191,0.026473172,0.010030611,0.0052698506,0.0018454952,0.00037622396],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028165092,0.00004397163,0.0021845188,0.000050260103,0.0000047973144,0.0003852804,0.25090626,0.00020463133,0.00059902726,0.72751296,0.0021754275,0.015904766],"study_design_scores_gemma":[0.000044242945,0.000093302864,0.0020880103,0.00035497834,0.000024324005,0.00051878963,0.49404714,0.0021655555,0.0013213621,0.23795469,0.26136142,0.000026250778],"about_ca_topic_score_codex":0.0037622422,"about_ca_topic_score_gemma":0.008749808,"teacher_disagreement_score":0.0129091125,"about_ca_system_score_codex":0.0040216604,"about_ca_system_score_gemma":0.0033088305,"threshold_uncertainty_score":0.029179335},"labels":[],"label_agreement":null},{"id":"W1875384672","doi":"10.15353/joci.v9i2.3165","title":"Improving community health equity: the potential role for mHealth in Papua New Guinea","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"mHealth; Equity (law); Health equity; New guinea; Psychological intervention; Business; Health care; Public relations; Medicine; Political science; Economic growth; Nursing; Economics; Sociology","score_opus":0.11444817665310617,"score_gpt":0.4623168373602507,"score_spread":0.3478686607071445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1875384672","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2983177,0.05358027,0.006693625,0.51025355,0.00181479,0.00041906253,0.00023393576,0.00015492455,0.12853217],"genre_scores_gemma":[0.96210456,0.013125399,0.006217947,0.012236237,0.0003749187,0.00025429187,0.000048238187,0.00001320605,0.005625199],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99841475,0.00089168834,0.000036338766,0.00008802964,0.00011706137,0.00045207876],"domain_scores_gemma":[0.9963091,0.0023111352,0.0003246636,0.00012489365,0.00024314255,0.0006870192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045782104,0.00032375733,0.00027415706,0.0008245921,0.002136521,0.0047048656,0.0011103102,0.002293925,0.010935352],"category_scores_gemma":[0.008417931,0.00016088663,0.0003254228,0.0006692331,0.0026750204,0.004051907,0.006087863,0.0018070464,0.0002711342],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026985456,0.00037259932,0.043113172,0.0022912137,0.00006916243,0.0014887564,0.008407332,0.0005320417,0.0019081894,0.079402424,0.011796711,0.8503484],"study_design_scores_gemma":[0.00033662168,0.0024258546,0.25634724,0.020751074,0.00032686102,0.004201782,0.068663396,0.0050273454,0.004794771,0.24204282,0.39484146,0.00024080176],"about_ca_topic_score_codex":0.013014886,"about_ca_topic_score_gemma":0.014440583,"teacher_disagreement_score":0.013014886,"about_ca_system_score_codex":0.0024302283,"about_ca_system_score_gemma":0.012969257,"threshold_uncertainty_score":0.03658247},"labels":[],"label_agreement":null},{"id":"W1875783839","doi":"10.15353/joci.v3i3.2368","title":"Telecentros comunitarios: un espacio para la participación y formación ciudadana. La experiencia de Manizales, Colombia","year":2007,"lang":"es","type":"article","venue":"The Journal of Community Informatics","topic":"Public Policy and Governance","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Art","score_opus":0.033409129769152085,"score_gpt":0.34742124498685284,"score_spread":0.3140121152177008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1875783839","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10146397,0.05168345,0.03806565,0.08071166,0.0016421134,0.0001845461,0.000571644,0.0007791703,0.72489774],"genre_scores_gemma":[0.91667295,0.011805297,0.009530325,0.0021207756,0.00053490803,0.00013819135,0.00016881865,0.00019178285,0.058836967],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9960587,0.0019654129,0.00014653306,0.00045739667,0.0008082387,0.0005637171],"domain_scores_gemma":[0.99462163,0.002016582,0.0007491758,0.00064108486,0.0008949954,0.0010764668],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003158618,0.0005753762,0.00030952442,0.0027786011,0.007929925,0.016546216,0.0013164512,0.0023953712,0.013628347],"category_scores_gemma":[0.006373948,0.00036639287,0.00024159923,0.0050888048,0.008019972,0.008803591,0.006613328,0.002283958,0.0010636603],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010794796,0.000057617282,0.013385378,0.0009176802,0.000038383543,0.00082428847,0.10304793,0.0007259586,0.0014433006,0.5665747,0.051693436,0.26118347],"study_design_scores_gemma":[0.000011357644,0.00003214014,0.011457827,0.00096826145,0.00003322872,0.0003601858,0.06584469,0.0006568012,0.0005144879,0.03813195,0.8819498,0.000039253493],"about_ca_topic_score_codex":0.07192317,"about_ca_topic_score_gemma":0.118920416,"teacher_disagreement_score":0.07192317,"about_ca_system_score_codex":0.013362049,"about_ca_system_score_gemma":0.013043625,"threshold_uncertainty_score":0.14300907},"labels":[],"label_agreement":null},{"id":"W1879411975","doi":"10.15353/joci.v11i3.2707","title":"What are Community Wireless Networks For?","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Framing (construction); Citizen journalism; Process (computing); Knowledge management; Context (archaeology); Publics; Public relations; Management science; Computer science; Sociology; Political science; Engineering; Politics; World Wide Web","score_opus":0.08684298877082682,"score_gpt":0.278950839903076,"score_spread":0.1921078511322492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1879411975","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1262841,0.063010834,0.07779988,0.35594687,0.004545304,0.00042394074,0.0015602639,0.00085754105,0.3695712],"genre_scores_gemma":[0.9157621,0.031803705,0.016122285,0.0074972794,0.0021382382,0.00045376256,0.00049509166,0.00023725301,0.025490282],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99778724,0.0008903634,0.00006791124,0.00034377017,0.00047559376,0.00043514476],"domain_scores_gemma":[0.99382013,0.0023082974,0.000958508,0.00055679196,0.001122811,0.001233523],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0027695165,0.00046921842,0.00049508037,0.002528772,0.004060485,0.011730579,0.00105914,0.003195568,0.010328348],"category_scores_gemma":[0.017936451,0.0003551832,0.00040530093,0.0032416186,0.0047579063,0.02633799,0.0026084338,0.0017241661,0.0023118574],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000098558834,0.00007368065,0.015423619,0.001001641,0.00006197773,0.0003815707,0.007307753,0.0016112521,0.00060706644,0.59782046,0.058178566,0.31743386],"study_design_scores_gemma":[0.00002187968,0.000058924008,0.006712716,0.0014072872,0.000041782343,0.00067249447,0.01858755,0.0026996217,0.00044503104,0.42831796,0.5409586,0.00007612356],"about_ca_topic_score_codex":0.0058251214,"about_ca_topic_score_gemma":0.004368241,"teacher_disagreement_score":0.9959395,"about_ca_system_score_codex":0.002567532,"about_ca_system_score_gemma":0.0023150921,"threshold_uncertainty_score":0.0345518},"labels":[],"label_agreement":null},{"id":"W1879816545","doi":"10.15353/joci.v11i2.2834","title":"Local Ownership, Exercise of Ownership and Moving from Passive to Active Entitlement: A practice-led inquiry on a rural community network","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Entitlement (fair division); Meaning (existential); Scholarship; Rural community; Software deployment; Informatics; Community network; Sociology; Public relations; Key (lock); Knowledge management; Business; Political science; Economic growth; Psychology; Computer science; Socioeconomics; Economics","score_opus":0.07266081679418934,"score_gpt":0.30597937633347627,"score_spread":0.23331855953928693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1879816545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816048,0.00020752804,0.0034924503,0.0037216442,0.000015018636,0.00007763503,0.0000066538987,0.0000070116093,0.010867296],"genre_scores_gemma":[0.9984648,0.00013850084,0.0005880109,0.00007647109,0.0000034908512,0.000033726294,0.000002103917,0.0000042334595,0.0006886574],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9863636,0.0115697,0.0001412992,0.0005276681,0.00054174196,0.00085596147],"domain_scores_gemma":[0.97788686,0.018311005,0.0013568398,0.00055195065,0.00063983846,0.001253473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014433934,0.00029057666,0.00042856822,0.0016345263,0.014553581,0.0066753747,0.0018024885,0.0017861105,0.0020048171],"category_scores_gemma":[0.019139431,0.0004227639,0.0001608173,0.0014188706,0.02868354,0.009385552,0.009933787,0.002744073,0.00011353236],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010057124,0.000032346587,0.0020395434,0.0000353028,0.000001536895,0.00030755714,0.9806654,0.00007933085,0.00027588522,0.012026619,0.0001056223,0.004420767],"study_design_scores_gemma":[0.0000029371558,0.000026108126,0.0010927297,0.000048710994,0.0000018930149,0.000096941396,0.991548,0.0001640574,0.000118661184,0.0022732553,0.0046217446,0.000004942057],"about_ca_topic_score_codex":0.00896291,"about_ca_topic_score_gemma":0.017263401,"teacher_disagreement_score":0.014553581,"about_ca_system_score_codex":0.006092998,"about_ca_system_score_gemma":0.006371025,"threshold_uncertainty_score":0.076334834},"labels":[],"label_agreement":null},{"id":"W1882577657","doi":"10.15353/joci.v11i3.2705","title":"First Mile Methodologies in Community Informatics Research: Learning from First Nations","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"General partnership; Informatics; Indigenous; Mile; Work (physics); Knowledge management; Sociology; Computer science; Political science; Engineering; Geography","score_opus":0.47431950797917427,"score_gpt":0.4851428422992219,"score_spread":0.010823334320047617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1882577657","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14601848,0.043187376,0.28495592,0.34217802,0.002306239,0.0007320893,0.00005849323,0.00027781728,0.18028566],"genre_scores_gemma":[0.8260455,0.015612802,0.1368948,0.011404346,0.0004774494,0.0012649527,0.00003936374,0.00021554877,0.008045062],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.8802076,0.110278554,0.0012100608,0.0024165285,0.003844579,0.0020426672],"domain_scores_gemma":[0.8076894,0.16235636,0.0037131938,0.012025982,0.008631607,0.0055834856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.17093654,0.0010456817,0.0017509809,0.006050621,0.020038119,0.022314986,0.0047907475,0.0063761557,0.0044879457],"category_scores_gemma":[0.10779245,0.0011766382,0.0008573038,0.004290442,0.086292006,0.045699615,0.0294725,0.014339442,0.0008661836],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025657704,0.00012084853,0.001691371,0.00051370275,0.00003443023,0.0002859155,0.424366,0.00038908448,0.00017821454,0.530146,0.0027200829,0.03952874],"study_design_scores_gemma":[0.000023565592,0.00009787527,0.00060725183,0.0025710554,0.000022364264,0.00023380565,0.2666793,0.0013347646,0.0005282315,0.64233625,0.08550659,0.000059028287],"about_ca_topic_score_codex":0.009653754,"about_ca_topic_score_gemma":0.014403833,"teacher_disagreement_score":0.99034625,"about_ca_system_score_codex":0.012925594,"about_ca_system_score_gemma":0.021564651,"threshold_uncertainty_score":0.90400964},"labels":[],"label_agreement":null},{"id":"W1883983601","doi":"10.15353/joci.v4i1.2968","title":"Keeping Promises: Municipal communities struggle to fulfill promises to narrow the digital divide with Municipal Community Wireless Networks","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digital divide; Bridging (networking); Closing (real estate); Rhetoric; Psychological intervention; Perception; Public relations; Political science; Public administration; Sociology; Computer science; Computer security; Information and Communications Technology; Psychology; Law","score_opus":0.06770903668408076,"score_gpt":0.3099266883040704,"score_spread":0.24221765161998962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1883983601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8536242,0.0007315593,0.003736719,0.043408617,0.00018646463,0.000058990816,0.000102392885,0.00008827904,0.09806281],"genre_scores_gemma":[0.9939784,0.00023075403,0.0005621866,0.0008809246,0.00007485952,0.00003620229,0.000042233274,0.00002034071,0.004174065],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.991046,0.00540305,0.0002097024,0.00043523835,0.0016586523,0.0012473445],"domain_scores_gemma":[0.9750251,0.014691435,0.0039458415,0.0017090578,0.0019713342,0.0026572829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012485183,0.0002588523,0.000330548,0.0015310228,0.018399902,0.011564308,0.0011585255,0.0030599425,0.0063555017],"category_scores_gemma":[0.04000064,0.00034686134,0.00022884137,0.0035424414,0.006476701,0.011101522,0.008865064,0.0035765008,0.0007673593],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000351474,0.00023775063,0.046753835,0.00036407443,0.00006560694,0.001574716,0.54932,0.00090042717,0.0014834586,0.23287858,0.051522374,0.11454773],"study_design_scores_gemma":[0.00006225092,0.00018590719,0.020560801,0.00037684068,0.00006778334,0.00027903076,0.6418327,0.0029747689,0.0010774593,0.04639191,0.28612077,0.00006967904],"about_ca_topic_score_codex":0.017569918,"about_ca_topic_score_gemma":0.036488265,"teacher_disagreement_score":0.018399902,"about_ca_system_score_codex":0.0056285593,"about_ca_system_score_gemma":0.0051850155,"threshold_uncertainty_score":0.066028714},"labels":[],"label_agreement":null},{"id":"W1884047119","doi":"10.15353/joci.v7i1-2.2564","title":"Situating Learning for Digital Inclusion in the Social Context of Communities","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Inclusion (mineral); Context (archaeology); Perspective (graphical); Digital inclusion; Situated; The Internet; Sociology; Educational technology; Social learning; Pedagogy; Computer science; Multimedia; World Wide Web; Social science; Geography; Artificial intelligence","score_opus":0.12575997961962068,"score_gpt":0.35875223816605445,"score_spread":0.23299225854643377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1884047119","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34590796,0.0019779585,0.35124263,0.024417756,0.00051619834,0.0015962154,0.00009129334,0.00044165377,0.27380827],"genre_scores_gemma":[0.8933794,0.00040939287,0.096325815,0.00048391422,0.00003751879,0.00042864968,0.000030859344,0.000049173665,0.008855254],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9887707,0.0088297,0.00020800535,0.00070774276,0.0008263225,0.00065754],"domain_scores_gemma":[0.99280643,0.0044211135,0.00062501105,0.0007465113,0.0005371069,0.00086384267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010133047,0.00060304516,0.00053562864,0.0022904507,0.010669199,0.010837842,0.0021999027,0.0032489626,0.0051330663],"category_scores_gemma":[0.008730528,0.0003452282,0.00079810113,0.002013881,0.0218887,0.012734501,0.02136283,0.0023856529,0.0005490313],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006862475,0.0003302903,0.0031996625,0.00048112532,0.000026684114,0.00076964375,0.58929074,0.00084541977,0.0040003113,0.32303816,0.0013542798,0.076594956],"study_design_scores_gemma":[0.00006425355,0.00027146604,0.002455219,0.00075795274,0.00006946273,0.000797327,0.5222782,0.0029343283,0.0055544227,0.29082274,0.17391703,0.000077681296],"about_ca_topic_score_codex":0.0029531014,"about_ca_topic_score_gemma":0.0075377747,"teacher_disagreement_score":0.010837842,"about_ca_system_score_codex":0.004754744,"about_ca_system_score_gemma":0.0073818984,"threshold_uncertainty_score":0.053589284},"labels":[],"label_agreement":null},{"id":"W1892462645","doi":"10.15353/joci.v8i1.3074","title":"Community Radio Provides Elderly a Platform to Have Their Voices Heard in rural Macha, Zambia","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Community radio; Orality; Intangible cultural heritage; Identity (music); Literacy; Cultural heritage; Geography; Political science; Public relations; Aesthetics","score_opus":0.05591014617731924,"score_gpt":0.28531792036066383,"score_spread":0.2294077741833446,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1892462645","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98351526,0.0004329966,0.0002825537,0.0014281123,0.000032380656,0.00009940973,0.00008816484,0.000037257752,0.014083985],"genre_scores_gemma":[0.9840926,0.0005699269,0.00087064237,0.00031553392,0.000018247993,0.000083200204,0.000047497462,0.000009937777,0.013992438],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99986494,0.000047320074,0.0000035647483,0.000009683182,0.000009572779,0.00006492936],"domain_scores_gemma":[0.9998043,0.000046692545,0.0000215581,0.000012749544,0.00002702968,0.00008761008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004936779,0.00019408579,0.000100009056,0.00032290994,0.003369465,0.00084233045,0.0003239009,0.00044841497,0.010828108],"category_scores_gemma":[0.0006797606,0.00020429546,0.000077755576,0.00024640944,0.00074262463,0.0005890527,0.0015337967,0.0004513801,0.00090981723],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013155091,0.0011134574,0.12243404,0.0013579334,0.000032182903,0.013690052,0.52535784,0.00035720665,0.03571122,0.0055064345,0.038506266,0.25461787],"study_design_scores_gemma":[0.00019709083,0.0015091108,0.25139478,0.00058852945,0.00007629233,0.0031393429,0.5554357,0.00044413513,0.0023149408,0.0007694964,0.18407246,0.00005807995],"about_ca_topic_score_codex":0.025151297,"about_ca_topic_score_gemma":0.0882471,"teacher_disagreement_score":0.025151297,"about_ca_system_score_codex":0.0004974877,"about_ca_system_score_gemma":0.0011052244,"threshold_uncertainty_score":0.050009847},"labels":[],"label_agreement":null},{"id":"W1895464879","doi":"10.15353/joci.v9i2.3173","title":"Impact of Internet on delivery of critical cardiac health care: A case study from India","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Artificial Intelligence in Healthcare","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Telemedicine; General partnership; Logistic regression; Medicine; Intensive care; Business; Health care; Medical emergency; Public health; Emergency medicine; Nursing; Intensive care medicine; Computer science; Economic growth; Internal medicine; World Wide Web; Finance; Economics","score_opus":0.21517281689962167,"score_gpt":0.5320459750662858,"score_spread":0.31687315816666417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1895464879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9974721,0.00009574058,0.00015437687,0.0002956813,0.000004345184,0.0000395378,0.000035983616,0.0000043585983,0.0018978046],"genre_scores_gemma":[0.9986053,0.00035111164,0.0003542328,0.00010954486,0.0000099792105,0.000026601789,0.000023092689,0.0000046651917,0.00051541405],"study_design_codex":"case_report","study_design_gemma":"case_report","domain_scores_codex":[0.99847156,0.0007356024,0.00009199595,0.00007882875,0.00021155507,0.000410442],"domain_scores_gemma":[0.9951336,0.0026653777,0.0009745033,0.0002103694,0.0002928499,0.0007232403],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009040422,0.00039652453,0.00029764473,0.0016277884,0.0034505413,0.0016032051,0.0012869133,0.0016765553,0.0023119762],"category_scores_gemma":[0.0039479,0.0003761714,0.00048314763,0.0018581351,0.0012968088,0.0006973984,0.0013273655,0.0011786754,0.00023682644],"study_design_candidate":"case_report","study_design_consensus":"case_report","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003605171,0.004002946,0.3979263,0.00066371425,0.00014251827,0.4460213,0.11044532,0.0023869153,0.0022995865,0.003944755,0.0027408586,0.029065179],"study_design_scores_gemma":[0.00013694684,0.0025115123,0.3291496,0.00050543644,0.0002699135,0.24305871,0.3997823,0.0071254964,0.003937933,0.0007575635,0.012573806,0.00019071397],"about_ca_topic_score_codex":0.023811968,"about_ca_topic_score_gemma":0.035932668,"teacher_disagreement_score":0.023811968,"about_ca_system_score_codex":0.002696221,"about_ca_system_score_gemma":0.0015385214,"threshold_uncertainty_score":0.04734671},"labels":[],"label_agreement":null},{"id":"W1899484390","doi":"10.15353/joci.v2i2.2077","title":"Towards a Code Of Cyberethics","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Immunization Research Network","keywords":"Accountability; Variety (cybernetics); Ethical code; Information and Communications Technology; Code of conduct; Diversity (politics); Process (computing); Business; Code (set theory); Service delivery framework; Set (abstract data type); Public relations; Service (business); Knowledge management; Computer science; Political science; World Wide Web; Marketing","score_opus":0.05969458444951497,"score_gpt":0.3699241213526558,"score_spread":0.3102295369031408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1899484390","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009465743,0.0025032035,0.4935369,0.29653442,0.005891613,0.0011948365,0.00017955538,0.0004825891,0.19021113],"genre_scores_gemma":[0.29981434,0.002947283,0.5975918,0.05125869,0.0021415148,0.0029601334,0.0004054012,0.0005396349,0.04234113],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.85956216,0.087665714,0.008586791,0.006463574,0.033319384,0.0044024535],"domain_scores_gemma":[0.85745794,0.063954175,0.006927554,0.02203617,0.041321836,0.008302377],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.11093825,0.00090573303,0.001543852,0.0052147354,0.010566081,0.027750727,0.0038230089,0.015069648,0.0039221137],"category_scores_gemma":[0.12733525,0.0012012223,0.0014462286,0.0032375245,0.06393911,0.021270262,0.015580093,0.029223507,0.0025504162],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000037539667,0.000016720716,0.00011922683,0.000033925666,0.0000026138794,0.00003240923,0.0032068633,0.00026991585,0.00010220006,0.98421603,0.0060495944,0.0059466274],"study_design_scores_gemma":[0.000015948764,0.000023055734,0.00023193736,0.00045602556,0.000003888333,0.00008578966,0.002885461,0.0016326279,0.0002989527,0.7854655,0.20886081,0.000040049716],"about_ca_topic_score_codex":0.0077267704,"about_ca_topic_score_gemma":0.003958217,"teacher_disagreement_score":0.11093825,"about_ca_system_score_codex":0.01190399,"about_ca_system_score_gemma":0.0515226,"threshold_uncertainty_score":0.58670455},"labels":[],"label_agreement":null},{"id":"W1900617828","doi":"10.15353/joci.v3i3.2362","title":"Manteniendo lazos vía Web: El Caso de las Comunidades Mexicanas de Emigrantes en los EUA","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Diaspora, migration, transnational identity","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Closeness; Feeling; Political science; The Internet; Phenomenon; Humanities; Geography; World Wide Web; Art; Computer science; Psychology; Social psychology","score_opus":0.028691145431813128,"score_gpt":0.3420732979758683,"score_spread":0.31338215254405516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1900617828","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99332994,0.0003474181,0.00009900877,0.001347915,0.000021120872,0.000013555543,0.000059811,0.000013693636,0.0047676354],"genre_scores_gemma":[0.9957131,0.0009070805,0.00018185485,0.00018710292,0.000039007442,0.00001586595,0.00009813178,0.000008998334,0.0028488056],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99967206,0.00011008279,0.00001952422,0.000035130957,0.000051717823,0.00011142641],"domain_scores_gemma":[0.998083,0.0006043223,0.00062748854,0.00011450368,0.00019577402,0.00037497774],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008293588,0.00021804281,0.00022198414,0.0010159449,0.0029643436,0.002490143,0.00063789333,0.0009817091,0.0032299627],"category_scores_gemma":[0.003962063,0.00018360488,0.0001423827,0.0013851073,0.0011353721,0.0018458465,0.001973157,0.0010690774,0.00033634814],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007705901,0.0012426064,0.562952,0.00038192424,0.000060176066,0.046556097,0.23986708,0.0002631501,0.002050471,0.0058294064,0.012278244,0.12774824],"study_design_scores_gemma":[0.000063643514,0.00025112156,0.2437663,0.00029030716,0.00010328037,0.007520295,0.67947865,0.0013592733,0.0006267113,0.0012070745,0.06529663,0.00003676764],"about_ca_topic_score_codex":0.037868366,"about_ca_topic_score_gemma":0.057422422,"teacher_disagreement_score":0.037868366,"about_ca_system_score_codex":0.00084849424,"about_ca_system_score_gemma":0.0006961663,"threshold_uncertainty_score":0.075295925},"labels":[],"label_agreement":null},{"id":"W1910777513","doi":"10.15353/joci.v8i1.3054","title":"Sustaining Online Communities Involving Seniors","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustenance; Hybridity; Maturity (psychological); Online community; Public relations; Internet privacy; Business; Political science; Psychology; Sociology; World Wide Web; Ecology; Computer science; Biology; Developmental psychology","score_opus":0.05251297994128257,"score_gpt":0.327396984697845,"score_spread":0.27488400475656244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1910777513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9031676,0.000949791,0.010799005,0.0053625233,0.00029938403,0.00045630898,0.00014388376,0.00032483824,0.07849662],"genre_scores_gemma":[0.9824698,0.00031993468,0.0054699806,0.0005721632,0.000107787986,0.0000972702,0.00014188909,0.000029519828,0.010791625],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9973109,0.00095851044,0.00013087664,0.00036369296,0.00067514146,0.0005609116],"domain_scores_gemma":[0.9820592,0.0022354012,0.0015434014,0.0017505116,0.0032558022,0.00915556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004867898,0.0003692357,0.00030478006,0.0020261633,0.007231956,0.0056657856,0.0015047659,0.0013710866,0.008765318],"category_scores_gemma":[0.020304002,0.00023236337,0.00033993332,0.0009526105,0.0021440142,0.005735824,0.012191336,0.0009118119,0.0018304426],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020381152,0.0012287628,0.145074,0.0005268247,0.00011263202,0.0032461402,0.1733277,0.00058094674,0.006029195,0.05593561,0.026928725,0.5868057],"study_design_scores_gemma":[0.00015360952,0.0019239391,0.07285348,0.0009927026,0.00020397092,0.003179661,0.32834405,0.0039129658,0.003430471,0.097013585,0.48784783,0.00014377433],"about_ca_topic_score_codex":0.0026477315,"about_ca_topic_score_gemma":0.0052630664,"teacher_disagreement_score":0.008765318,"about_ca_system_score_codex":0.0011276196,"about_ca_system_score_gemma":0.004509037,"threshold_uncertainty_score":0.029322863},"labels":[],"label_agreement":null},{"id":"W1913353799","doi":"10.15353/joci.v9i1.3180","title":"Power, Communities, and Community Informatics: a meta-study","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Context (archaeology); Theme (computing); Empowerment; Health Administration Informatics; Power (physics); Engineering ethics; Sociology; Health informatics; Political science; Computer science; World Wide Web; Engineering; Geography","score_opus":0.0928244773012054,"score_gpt":0.2983105502886878,"score_spread":0.2054860729874824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1913353799","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30291355,0.6069882,0.046787445,0.012779922,0.0008716883,0.0017466925,0.0009155135,0.00008542395,0.026911678],"genre_scores_gemma":[0.8682065,0.107400745,0.019235428,0.0017975308,0.00022365373,0.0014808734,0.0003599693,0.00007045218,0.0012248454],"study_design_codex":"design_other","study_design_gemma":"systematic_review","domain_scores_codex":[0.9741131,0.020426406,0.001657413,0.0013708473,0.0020560515,0.00037617446],"domain_scores_gemma":[0.8434919,0.14260265,0.0050366907,0.0038494652,0.004269609,0.0007496685],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.038805485,0.0009374642,0.002451803,0.015945552,0.0023257157,0.0069248946,0.0015255758,0.0015276282,0.002907364],"category_scores_gemma":[0.059640817,0.0007668951,0.0031968134,0.014628119,0.0043628337,0.015326973,0.0041847867,0.0021892649,0.00016034296],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00078340614,0.00065922,0.05155169,0.107882604,0.022408422,0.00090619153,0.3083269,0.0033602123,0.0012955341,0.16716766,0.0045610475,0.33109707],"study_design_scores_gemma":[0.00047447332,0.0025239107,0.056049865,0.21699934,0.038196735,0.0018046559,0.35354334,0.005501633,0.00375624,0.137882,0.18288212,0.0003857196],"about_ca_topic_score_codex":0.0044887513,"about_ca_topic_score_gemma":0.007853117,"teacher_disagreement_score":0.9611945,"about_ca_system_score_codex":0.0077232136,"about_ca_system_score_gemma":0.006000842,"threshold_uncertainty_score":0.20522547},"labels":[],"label_agreement":null},{"id":"W1922862093","doi":"10.15353/joci.v2i1.2097","title":"Community Networking and Public Benefits","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University; Innovation, Science and Economic Development Canada","funders":"","keywords":"Converse; Order (exchange); Government (linguistics); Welfare; Public benefit; Business; Public relations; Public economics; Macro; Economics; Computer science; Political science; Finance","score_opus":0.06606358190074559,"score_gpt":0.25082003681119397,"score_spread":0.1847564549104484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1922862093","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16842508,0.0066042235,0.0051447847,0.030397648,0.00031488828,0.0000834343,0.00014343814,0.00004458023,0.7888419],"genre_scores_gemma":[0.9850153,0.0014431245,0.000558484,0.0005604299,0.00018745284,0.00003194559,0.000030449111,0.0000066557764,0.012166283],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99832696,0.0007663738,0.000032512962,0.00012363032,0.0003252312,0.00042530225],"domain_scores_gemma":[0.99600726,0.0015168369,0.0008599372,0.0002198526,0.00040625635,0.0009897704],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018925635,0.00021820585,0.0001820065,0.001629616,0.0023762917,0.0034591453,0.0003313898,0.0012985398,0.016775122],"category_scores_gemma":[0.0057697003,0.000079830665,0.00017789334,0.0012522503,0.004258021,0.002631321,0.0032678188,0.00089704624,0.0004310947],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052985073,0.00018174606,0.008858378,0.00012647679,0.00002288835,0.00015415455,0.00207863,0.0008076112,0.00013777376,0.89844716,0.0071706236,0.081961535],"study_design_scores_gemma":[0.000056924797,0.00017364667,0.042796142,0.0005859905,0.00004432707,0.0004077972,0.008586441,0.0016008627,0.00028544982,0.6821342,0.26328942,0.000038902053],"about_ca_topic_score_codex":0.003757291,"about_ca_topic_score_gemma":0.0060967617,"teacher_disagreement_score":0.016775122,"about_ca_system_score_codex":0.0029047485,"about_ca_system_score_gemma":0.0020131415,"threshold_uncertainty_score":0.05611843},"labels":[],"label_agreement":null},{"id":"W1924075539","doi":"10.15353/joci.v3i1.2385","title":"Community Networks as lead users in online public services design.","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Exploit; Asset (computer security); Sovereignty; Isolation (microbiology); Lead (geology); Internet privacy; Computer science; Computer security; Business; Political science; Law","score_opus":0.06705018505183909,"score_gpt":0.3105252541424142,"score_spread":0.24347506909057515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1924075539","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12046778,0.0019877548,0.5076511,0.01787327,0.00057698373,0.001302565,0.00011048048,0.0007959232,0.34923416],"genre_scores_gemma":[0.86714894,0.0005807978,0.08557615,0.0006489087,0.0001132362,0.0008596254,0.000094978524,0.00025809568,0.04471937],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9839251,0.012611077,0.00024399589,0.00078814384,0.0017357472,0.0006960115],"domain_scores_gemma":[0.98444784,0.008143243,0.0009770619,0.0012786043,0.0023682665,0.0027849264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01227686,0.0005796551,0.0002450632,0.0022623958,0.006580311,0.007818526,0.0016934751,0.0028538841,0.012001774],"category_scores_gemma":[0.028780838,0.00056120404,0.00042303198,0.0012220686,0.0075439312,0.014857282,0.009270006,0.0016682906,0.0019319841],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010800774,0.00017236115,0.0038949181,0.00018851603,0.000022361533,0.0005447666,0.04805205,0.0023358972,0.0007539573,0.84481114,0.010037451,0.08907866],"study_design_scores_gemma":[0.000115020826,0.00018726321,0.0011753468,0.00036531725,0.000062722625,0.0006710638,0.036305625,0.027370645,0.0016155288,0.69026166,0.24180996,0.00005974992],"about_ca_topic_score_codex":0.0029630007,"about_ca_topic_score_gemma":0.0053813965,"teacher_disagreement_score":0.01227686,"about_ca_system_score_codex":0.003337719,"about_ca_system_score_gemma":0.0048331907,"threshold_uncertainty_score":0.06492698},"labels":[],"label_agreement":null},{"id":"W1924680885","doi":"10.15353/joci.v10i3.3440","title":"Rethinking Third Places: Contemporary Design With Technology","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; Mitacs; Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Affordance; ICTS; Point (geometry); Third order; Order (exchange); Third world; Third age; Sociology; Economic geography; Information and Communications Technology; Geography; Computer science; Human–computer interaction; Political science; World Wide Web; History; Business; Mathematics","score_opus":0.06088809969653486,"score_gpt":0.2771043437634202,"score_spread":0.21621624406688533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1924680885","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32451376,0.015509291,0.21921444,0.03247347,0.0009318264,0.00015023169,0.00013353003,0.0007162234,0.40635723],"genre_scores_gemma":[0.9728483,0.0015083891,0.013866259,0.00048974215,0.000054382203,0.00007656638,0.00002381601,0.00016331808,0.0109692495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99315757,0.0046752826,0.0001886343,0.00066964165,0.0006763305,0.00063256413],"domain_scores_gemma":[0.9964593,0.0016778997,0.00028451794,0.00083382026,0.00033836337,0.00040614043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005847446,0.0009457222,0.0005441373,0.0023250708,0.0062849564,0.015303041,0.002064193,0.003064662,0.00725631],"category_scores_gemma":[0.0054847756,0.0005942777,0.0009197307,0.002345952,0.05240317,0.016031735,0.00980914,0.0025673208,0.00094304216],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006518317,0.00002430244,0.0019749303,0.00023351234,0.000023061284,0.00042628177,0.13555324,0.0013770213,0.0007423229,0.8204798,0.0021639839,0.036936425],"study_design_scores_gemma":[0.00004254676,0.00013862735,0.0022303679,0.00064387673,0.000042985725,0.00085409946,0.11577122,0.002575571,0.0015290125,0.4498435,0.42622122,0.00010697691],"about_ca_topic_score_codex":0.007664105,"about_ca_topic_score_gemma":0.0065965927,"teacher_disagreement_score":0.015303041,"about_ca_system_score_codex":0.0097458875,"about_ca_system_score_gemma":0.0032710978,"threshold_uncertainty_score":0.07071167},"labels":[],"label_agreement":null},{"id":"W1925076085","doi":"10.15353/joci.v8i1.3055","title":"Tele-Physical Examination and Tele-Care Systems for Elderly People","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Electronic Health Records Systems","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Health care; The Internet; Psychological intervention; Healthcare system; Elderly people; Medical emergency; Computer science; Medicine; Nursing; Gerontology; World Wide Web","score_opus":0.07775542432767438,"score_gpt":0.41554128454549566,"score_spread":0.3377858602178213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1925076085","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23686643,0.004170146,0.7091751,0.002361079,0.00028435336,0.001075301,0.0030777568,0.012161242,0.030828603],"genre_scores_gemma":[0.82842875,0.0013065211,0.15908158,0.0003662872,0.000053254204,0.00030454947,0.0016152681,0.00010746929,0.00873643],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994854,0.00022367078,0.000044522545,0.00008932589,0.0001284633,0.000028542048],"domain_scores_gemma":[0.9986676,0.00062516914,0.00017025857,0.00019483603,0.00028647287,0.000055736553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060204504,0.00021584053,0.00016371536,0.0008051693,0.00033341607,0.00064784853,0.00039030923,0.0004337884,0.0058162278],"category_scores_gemma":[0.0021168413,0.0001451241,0.00032781862,0.0006086914,0.000234101,0.0009397984,0.00039946244,0.000269976,0.0010613737],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006076181,0.00036840528,0.03456957,0.0008355391,0.00009965757,0.0005385588,0.000853633,0.02543543,0.021713175,0.018388834,0.017635094,0.87895447],"study_design_scores_gemma":[0.000403425,0.0020991403,0.1336315,0.0008067427,0.0005997141,0.0022341202,0.0018227032,0.48968795,0.06545592,0.03866777,0.26437533,0.00021578571],"about_ca_topic_score_codex":0.0037840714,"about_ca_topic_score_gemma":0.0043050707,"teacher_disagreement_score":0.0058162278,"about_ca_system_score_codex":0.0006114802,"about_ca_system_score_gemma":0.00086757506,"threshold_uncertainty_score":0.019457221},"labels":[],"label_agreement":null},{"id":"W1925787027","doi":"10.15353/joci.v9i2.3167","title":"Narrating Aboriginality On-Line: Digital Storytelling, Identity and Healing","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; York University","funders":"","keywords":"Indigenous; Narrative; Negotiation; Digital storytelling; Storytelling; Identity (music); Value (mathematics); Presumption; The Internet; Sociology; Resource (disambiguation); Social media; Digital media; Space (punctuation); Internet privacy; Aesthetics; Gender studies; Political science; Art; Computer science; World Wide Web; Literature; Social science; Ecology; Law; Biology","score_opus":0.13537185522507295,"score_gpt":0.4343720219072199,"score_spread":0.29900016668214696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1925787027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81144285,0.0044626733,0.010577427,0.012873011,0.00027322996,0.00018254449,0.00016282717,0.00014941918,0.15987591],"genre_scores_gemma":[0.9777124,0.0023424511,0.004938322,0.000477816,0.00005688138,0.00005913024,0.000074889336,0.000051257455,0.014286803],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9983536,0.0011139509,0.00003288012,0.00006808918,0.00025013296,0.00018137215],"domain_scores_gemma":[0.99784124,0.001237593,0.00016155092,0.00017892191,0.00018919774,0.00039139402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021520834,0.00043818323,0.0002182121,0.0011542097,0.00997323,0.0067463606,0.0010295694,0.0014436714,0.0043263887],"category_scores_gemma":[0.0040063947,0.00018054165,0.0002075278,0.0010630413,0.009870102,0.00342266,0.0059924657,0.0016173557,0.0004985162],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021991042,0.000027803813,0.0016455692,0.000108448075,0.000007881316,0.0011818481,0.9698519,0.00011614825,0.00091248046,0.008659165,0.002248949,0.0152178155],"study_design_scores_gemma":[0.000006406352,0.0000458836,0.003517991,0.00025875142,0.000021263058,0.0015773014,0.86467135,0.00037027508,0.0012188563,0.0042039016,0.1240817,0.000026371483],"about_ca_topic_score_codex":0.053312518,"about_ca_topic_score_gemma":0.1097377,"teacher_disagreement_score":0.053312518,"about_ca_system_score_codex":0.0036446915,"about_ca_system_score_gemma":0.0032065194,"threshold_uncertainty_score":0.10600442},"labels":[],"label_agreement":null},{"id":"W1930933356","doi":"10.15353/joci.v1i3.2032","title":"Cybercafés and their potential as Community Development Tools in India","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":105,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Geography; Environmental planning; Urban planning; Urban community; Regional science; Point (geometry); Civil engineering; Socioeconomics; Sociology; Engineering; Archaeology","score_opus":0.03811225625601877,"score_gpt":0.2663382172510662,"score_spread":0.22822596099504744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1930933356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94924164,0.00076068874,0.0007747753,0.0013771536,0.000022911281,0.000041124997,0.00003421368,0.000060816954,0.047686793],"genre_scores_gemma":[0.9976955,0.00035634634,0.0003836184,0.000042950134,0.000003643888,0.000008651193,0.000009092886,0.0000037948626,0.0014963746],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9989225,0.0005142151,0.000032454824,0.000059437592,0.00015103153,0.00032029688],"domain_scores_gemma":[0.99714524,0.0013062906,0.0003363985,0.00019083524,0.00035324408,0.00066790346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066641613,0.00018909418,0.00013382711,0.0019834274,0.0035211842,0.003785909,0.0005328638,0.0004452038,0.0034148667],"category_scores_gemma":[0.0023375077,0.00016294711,0.00013925711,0.001581686,0.0034419976,0.0022742017,0.0036869629,0.0005435461,0.00018869738],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030119196,0.0004616341,0.14677596,0.0007268517,0.00004373397,0.005765378,0.36471513,0.00091115927,0.0069088927,0.12181207,0.006032006,0.34554595],"study_design_scores_gemma":[0.00003954084,0.00057117053,0.17046672,0.0005764153,0.000057237914,0.004808814,0.5996939,0.0019350463,0.003432245,0.014511138,0.20380594,0.000101806276],"about_ca_topic_score_codex":0.013121976,"about_ca_topic_score_gemma":0.024396284,"teacher_disagreement_score":0.013121976,"about_ca_system_score_codex":0.0013531646,"about_ca_system_score_gemma":0.0026353372,"threshold_uncertainty_score":0.026091158},"labels":[],"label_agreement":null},{"id":"W1932503041","doi":"10.15353/joci.v7i3.2593","title":"Participant-Making: bridging the gulf between community knowledge and academic research","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reflexivity; Bridging (networking); Public relations; Knowledge sharing; Process (computing); Value (mathematics); Meaning (existential); Sociology; Engineering ethics; Knowledge management; Psychology; Political science; Engineering; Social science; Computer science","score_opus":0.5096046980774813,"score_gpt":0.5002426183993148,"score_spread":0.00936207967816649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1932503041","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17900534,0.0060041435,0.5235602,0.11785138,0.0026621055,0.003189298,0.00013229829,0.00043662643,0.16715862],"genre_scores_gemma":[0.90258414,0.001718775,0.07870076,0.004139458,0.0003534251,0.00282615,0.00007906501,0.00025468614,0.009343482],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.63850564,0.3296781,0.0049261414,0.009543529,0.013537982,0.0038086893],"domain_scores_gemma":[0.70448506,0.23018846,0.009886938,0.03042947,0.014043263,0.0109668225],"candidate_categories":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.3147449,0.0012903645,0.001528649,0.00578593,0.018323848,0.02777482,0.006536924,0.009358334,0.007587036],"category_scores_gemma":[0.22750135,0.0013221024,0.0013470806,0.003673858,0.07189322,0.04550705,0.04568067,0.009677165,0.0013970727],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017501686,0.00014635637,0.002150449,0.0007192566,0.00004620855,0.00049536565,0.52937263,0.00034137766,0.0009492417,0.41227657,0.002290965,0.051036492],"study_design_scores_gemma":[0.00017762507,0.00033567418,0.00087096746,0.0019024748,0.000054973018,0.000617469,0.26662394,0.0016444454,0.0013736822,0.5657323,0.1605501,0.000116399526],"about_ca_topic_score_codex":0.0017090597,"about_ca_topic_score_gemma":0.0018779588,"teacher_disagreement_score":0.98167616,"about_ca_system_score_codex":0.006101395,"about_ca_system_score_gemma":0.02349532,"threshold_uncertainty_score":0.8450416},"labels":[],"label_agreement":null},{"id":"W1936081711","doi":"10.15353/joci.v2i3.2069","title":"Youth Interns and The Strategic Deployment of ICTs for Public Access","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Internship; Software deployment; Government (linguistics); Public relations; Business; ICTS; Information and Communications Technology; Public policy; Political science; Engineering","score_opus":0.25582394898299016,"score_gpt":0.43229132405078463,"score_spread":0.17646737506779447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1936081711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8434219,0.0006620816,0.0011871726,0.021542735,0.00013911177,0.00009106284,0.00005817104,0.000066845554,0.1328309],"genre_scores_gemma":[0.9950406,0.00022310634,0.00021210164,0.00063741795,0.000020863585,0.000017533766,0.000014075951,0.000009668504,0.0038246408],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9952301,0.0017951798,0.00006789079,0.00017317914,0.00047137192,0.0022623974],"domain_scores_gemma":[0.99071443,0.0016338752,0.00074739003,0.0002248753,0.00088194595,0.0057974593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005370948,0.00016952177,0.00010789491,0.0008821557,0.0071750884,0.0059850235,0.0006884309,0.0011854831,0.0042245146],"category_scores_gemma":[0.007874408,0.00023687881,0.00018597148,0.0007656034,0.0057238196,0.0018051981,0.005730483,0.0023361105,0.00022610277],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025115628,0.0008822732,0.1919385,0.00020105985,0.00003150417,0.0019797236,0.41015396,0.0006766287,0.0023167399,0.18093672,0.042925917,0.16770585],"study_design_scores_gemma":[0.00006440181,0.0004236273,0.0960502,0.0003015585,0.000031095937,0.00046383546,0.63518476,0.00071716064,0.0009450307,0.007868729,0.25789148,0.000058067224],"about_ca_topic_score_codex":0.21333659,"about_ca_topic_score_gemma":0.30861145,"teacher_disagreement_score":0.21333659,"about_ca_system_score_codex":0.00797555,"about_ca_system_score_gemma":0.021321286,"threshold_uncertainty_score":0.4241897},"labels":[],"label_agreement":null},{"id":"W1936484816","doi":"10.15353/joci.v7i1-2.2568","title":"The Rede Brasil De Bibliotecas Comunitárias: A Space For Sharing Information And Building New Knowledge","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Education and Digital Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Public space; Library science; Sociology; Computer science; Engineering; Art","score_opus":0.12949879101537276,"score_gpt":0.3741377903204546,"score_spread":0.24463899930508182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1936484816","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30537716,0.007017016,0.023683412,0.025474686,0.00077631924,0.00040805584,0.00035118655,0.0006863507,0.6362259],"genre_scores_gemma":[0.9538396,0.0018768875,0.0076051606,0.0009994593,0.00012730352,0.00014934075,0.00011701182,0.00012375471,0.035161454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98945415,0.00603798,0.00037549617,0.00074348174,0.0023617889,0.0010272369],"domain_scores_gemma":[0.9910301,0.0032399667,0.0011180768,0.0020017608,0.0011027381,0.001507374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006211457,0.0003202943,0.0005274465,0.0033611245,0.016583253,0.012723516,0.0013588843,0.0020034409,0.00966346],"category_scores_gemma":[0.013375301,0.00040431513,0.00046763485,0.006865332,0.008621467,0.009438696,0.011137211,0.0020675824,0.0010649632],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010279803,0.00009821104,0.011889369,0.00046245815,0.000034028173,0.001086365,0.34201944,0.0004738709,0.002325419,0.4329386,0.018558912,0.19001049],"study_design_scores_gemma":[0.000014527598,0.00006044934,0.0070472388,0.0004432709,0.000026265447,0.0005884472,0.11892517,0.00046871498,0.00057037955,0.017873306,0.85393393,0.00004834836],"about_ca_topic_score_codex":0.037297886,"about_ca_topic_score_gemma":0.06557317,"teacher_disagreement_score":0.037297886,"about_ca_system_score_codex":0.0068535754,"about_ca_system_score_gemma":0.013888227,"threshold_uncertainty_score":0.07416153},"labels":[],"label_agreement":null},{"id":"W1937508980","doi":"10.15353/joci.v8i3.3027","title":"Beyond Community Networks: From Local to Global, from Participation to Deliberation","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Deliberation; Public relations; Local community; Process (computing); Community organization; Work (physics); Sociology; Action (physics); Community building; Community engagement; Political science; Knowledge management; Computer science; Engineering","score_opus":0.06265536674214692,"score_gpt":0.36609981355060284,"score_spread":0.30344444680845595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1937508980","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08690909,0.012164475,0.1078941,0.17314129,0.0015757269,0.0003470052,0.00010213655,0.00042022404,0.61744595],"genre_scores_gemma":[0.96912754,0.0021669716,0.0084963525,0.003624123,0.00028738455,0.0002869204,0.000035395813,0.0001664784,0.01580889],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9823284,0.013341774,0.000344694,0.0011553674,0.0013706195,0.0014591387],"domain_scores_gemma":[0.9840537,0.009658623,0.0010483905,0.0016097181,0.0009960459,0.0026335353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015178974,0.00058964756,0.00061262085,0.0032296726,0.013588522,0.029602945,0.0018947754,0.004105841,0.009160875],"category_scores_gemma":[0.017194476,0.0005583908,0.00054563093,0.0029287222,0.04941418,0.035195794,0.024190709,0.0053090365,0.0009856847],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035246856,0.00003056033,0.001854744,0.00024397083,0.000011839094,0.00040283377,0.16745715,0.00035438893,0.00022951748,0.7803037,0.0076072942,0.041468665],"study_design_scores_gemma":[0.00001916998,0.00004972054,0.0015083327,0.00066965405,0.000017231976,0.0004035855,0.12217828,0.0009083225,0.0004080867,0.5545612,0.3192357,0.000040628078],"about_ca_topic_score_codex":0.003918742,"about_ca_topic_score_gemma":0.005294291,"teacher_disagreement_score":0.029602945,"about_ca_system_score_codex":0.007430908,"about_ca_system_score_gemma":0.0072034965,"threshold_uncertainty_score":0.08027506},"labels":[],"label_agreement":null},{"id":"W1941390081","doi":"10.15353/joci.v3i3.2370","title":"Apropiación de las tecnologías móviles desde un espejo lejano: infiltración barroca, creolización y canibalismo","year":2007,"lang":"es","type":"article","venue":"The Journal of Community Informatics","topic":"Media and Digital Communication","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.028924648498370877,"score_gpt":0.2898209353282076,"score_spread":0.2608962868298367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1941390081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62719613,0.0028636314,0.0047373907,0.008020357,0.00014028141,0.000066427296,0.00012556398,0.00007693263,0.3567733],"genre_scores_gemma":[0.9533286,0.0017363455,0.0011469201,0.00027821562,0.000038988488,0.000041024126,0.00003598673,0.00003491581,0.04335897],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986135,0.0003957221,0.00003411396,0.00016652294,0.00040586185,0.00038433188],"domain_scores_gemma":[0.99813014,0.0006777878,0.00035098905,0.00019484932,0.00035037874,0.00029576517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017450243,0.0004129723,0.00030457613,0.0019860042,0.004953219,0.007847609,0.00095458166,0.0015954503,0.013355092],"category_scores_gemma":[0.0032898337,0.00020667614,0.0003650514,0.0024055543,0.007804246,0.004717415,0.005232881,0.0011685025,0.0009617437],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002193645,0.00013024165,0.06397771,0.0006250848,0.000037146772,0.0019616482,0.42619345,0.0008002539,0.007340969,0.3349413,0.006236584,0.15753625],"study_design_scores_gemma":[0.00002162022,0.00011486667,0.058750328,0.00071903085,0.000045394074,0.0007450117,0.49279043,0.00070726994,0.0018452404,0.026772741,0.41742575,0.00006225997],"about_ca_topic_score_codex":0.040103186,"about_ca_topic_score_gemma":0.07945365,"teacher_disagreement_score":0.040103186,"about_ca_system_score_codex":0.004761715,"about_ca_system_score_gemma":0.0053435066,"threshold_uncertainty_score":0.07973957},"labels":[],"label_agreement":null},{"id":"W1944216278","doi":"10.15353/joci.v3i3.2364","title":"La piedra angular: sujetos y contextos locales en la implementación de las políticas de inclusión digital-","year":2007,"lang":"es","type":"article","venue":"The Journal of Community Informatics","topic":"E-Learning and Knowledge Management","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.01976126929416685,"score_gpt":0.3217145991252217,"score_spread":0.3019533298310549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1944216278","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7150176,0.0039481577,0.006087478,0.019859154,0.00020576142,0.00024701154,0.00034289726,0.00013176317,0.25416017],"genre_scores_gemma":[0.97968197,0.0013717368,0.0012804166,0.00050161115,0.000032237596,0.00012616883,0.00006960207,0.000040310024,0.01689595],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9954556,0.0021859903,0.00015839937,0.0005294233,0.0006585576,0.0010119047],"domain_scores_gemma":[0.993061,0.003271928,0.00123437,0.0006955101,0.0008726489,0.00086450804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009038904,0.00025814373,0.00044007946,0.0022227776,0.009005361,0.012709693,0.0010896262,0.0011275886,0.014244725],"category_scores_gemma":[0.015484648,0.00036527455,0.00036092848,0.0043092077,0.008973912,0.0062923227,0.00846386,0.0018098578,0.0006696341],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006254185,0.00023694105,0.094776124,0.0009939566,0.000067354275,0.0006586757,0.29366717,0.0010545924,0.0016023391,0.42948762,0.011447202,0.16538258],"study_design_scores_gemma":[0.00006186216,0.0002467311,0.12708,0.001528781,0.00011959833,0.00017927204,0.45148754,0.00067567744,0.0016247117,0.018695215,0.39823776,0.00006293681],"about_ca_topic_score_codex":0.07114934,"about_ca_topic_score_gemma":0.11473673,"teacher_disagreement_score":0.07114934,"about_ca_system_score_codex":0.015703311,"about_ca_system_score_gemma":0.014669283,"threshold_uncertainty_score":0.14147043},"labels":[],"label_agreement":null},{"id":"W1946239096","doi":"10.15353/joci.v10i3.3445","title":"Empowering Newcomers with Low-Tech Workshops and High-Tech Analyses","year":2014,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citizen journalism; High tech; Corporate governance; Process (computing); Knowledge management; Participatory GIS; Geographic information system; Computer science; Data science; Process management; Public relations; Business; Political science; World Wide Web; Geography; Cartography","score_opus":0.03863271547783753,"score_gpt":0.307911387373116,"score_spread":0.2692786718952785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1946239096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7373926,0.0003077862,0.13824733,0.0076515614,0.0005841179,0.0029643676,0.00041240765,0.00062860094,0.11181116],"genre_scores_gemma":[0.9150624,0.0002036744,0.06107952,0.00065700925,0.00013152338,0.0029654591,0.0003005941,0.00019153283,0.019408178],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.969519,0.024633609,0.000687822,0.0017196543,0.0019546764,0.0014852096],"domain_scores_gemma":[0.932312,0.039356064,0.0037388462,0.012753137,0.005222026,0.006617856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.035292737,0.00069354963,0.00046873177,0.0024675427,0.0060985563,0.008933112,0.0028009217,0.0016768984,0.012087772],"category_scores_gemma":[0.055161774,0.000578969,0.0006840087,0.0018003293,0.0035269812,0.0069279093,0.0134209795,0.0023502011,0.0026996455],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007728484,0.002466756,0.05836274,0.0010462906,0.000111991474,0.0037067016,0.5192199,0.0019965067,0.010586156,0.040933225,0.014096915,0.3467],"study_design_scores_gemma":[0.00023449934,0.0015119284,0.027041513,0.0008611563,0.00013568946,0.0012839428,0.5906054,0.0069502695,0.010416153,0.04954536,0.31120738,0.00020673063],"about_ca_topic_score_codex":0.0011371033,"about_ca_topic_score_gemma":0.0032874094,"teacher_disagreement_score":0.035292737,"about_ca_system_score_codex":0.0020860895,"about_ca_system_score_gemma":0.00386194,"threshold_uncertainty_score":0.18664801},"labels":[],"label_agreement":null},{"id":"W1949435374","doi":"10.15353/joci.v3i3.2360","title":"Sostenibilidad de proyectos de desarrollo con nuevas tecnologías: el caso de la organización de regantes y su sistema de información en Huaral","year":2007,"lang":"es","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Geography; Philosophy","score_opus":0.017133208431130996,"score_gpt":0.2837699756645281,"score_spread":0.26663676723339713,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1949435374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89830697,0.00068986765,0.021451278,0.002183348,0.000028862436,0.00021301696,0.0001728364,0.00021450799,0.076739304],"genre_scores_gemma":[0.985435,0.0003875447,0.008761677,0.00007824762,0.000011136274,0.00006637251,0.00007018916,0.0000333145,0.005156467],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99235827,0.0036405157,0.00033211903,0.0006656947,0.0023237122,0.00067974976],"domain_scores_gemma":[0.9730608,0.015497937,0.003642321,0.0028176978,0.003950998,0.001030238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010871038,0.00053635304,0.00043960713,0.002968158,0.0026216952,0.010218494,0.0010517706,0.0012702491,0.004963328],"category_scores_gemma":[0.020575622,0.00042459776,0.0006739798,0.0037135473,0.0046245176,0.0064477087,0.0056063803,0.0010772547,0.0006064403],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00065009325,0.00048125075,0.3019233,0.00103222,0.00021261822,0.0012482594,0.18652408,0.008371425,0.01065808,0.22783494,0.0021523852,0.25891134],"study_design_scores_gemma":[0.00011412272,0.0009189331,0.38344374,0.0010264533,0.00043920695,0.001149366,0.28534427,0.03497478,0.021556508,0.1259051,0.14485629,0.00027121432],"about_ca_topic_score_codex":0.018987477,"about_ca_topic_score_gemma":0.020985847,"teacher_disagreement_score":0.018987477,"about_ca_system_score_codex":0.0052109673,"about_ca_system_score_gemma":0.0063301697,"threshold_uncertainty_score":0.057492256},"labels":[],"label_agreement":null},{"id":"W1950396358","doi":"10.15353/joci.v2i3.2075","title":"My Experience with the Sengerema Community Multimedia Centre (CMC)","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Multimedia; Computer science","score_opus":0.02327872475259326,"score_gpt":0.2631002402323579,"score_spread":0.23982151547976463,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1950396358","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86668044,0.0046266895,0.007147307,0.023442663,0.00084068615,0.00022675395,0.00015938471,0.0002581898,0.09661789],"genre_scores_gemma":[0.9649347,0.0011041154,0.0020884548,0.002477311,0.00016054619,0.00004856597,0.000045752655,0.00009079099,0.029049704],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981437,0.0010400269,0.000030096298,0.00012026482,0.00023406486,0.00043193574],"domain_scores_gemma":[0.996968,0.0008064676,0.00020443423,0.00011658691,0.0003921158,0.0015124759],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021292008,0.0003728756,0.00014946867,0.0005187132,0.0073012467,0.0036570427,0.0012156154,0.002182433,0.009132703],"category_scores_gemma":[0.0066119777,0.0002204703,0.00018887957,0.00067313696,0.002965271,0.0024439667,0.0038321575,0.0019727384,0.0014098515],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016474722,0.0002846938,0.0068557435,0.00041666086,0.000016854243,0.0068741078,0.8639959,0.0002623968,0.0049662325,0.0071184584,0.02380645,0.08523771],"study_design_scores_gemma":[0.000023747609,0.0004757324,0.007823951,0.0005835375,0.000033325672,0.0054620057,0.58453375,0.000461474,0.0025544034,0.0012974377,0.39666826,0.00008240753],"about_ca_topic_score_codex":0.010198863,"about_ca_topic_score_gemma":0.017417634,"teacher_disagreement_score":0.010198863,"about_ca_system_score_codex":0.0020018027,"about_ca_system_score_gemma":0.001617559,"threshold_uncertainty_score":0.03055197},"labels":[],"label_agreement":null},{"id":"W1952507580","doi":"10.15353/joci.v7i3.2595","title":"Evolving Relationships: Universities, Researchers and Communities","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Community Based Research Centre","funders":"","keywords":"Data science; Engineering ethics; Political science; Computer science; Engineering","score_opus":0.19783640079940504,"score_gpt":0.35687578910536727,"score_spread":0.15903938830596223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1952507580","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019657805,0.0038527334,0.00011843889,0.08449968,0.90990067,0.000018734465,0.00003756634,0.00002069228,0.0013549451],"genre_scores_gemma":[0.0025026973,0.0029675034,0.00008480899,0.019754967,0.97156334,0.000020425248,0.0000130424105,0.000018480217,0.003074707],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.99360836,0.001590146,0.00070534385,0.0010799266,0.0023279244,0.00068829727],"domain_scores_gemma":[0.9229877,0.051772445,0.0025367045,0.0019236536,0.014074577,0.006704889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014012669,0.0021773414,0.002326477,0.0030889679,0.0049105734,0.016237615,0.0036941287,0.021992775,0.008896673],"category_scores_gemma":[0.044115406,0.0009842499,0.0014927847,0.0017777787,0.0068921275,0.0060074525,0.002480595,0.02077089,0.0034974709],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003475354,0.000022508742,0.00007684635,0.00027286625,0.000018828616,0.00021672896,0.00015877944,0.000021278722,0.000051999228,0.0014002771,0.9928919,0.0048333136],"study_design_scores_gemma":[0.000062370375,0.000041870295,0.0005739563,0.00083533645,0.00006538111,0.00029294295,0.0007693121,0.00017217893,0.0001606443,0.0023621784,0.99463826,0.000025578203],"about_ca_topic_score_codex":0.0009732627,"about_ca_topic_score_gemma":0.0021687504,"teacher_disagreement_score":0.021992775,"about_ca_system_score_codex":0.0029617108,"about_ca_system_score_gemma":0.0030098797,"threshold_uncertainty_score":0.07410693},"labels":[],"label_agreement":null},{"id":"W1953698285","doi":"10.15353/joci.v3i1.2381","title":"Community Informatics and Systems Design","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Health informatics; Computer science; Community design; Engineering informatics; Data science; Engineering; Political science; Electrical engineering; Health care","score_opus":0.08047315096713294,"score_gpt":0.28764038286879795,"score_spread":0.20716723190166503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1953698285","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033360593,0.018974988,0.33482432,0.08691103,0.0022002398,0.00066925853,0.00016317668,0.0004762109,0.5224202],"genre_scores_gemma":[0.9170738,0.0042672846,0.044301577,0.003995802,0.0010357163,0.0011059621,0.000104283594,0.0001687783,0.027946776],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9830299,0.012822787,0.0004924525,0.0010376468,0.0018487298,0.00076851953],"domain_scores_gemma":[0.9695328,0.024137063,0.0010351617,0.0021104543,0.0019530375,0.0012315438],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013633859,0.0010794511,0.0014058107,0.004267231,0.007187014,0.012502609,0.0015994147,0.005746938,0.016262487],"category_scores_gemma":[0.02643108,0.000759084,0.00078171014,0.00398398,0.029672481,0.012831013,0.0069277287,0.005215119,0.0014092088],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004681577,0.00002822321,0.00017665383,0.000069808295,0.000007963683,0.000016860196,0.0010618437,0.0006397508,0.00001934654,0.99007785,0.0018449597,0.0060521136],"study_design_scores_gemma":[0.00002212865,0.000022410046,0.00008967482,0.00008847131,0.0000071896998,0.000034413344,0.0010965249,0.0013400358,0.000052822183,0.96998423,0.027255353,0.0000066669304],"about_ca_topic_score_codex":0.006970377,"about_ca_topic_score_gemma":0.004209765,"teacher_disagreement_score":0.016262487,"about_ca_system_score_codex":0.008450053,"about_ca_system_score_gemma":0.008616843,"threshold_uncertainty_score":0.07210362},"labels":[],"label_agreement":null},{"id":"W1954076670","doi":"10.15353/joci.v3i2.2377","title":"Overnight Internet Browsing Among Cyber Café users in Abraka, Nigeria","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Service (business); Internet access; Internet privacy; World Wide Web; Business; Computer science; Marketing","score_opus":0.026457996149891416,"score_gpt":0.2654672998682803,"score_spread":0.2390093037183889,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1954076670","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995511,0.000045490036,0.0000123781865,0.000029717608,0.0000012214572,0.0000050837393,0.00002144768,7.2869653e-7,0.00033284476],"genre_scores_gemma":[0.99925524,0.00022019102,0.00004307681,0.00003540213,0.0000028250581,0.0000072026337,0.00002975784,9.733697e-7,0.0004053153],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9997961,0.000048115333,0.000021886744,0.000024007482,0.00003814041,0.00007178016],"domain_scores_gemma":[0.99931204,0.00019105378,0.00022112802,0.000026172433,0.00008331173,0.00016637886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024583878,0.00012837967,0.000220517,0.00053579075,0.00097176037,0.00062866474,0.00016208537,0.00038478788,0.0034343367],"category_scores_gemma":[0.0007719995,0.00023965923,0.00013271224,0.0005120268,0.00034263462,0.00056264555,0.00032241252,0.00038000586,0.0002825174],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007891012,0.0002478015,0.96092397,0.000097772834,0.000009479564,0.0012778699,0.023095494,0.000024253917,0.002295832,0.00008344718,0.0003776461,0.011487466],"study_design_scores_gemma":[0.0000028542624,0.00031004482,0.9275392,0.000060537994,0.000009797246,0.0014142708,0.069029406,0.0000762919,0.00021494536,0.000018868735,0.0013133151,0.000010406709],"about_ca_topic_score_codex":0.011354405,"about_ca_topic_score_gemma":0.021422219,"teacher_disagreement_score":0.011354405,"about_ca_system_score_codex":0.00028364934,"about_ca_system_score_gemma":0.00032466513,"threshold_uncertainty_score":0.02257663},"labels":[],"label_agreement":null},{"id":"W1960380014","doi":"10.15353/joci.v8i2.3042","title":"Open Government Data and the Right to Information: Opportunities and Obstacles","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":140,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Freedom of information; Open government; Government (linguistics); Limiting; Legislation; Right to know; Access to information; Open data; Business; Information access; Public relations; Political science; Internet privacy; Computer science; Law; World Wide Web; Engineering","score_opus":0.12465854569674144,"score_gpt":0.3379477461423031,"score_spread":0.21328920044556166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1960380014","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029120257,0.009891387,0.022657897,0.52590114,0.0012556756,0.0000813257,0.00011870796,0.000056265657,0.41091737],"genre_scores_gemma":[0.91436493,0.0083417855,0.009018809,0.03572298,0.001968014,0.00022313421,0.00010220642,0.00011390483,0.030144228],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9565818,0.021014653,0.0021725153,0.003452902,0.011595044,0.0051830187],"domain_scores_gemma":[0.89571637,0.0796806,0.0064602676,0.006808449,0.0052369884,0.006097312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.035196673,0.00041314654,0.0011012749,0.002400697,0.013066831,0.026410075,0.0023278932,0.013051834,0.0094428975],"category_scores_gemma":[0.051829014,0.00063542195,0.0010675107,0.0033533643,0.05556957,0.03079756,0.024609596,0.017783588,0.0012686206],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005425752,0.000009359653,0.00021799703,0.000023909968,0.0000016568736,0.00003416499,0.0009348445,0.00005906402,0.000023706913,0.99346524,0.0015998004,0.0036248134],"study_design_scores_gemma":[0.00001760259,0.000019940813,0.00043392944,0.0004683961,0.000005699838,0.00021432548,0.006866839,0.00031025827,0.00012886825,0.85799116,0.1335068,0.00003621191],"about_ca_topic_score_codex":0.009513311,"about_ca_topic_score_gemma":0.006079167,"teacher_disagreement_score":0.035196673,"about_ca_system_score_codex":0.006816533,"about_ca_system_score_gemma":0.017056001,"threshold_uncertainty_score":0.18614006},"labels":[],"label_agreement":null},{"id":"W1960485688","doi":"10.15353/joci.v1i3.2028","title":"Community Networking as Radical Practice","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Structuring; Public relations; Online community; Community of practice; The Internet; Function (biology); Corporate governance; Internet privacy; Sociology; Community network; Community organization; Business; Knowledge management; Computer science; Political science; World Wide Web; Social science","score_opus":0.07164036308935653,"score_gpt":0.3882614291004482,"score_spread":0.31662106601109163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1960485688","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016477441,0.009723407,0.049289316,0.08056505,0.002243851,0.00029048626,0.00004100001,0.00019839634,0.8411711],"genre_scores_gemma":[0.9159041,0.00451008,0.01617399,0.010425365,0.0019985063,0.0007548084,0.00004753587,0.00012247222,0.05006316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9820655,0.011878091,0.00039258943,0.0018397007,0.002363632,0.0014604602],"domain_scores_gemma":[0.98536116,0.0070624463,0.001386141,0.0027032848,0.0012060173,0.0022809575],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014832512,0.00062313705,0.00053852715,0.0023285353,0.012264353,0.015975155,0.0019533266,0.007327719,0.008512362],"category_scores_gemma":[0.016482245,0.00030775185,0.0004792319,0.0019662208,0.08242877,0.014955021,0.016189309,0.006326595,0.0012248217],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000025079928,0.000007712921,0.00005354982,0.000032858985,0.0000011840865,0.00002382022,0.004704226,0.00005360996,0.000025604764,0.98849946,0.0018550464,0.0047405697],"study_design_scores_gemma":[0.000011734539,0.000022763821,0.00009600347,0.0002011767,0.0000028101617,0.00008349608,0.0039814822,0.00023345168,0.00008421662,0.82062817,0.17464441,0.000010178814],"about_ca_topic_score_codex":0.002115324,"about_ca_topic_score_gemma":0.0022463056,"teacher_disagreement_score":0.015975155,"about_ca_system_score_codex":0.006762493,"about_ca_system_score_gemma":0.010046965,"threshold_uncertainty_score":0.07844275},"labels":[],"label_agreement":null},{"id":"W1960924819","doi":"10.15353/joci.v8i2.3037","title":"The Rhetoric of Transparency and its Reality: Transparent Territories, Opaque Power and Empowerment","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Empowerment; Governmentality; Rhetoric; Corporate governance; Visibility; Power (physics); Sociology; Public relations; Political science; Geography; Business; Law; Politics","score_opus":0.07724719641574015,"score_gpt":0.3228252674506054,"score_spread":0.24557807103486526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1960924819","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17007905,0.0073909857,0.07937477,0.19423792,0.0015226211,0.00009604264,0.000096608426,0.00015997989,0.5470421],"genre_scores_gemma":[0.9917291,0.00077169994,0.0020705033,0.0018147543,0.00019221207,0.00004132107,0.000011839814,0.00003295707,0.003335558],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9745949,0.018993538,0.0005779172,0.0011019371,0.0033883722,0.0013433801],"domain_scores_gemma":[0.96721655,0.025707224,0.0022025965,0.0024788748,0.001503472,0.0008912811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018433629,0.000503143,0.000504,0.002741325,0.010687393,0.014369782,0.0014072164,0.00332816,0.0028524352],"category_scores_gemma":[0.026754286,0.00043245024,0.0005590935,0.0033641767,0.11282275,0.020013778,0.013410168,0.007207877,0.00031593864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010642602,0.0000046295913,0.00025529633,0.000030052226,0.0000021566937,0.00006617258,0.033492573,0.00008620677,0.00006559091,0.9628405,0.0006259648,0.0025201999],"study_design_scores_gemma":[0.000028172259,0.000034024706,0.0008831046,0.00040925396,0.000017158158,0.00026043315,0.054606445,0.00076614425,0.00054774445,0.8230563,0.119347915,0.0000433305],"about_ca_topic_score_codex":0.0060282657,"about_ca_topic_score_gemma":0.0040865364,"teacher_disagreement_score":0.018433629,"about_ca_system_score_codex":0.0056497413,"about_ca_system_score_gemma":0.0071781594,"threshold_uncertainty_score":0.09748751},"labels":[],"label_agreement":null},{"id":"W2033014882","doi":"10.15353/joci.v3i3.2359","title":"Introducción: TIC y América Latina: una revision desde las bases hasta la torre de marfil","year":2007,"lang":"es","type":"article","venue":"The Journal of Community Informatics","topic":"Knowledge Societies in the 21st Century","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hasta; Humanities; Philosophy","score_opus":0.022655583779620996,"score_gpt":0.3391218199343803,"score_spread":0.3164662361547593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033014882","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004104209,0.3692093,0.007519918,0.18967357,0.14657195,0.00015672331,0.0024249337,0.00044350824,0.27989587],"genre_scores_gemma":[0.12654516,0.3934946,0.020945737,0.0886588,0.1372989,0.0009027643,0.0035053412,0.001130392,0.22751825],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970354,0.0009703672,0.00028659144,0.00058018416,0.0007730453,0.00035450966],"domain_scores_gemma":[0.9933389,0.002474361,0.00073104183,0.00041324584,0.0025842877,0.00045813527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042998227,0.0015221599,0.0011338341,0.005973927,0.0035175756,0.008526635,0.0017248064,0.0045830635,0.02524889],"category_scores_gemma":[0.00907249,0.00045386338,0.00079779164,0.009163174,0.006462623,0.0061052563,0.005436446,0.00805011,0.005548062],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000084993175,0.000032665757,0.0019768148,0.0018940944,0.000034234923,0.000341793,0.007855405,0.0002908434,0.00038183457,0.29093906,0.53131,0.16485836],"study_design_scores_gemma":[0.000003157011,0.0000058949067,0.0005941943,0.0009869876,0.000008923235,0.00011506098,0.00081548374,0.000030171403,0.000039942606,0.0032274313,0.99416167,0.000011076333],"about_ca_topic_score_codex":0.043555386,"about_ca_topic_score_gemma":0.031325847,"teacher_disagreement_score":0.043555386,"about_ca_system_score_codex":0.007231552,"about_ca_system_score_gemma":0.008077434,"threshold_uncertainty_score":0.0866037},"labels":[],"label_agreement":null},{"id":"W2096380738","doi":"10.15353/joci.v10i2.2727","title":"Opportunities and Challenges for First-mile Development in Rural Hawaiian Communities","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Indigenous; Geography; The Internet; Environmental planning; Broadband; Business; Economic growth; Political science; Telecommunications; Engineering; Ecology; Computer science; World Wide Web","score_opus":0.0933208620903465,"score_gpt":0.2552061372469881,"score_spread":0.16188527515664158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096380738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9014087,0.0018182135,0.0010347476,0.031994615,0.000067484056,0.00014180984,0.000071130555,0.000037057325,0.0634264],"genre_scores_gemma":[0.99201655,0.0011628901,0.0009457417,0.00059945806,0.000016242448,0.000078456316,0.000024518418,0.000004198016,0.005151912],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9989335,0.00042615907,0.00002265335,0.00004965503,0.00006476552,0.00050322467],"domain_scores_gemma":[0.99826247,0.00023938665,0.0001468637,0.000045122146,0.0001918603,0.0011144107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009789175,0.00024176654,0.0001587497,0.0006606977,0.010281952,0.0048333555,0.0009838153,0.0014388607,0.0064242296],"category_scores_gemma":[0.002161315,0.00021091604,0.00018591013,0.000749645,0.002262684,0.0021005413,0.006340234,0.0012043725,0.00033010772],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119554104,0.00070964877,0.17242756,0.00085328816,0.000048245707,0.015447479,0.52250755,0.0013921,0.003917603,0.08133043,0.02331459,0.177932],"study_design_scores_gemma":[0.000009935292,0.0001225524,0.036557224,0.0002968196,0.000012732895,0.000924929,0.87107635,0.0005839204,0.00021228232,0.008609533,0.08156107,0.000032651653],"about_ca_topic_score_codex":0.07669017,"about_ca_topic_score_gemma":0.1625049,"teacher_disagreement_score":0.07669017,"about_ca_system_score_codex":0.002854674,"about_ca_system_score_gemma":0.010858697,"threshold_uncertainty_score":0.15248758},"labels":[],"label_agreement":null},{"id":"W2096437320","doi":"10.15353/joci.v3i1.2387","title":"Using System Dynamics to Construct Design Theory for Community Information Systems","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Designtheory; Construct (python library); Management science; Development (topology); Process (computing); System dynamics; Development theory; Design process; Information system; Systems design; Systems theory; Engineering design process; Systems engineering; Human–computer interaction; Software engineering; Artificial intelligence; Engineering; Work in process; Mathematics","score_opus":0.06658106677271365,"score_gpt":0.30857362121606874,"score_spread":0.2419925544433551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096437320","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0046493798,0.00023252863,0.9824058,0.0013644705,0.00007115195,0.00019101232,0.00003841011,0.00007456412,0.01097274],"genre_scores_gemma":[0.37839985,0.00096799975,0.6119179,0.00056925364,0.000116630785,0.0022920007,0.00019449786,0.00010864272,0.005433177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99504083,0.0029819354,0.00024420975,0.0004606663,0.0010389145,0.00023346234],"domain_scores_gemma":[0.9930177,0.0048081693,0.000429995,0.00061024225,0.00085239357,0.00028161117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006186587,0.0011281435,0.0010870623,0.002535062,0.0018950739,0.0037843948,0.0019610007,0.0022640151,0.0055420063],"category_scores_gemma":[0.014059754,0.000727236,0.002150593,0.0015063006,0.006163005,0.005574345,0.0046264473,0.0029276852,0.0007568287],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008491912,0.000032844455,0.00028145337,0.00010392811,0.000030045294,0.000054846187,0.0004463965,0.04380857,0.0003244522,0.9476763,0.00054478075,0.0066878716],"study_design_scores_gemma":[0.000033557073,0.00006277627,0.00009005398,0.000086235836,0.000019670228,0.000046180554,0.00022336154,0.17409706,0.00045259774,0.8142594,0.01060595,0.000023080403],"about_ca_topic_score_codex":0.002605302,"about_ca_topic_score_gemma":0.002137542,"teacher_disagreement_score":0.006186587,"about_ca_system_score_codex":0.004454956,"about_ca_system_score_gemma":0.003423833,"threshold_uncertainty_score":0.03271818},"labels":[],"label_agreement":null},{"id":"W2096742039","doi":"10.15353/joci.v9i1.3192","title":"An Analysis of Public Internet Access Points (PIAPs)","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); The Internet; Sustainability; Computer science; Value (mathematics); Public access; Risk analysis (engineering); Business; World Wide Web","score_opus":0.059704452519422434,"score_gpt":0.3236929915152237,"score_spread":0.26398853899580127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096742039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97848445,0.00015267705,0.0074173636,0.00010980745,0.0000056037293,0.00009825519,0.0007159936,0.00006352174,0.012952295],"genre_scores_gemma":[0.99357444,0.00019718621,0.0040297997,0.000006554626,0.000006156838,0.000047589627,0.0007210564,0.000009278134,0.0014079805],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99844235,0.00021363875,0.00008253657,0.00016349694,0.0008722851,0.00022567245],"domain_scores_gemma":[0.99690515,0.00094352895,0.0006640378,0.00018914972,0.0011295417,0.00016847633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000941909,0.00024181264,0.00027512037,0.0057259235,0.0007010214,0.0015860293,0.00041944813,0.00039839782,0.001837346],"category_scores_gemma":[0.0033673262,0.00018470935,0.00030871516,0.009920744,0.0005508132,0.0021672382,0.000759588,0.00040221825,0.00024353732],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016253816,0.0002125207,0.71658915,0.00040998159,0.0001283734,0.001657347,0.0051363497,0.028592877,0.0075443126,0.04883747,0.0018625258,0.18886665],"study_design_scores_gemma":[0.00001042597,0.00041935896,0.8680281,0.00016736511,0.0001249164,0.0012047542,0.0213271,0.067288466,0.006129629,0.009368419,0.025875077,0.000056295867],"about_ca_topic_score_codex":0.008723672,"about_ca_topic_score_gemma":0.0072474396,"teacher_disagreement_score":0.008723672,"about_ca_system_score_codex":0.0015928395,"about_ca_system_score_gemma":0.0010919201,"threshold_uncertainty_score":0.017345786},"labels":[],"label_agreement":null},{"id":"W2099521390","doi":"10.15353/joci.v3i2.2380","title":"Factors Influencing Information Delivery Technology Choice in Deprived Regions in Ghana","year":2007,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Fiscal Policy and Economic Growth","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Willingness to pay; Contingent valuation; Proxy (statistics); Business; Information and Communications Technology; Context (archaeology); Marketing; Rural area; Economic growth; Public economics; Economics; Geography; Political science","score_opus":0.05613124881050784,"score_gpt":0.24965747432216887,"score_spread":0.19352622551166102,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099521390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9993007,0.000055373926,0.000033313972,0.0001232057,4.8101253e-7,0.0000050367516,0.000029837911,4.5782775e-7,0.00045159424],"genre_scores_gemma":[0.99978477,0.000054557862,0.000033272685,0.000011749144,6.005218e-7,0.0000037065288,0.000012272154,4.8818487e-7,0.00009853935],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9994204,0.00030422528,0.00003104376,0.000033940192,0.00005486151,0.00015555907],"domain_scores_gemma":[0.9976921,0.0010320486,0.00087142945,0.00005087845,0.00012169331,0.0002318478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005469551,0.000110943925,0.00018928954,0.00050040695,0.00071685656,0.0007998396,0.00016016678,0.000207938,0.0027629028],"category_scores_gemma":[0.0038116828,0.00015006847,0.00012994035,0.001294857,0.0006420329,0.00046397484,0.00054494565,0.0002857208,0.00015897874],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022085656,0.0001479151,0.96499556,0.00009598482,0.000029302148,0.0010210336,0.01623231,0.0004345112,0.0013612458,0.0008725089,0.00037095157,0.014217695],"study_design_scores_gemma":[0.000013731804,0.00012436195,0.95169216,0.000051310755,0.000012136757,0.0003891652,0.04494607,0.00054354826,0.00019143768,0.00030720962,0.0017200742,0.000008879407],"about_ca_topic_score_codex":0.037858117,"about_ca_topic_score_gemma":0.045944415,"teacher_disagreement_score":0.037858117,"about_ca_system_score_codex":0.0011073432,"about_ca_system_score_gemma":0.0007294307,"threshold_uncertainty_score":0.07527554},"labels":[],"label_agreement":null},{"id":"W2099938256","doi":"10.15353/joci.v1i2.2048","title":"An Interpretivist Case Study of a South African Rural Multi-Purpose Community Centre","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Rural community; Hermeneutics; Actor–network theory; ICTS; Case study research; Regional science; Social science; Information and Communications Technology; Political science; Knowledge management; Epistemology; Socioeconomics; Computer science","score_opus":0.05614069106844963,"score_gpt":0.37413262532934355,"score_spread":0.3179919342608939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099938256","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9512686,0.00043828596,0.01728194,0.0028347813,0.00008546834,0.0019038529,0.00024589695,0.000039067836,0.025902215],"genre_scores_gemma":[0.97922415,0.00063150446,0.011671259,0.00046147162,0.000027574431,0.00050596293,0.00009575606,0.000029857352,0.0073525407],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9915633,0.006603248,0.00015621644,0.00038258528,0.0005604381,0.000734148],"domain_scores_gemma":[0.99274045,0.0050267377,0.00050887244,0.00033095822,0.0006242737,0.00076869887],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00679881,0.00088240916,0.000635102,0.0028514073,0.0145179,0.0038291973,0.0028386645,0.0032946733,0.0040011597],"category_scores_gemma":[0.008718272,0.00051957543,0.0004319732,0.0027904424,0.007956908,0.0028010018,0.0045575085,0.0023827236,0.00046505255],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016179663,0.00063771877,0.007161417,0.0004529795,0.000019281804,0.029730115,0.9295703,0.0013976309,0.0026410585,0.012880081,0.0019119662,0.013435619],"study_design_scores_gemma":[0.000026129732,0.00022692002,0.003356851,0.00027536834,0.000011782705,0.0023011114,0.96499723,0.0013990641,0.00096543564,0.0020699191,0.02434101,0.000029225952],"about_ca_topic_score_codex":0.01636217,"about_ca_topic_score_gemma":0.039497267,"teacher_disagreement_score":0.01636217,"about_ca_system_score_codex":0.006414312,"about_ca_system_score_gemma":0.0041158553,"threshold_uncertainty_score":0.046539307},"labels":[],"label_agreement":null},{"id":"W2102067571","doi":"10.15353/joci.v1i2.2046","title":"Community Informatics and Sustainability: Why Social Capital Matters","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social capital; Reciprocity (cultural anthropology); Sustainability; Public relations; Social engagement; Social sustainability; Knowledge management; Community building; Individual capital; Sense of community; Business; Economic growth; Sociology; Financial capital; Political science; Economics; Social science; Human capital; Computer science","score_opus":0.02416402245440149,"score_gpt":0.25272851816928954,"score_spread":0.22856449571488804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102067571","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21429062,0.014165145,0.06305071,0.3253781,0.0011328005,0.00024274726,0.0001440679,0.00020545744,0.38139033],"genre_scores_gemma":[0.989595,0.0017390926,0.001880526,0.003236048,0.00018830303,0.000055817112,0.000016995713,0.00002088468,0.0032672735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99446774,0.0032261952,0.00011237413,0.0005304957,0.0008578436,0.00080534094],"domain_scores_gemma":[0.98525685,0.010552173,0.001282416,0.0006191119,0.001020955,0.0012683327],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006264984,0.0003694165,0.00046008587,0.0016907952,0.0046523623,0.010017513,0.0008437913,0.003771979,0.005675209],"category_scores_gemma":[0.016401187,0.0002123398,0.00031041334,0.0020439578,0.021147162,0.01125924,0.007178856,0.0024601184,0.00034040777],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023384764,0.00005431435,0.0046573114,0.00016104772,0.000025179203,0.00028047018,0.007667832,0.000761785,0.00015903672,0.95094323,0.004539831,0.0307266],"study_design_scores_gemma":[0.000016852573,0.000034226276,0.003314708,0.0002686878,0.000015762167,0.00018316119,0.0089614475,0.001294543,0.00024923537,0.9373706,0.048264436,0.000026380381],"about_ca_topic_score_codex":0.0059494474,"about_ca_topic_score_gemma":0.004777652,"teacher_disagreement_score":0.010017513,"about_ca_system_score_codex":0.0043424214,"about_ca_system_score_gemma":0.0048649814,"threshold_uncertainty_score":0.03313279},"labels":[],"label_agreement":null},{"id":"W2109694918","doi":"10.15353/joci.v1i3.2029","title":"Is Community Informatics Good for Communities? Questions Confronting an Emerging Field","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":52,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Field (mathematics); Citizen journalism; Engineering informatics; Empowerment; Health Administration Informatics; Process (computing); Knowledge management; Community of practice; Engineering ethics; Public relations; Sociology; Health informatics; Political science; Computer science; Engineering; Social science; World Wide Web","score_opus":0.06750276460396891,"score_gpt":0.30737848547372687,"score_spread":0.23987572086975795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109694918","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007185158,0.020312907,0.0045752684,0.93808264,0.0021092752,0.000041782427,0.000018539884,0.00002566346,0.027648719],"genre_scores_gemma":[0.78982997,0.055704005,0.013663457,0.12209944,0.013363356,0.00036870758,0.000057874197,0.00008969982,0.0048235673],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9335139,0.04739001,0.001720672,0.004148507,0.008451644,0.004775275],"domain_scores_gemma":[0.77920294,0.1704534,0.006287041,0.008726962,0.017459974,0.017869653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08291039,0.0005918457,0.002218526,0.0048669325,0.025075994,0.02548995,0.0040633436,0.01709639,0.0075552207],"category_scores_gemma":[0.09295438,0.0005902101,0.00088430254,0.0051733605,0.124973394,0.060076214,0.020613873,0.018086193,0.00088538],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028119754,0.00011780384,0.0008841336,0.000523221,0.000016020564,0.00015380775,0.01805789,0.00013003124,0.000038600007,0.9293209,0.013857373,0.036872197],"study_design_scores_gemma":[0.000028789738,0.000058868674,0.0005716333,0.0013271234,0.000009380691,0.00017016713,0.0661559,0.0002057091,0.00006486915,0.84455556,0.08681404,0.000038003865],"about_ca_topic_score_codex":0.007115339,"about_ca_topic_score_gemma":0.007173801,"teacher_disagreement_score":0.08291039,"about_ca_system_score_codex":0.010577219,"about_ca_system_score_gemma":0.026242632,"threshold_uncertainty_score":0.43847728},"labels":[],"label_agreement":null},{"id":"W2114174785","doi":"10.15353/joci.v2i2.2081","title":"Effective Communication in Virtual Adversarial Collaborative Communities","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Evolutionary Game Theory and Cooperation","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Adversarial system; Matching (statistics); Computer science; Public relations; Knowledge management; Political science; Artificial intelligence","score_opus":0.012182658185559197,"score_gpt":0.2838417358083525,"score_spread":0.2716590776227933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114174785","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19800542,0.00018044951,0.7580206,0.0033637146,0.00008856453,0.00034352974,0.00004880491,0.00019772247,0.039751235],"genre_scores_gemma":[0.91082966,0.00008944826,0.08536719,0.00018107478,0.00004525838,0.00035428823,0.000045700817,0.000033429853,0.0030540596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.972939,0.021061048,0.0007428905,0.0014541255,0.0028018407,0.0010011587],"domain_scores_gemma":[0.9169829,0.062883206,0.006299512,0.0065521174,0.0041097784,0.0031725622],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018114047,0.00062537467,0.0006592312,0.0018185194,0.0052883276,0.00467448,0.002059504,0.0032537624,0.0041432027],"category_scores_gemma":[0.06024652,0.00055551593,0.0005693807,0.001146528,0.0076080365,0.0084204795,0.008808023,0.001934725,0.00055755395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019197294,0.00024756938,0.0044899,0.00028673065,0.00008718253,0.0010849611,0.01596592,0.064820014,0.0048083123,0.8577829,0.0020265481,0.04820805],"study_design_scores_gemma":[0.00008486115,0.00014489918,0.0010280812,0.000089073525,0.000033707278,0.00031456578,0.005588376,0.17361693,0.002649606,0.80062014,0.015765151,0.000064636646],"about_ca_topic_score_codex":0.0011597644,"about_ca_topic_score_gemma":0.0008302579,"teacher_disagreement_score":0.018114047,"about_ca_system_score_codex":0.0016652532,"about_ca_system_score_gemma":0.0021396026,"threshold_uncertainty_score":0.09579736},"labels":[],"label_agreement":null},{"id":"W2114957230","doi":"10.15353/joci.v6i3.2541","title":"Lighting up the Dark: Telecenter Adoption in a Caribbean Agricultural Community","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Agriculture; Leverage (statistics); Prosperity; ICTS; Solidarity; Geography; Economic growth; Business; Rural area; Socioeconomics; Political science; Sociology; Economics","score_opus":0.03876007733851955,"score_gpt":0.24196732166579973,"score_spread":0.20320724432728018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114957230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969312,0.000079798534,0.000028816425,0.00034495475,0.0000032341713,0.000011203266,0.0000134342035,0.0000012994881,0.0025860483],"genre_scores_gemma":[0.9987356,0.00018950697,0.00005322374,0.00013756298,0.0000032325804,0.0000108498525,0.00001613495,0.000001709982,0.0008520685],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99919695,0.0003523585,0.000016414164,0.000067910034,0.000096772535,0.00026960307],"domain_scores_gemma":[0.998085,0.0004680446,0.00040014493,0.000060476777,0.00031809128,0.00066829205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008251471,0.00021881505,0.000236451,0.0009959679,0.006470772,0.0024203255,0.0006248263,0.0006662167,0.0036244844],"category_scores_gemma":[0.0036867703,0.00016835648,0.00009200635,0.0011928884,0.0020968076,0.00092122296,0.0026272133,0.00088157726,0.00013589153],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017053609,0.0005715718,0.24500562,0.00013108668,0.000023797827,0.002882256,0.69637954,0.00010357061,0.002415957,0.0022254991,0.0020743161,0.048016228],"study_design_scores_gemma":[0.000010434592,0.00009174751,0.08743493,0.000080191676,0.000009891849,0.00020662534,0.9039699,0.0001300628,0.00012877613,0.00021041029,0.0077097956,0.000017211052],"about_ca_topic_score_codex":0.24378255,"about_ca_topic_score_gemma":0.45532265,"teacher_disagreement_score":0.24378255,"about_ca_system_score_codex":0.0026463834,"about_ca_system_score_gemma":0.0032965841,"threshold_uncertainty_score":0.48472714},"labels":[],"label_agreement":null},{"id":"W2122326219","doi":"10.15353/joci.v11i3.2762","title":"Meta-Synthesizing Qualitative Research in Information Systems","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Qualitative research; Consonance and dissonance; Appeal; Qualitative comparative analysis; Management science; Context (archaeology); Computer science; Sociology; Pluralism (philosophy); Grounded theory; Epistemology; Data science; Knowledge management; Social science; Political science; Engineering","score_opus":0.6007416184251423,"score_gpt":0.5423613280294723,"score_spread":0.05838029039566994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122326219","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016030129,0.01466116,0.9047424,0.01964843,0.0024320625,0.01306049,0.002016534,0.0004625021,0.026946293],"genre_scores_gemma":[0.16584636,0.0064843833,0.79604685,0.0037216214,0.00029533342,0.023486197,0.0010598935,0.00033419306,0.002725202],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"systematic_review","domain_scores_codex":[0.6528559,0.3099839,0.014772562,0.0076956907,0.013600142,0.0010918294],"domain_scores_gemma":[0.47907263,0.44753224,0.008812115,0.042960484,0.020781951,0.00084060925],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.29372248,0.0019764362,0.003452416,0.014778846,0.0060784095,0.012514712,0.004858404,0.0031532447,0.008064547],"category_scores_gemma":[0.32790527,0.0015954883,0.0038092015,0.01347727,0.014473546,0.011466527,0.011543923,0.004446746,0.00085270195],"study_design_candidate":"systematic_review","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003122255,0.00019545441,0.0025226614,0.03293384,0.0016684495,0.0005332842,0.1927081,0.007971634,0.002292331,0.55248433,0.01224875,0.19412893],"study_design_scores_gemma":[0.00027297848,0.00023007236,0.0011930792,0.032753915,0.00089408853,0.00026244763,0.06317196,0.009584,0.003687936,0.7169373,0.17079619,0.00021604027],"about_ca_topic_score_codex":0.00331091,"about_ca_topic_score_gemma":0.0061762636,"teacher_disagreement_score":0.7062775,"about_ca_system_score_codex":0.0131489625,"about_ca_system_score_gemma":0.02143126,"threshold_uncertainty_score":0.87096596},"labels":[],"label_agreement":null},{"id":"W2122339349","doi":"10.15353/joci.v1i2.2050","title":"A Role for Universities in Sustaining Regional ICT Initiatives? Exploring the Case of the University of Ballarat","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Context (archaeology); Sustainability; Public relations; Political science; Discipline; Element (criminal law); Knowledge management; Sociology; Business; Geography","score_opus":0.05917335947549013,"score_gpt":0.244807944898064,"score_spread":0.18563458542257388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2122339349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78765076,0.0029916381,0.0036696706,0.054372415,0.00024374797,0.0001456862,0.000031132688,0.000070930786,0.1508241],"genre_scores_gemma":[0.99208844,0.00056879414,0.000753666,0.0009450692,0.000031885593,0.000037913134,0.0000087780345,0.000015804351,0.005549497],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98941725,0.007054439,0.0001445542,0.0002974864,0.00042008198,0.00266607],"domain_scores_gemma":[0.99207217,0.0030454819,0.0006955177,0.00033001456,0.0007282007,0.003128712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00665114,0.00032826333,0.0004360298,0.0011423081,0.022278674,0.014145802,0.0023438204,0.006535911,0.008452258],"category_scores_gemma":[0.011104913,0.00046379794,0.00055537804,0.0016189042,0.009968853,0.007608198,0.011666067,0.0028391124,0.0011159584],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037325372,0.00069354975,0.02574024,0.000658934,0.00006244862,0.035755605,0.4230314,0.004508975,0.0029352522,0.42421007,0.012347505,0.06968279],"study_design_scores_gemma":[0.00005271453,0.00026242418,0.011465072,0.0004783,0.00006019339,0.0040560295,0.75145304,0.001845634,0.0011109065,0.023407143,0.20571308,0.0000953798],"about_ca_topic_score_codex":0.035859793,"about_ca_topic_score_gemma":0.052639686,"teacher_disagreement_score":0.035859793,"about_ca_system_score_codex":0.00908235,"about_ca_system_score_gemma":0.0101031205,"threshold_uncertainty_score":0.071302116},"labels":[],"label_agreement":null},{"id":"W2124328375","doi":"10.15353/joci.v1i2.2049","title":"Sustaining Computer Use and Learning in Community Computing Contexts: Making Technology Part of Who They are and What They Do","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Nexus (standard); Work (physics); Knowledge management; Participatory design; Citizen journalism; Public relations; Participatory planning; Process (computing); Sociology; Engineering; Political science; Computer science; World Wide Web","score_opus":0.0337460576943033,"score_gpt":0.2635867585981696,"score_spread":0.2298407009038663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124328375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8808038,0.00092852535,0.009466747,0.012289853,0.000078345605,0.0001829581,0.000027823846,0.000095736614,0.096126236],"genre_scores_gemma":[0.99345076,0.00029868746,0.002132195,0.00049034215,0.000030314657,0.000051832623,0.000016810842,0.000023117402,0.0035059839],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99469227,0.002722817,0.00012684653,0.00061042025,0.00090982456,0.00093780266],"domain_scores_gemma":[0.9823247,0.006382502,0.0019400693,0.0014806816,0.0022262197,0.005645824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045183958,0.00029104855,0.00024659513,0.0017094617,0.008249776,0.010426812,0.0012406488,0.0017824975,0.0038243872],"category_scores_gemma":[0.015372398,0.00024949262,0.0002531245,0.0010593478,0.008893297,0.006553018,0.007226969,0.001885453,0.00074372377],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000094861316,0.0013475211,0.1653141,0.00032662533,0.00008038953,0.0009509923,0.33648193,0.00062194664,0.005369772,0.059140403,0.0073655904,0.42290583],"study_design_scores_gemma":[0.000056473487,0.00084800395,0.07228655,0.0006048727,0.000109925306,0.0009256468,0.5336228,0.0017823379,0.004971947,0.08607742,0.29859927,0.000114733775],"about_ca_topic_score_codex":0.0043712906,"about_ca_topic_score_gemma":0.0076919883,"teacher_disagreement_score":0.010426812,"about_ca_system_score_codex":0.0021639944,"about_ca_system_score_gemma":0.005504594,"threshold_uncertainty_score":0.0238958},"labels":[],"label_agreement":null},{"id":"W2128733735","doi":"10.15353/joci.v8i2.3047","title":"Trustworthy Records and Open Data","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Open government; Government (linguistics); Open data; Enthusiasm; Trustworthiness; Computer science; Key (lock); Data science; Value (mathematics); Business; Public relations; Computer security; World Wide Web; Political science; Psychology","score_opus":0.16212200099934337,"score_gpt":0.28919266389709736,"score_spread":0.12707066289775398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128733735","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023287278,0.026704527,0.3779602,0.3809998,0.0047994675,0.00069279945,0.0014492465,0.00066891353,0.18343778],"genre_scores_gemma":[0.74409145,0.028914178,0.16709113,0.025054358,0.008494622,0.0011125923,0.0017089684,0.00062429335,0.022908438],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.7934619,0.11496278,0.019776804,0.014742531,0.05293443,0.004121579],"domain_scores_gemma":[0.3284858,0.45626083,0.04120514,0.11766786,0.048938036,0.007442342],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.1531909,0.00054038386,0.0019199875,0.008794682,0.009085986,0.033976745,0.0040531056,0.010591506,0.0079265535],"category_scores_gemma":[0.3795119,0.001259258,0.001280826,0.01371959,0.05433665,0.06230663,0.021564478,0.012971449,0.0023635263],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033760552,0.000025167432,0.0019888603,0.00033332215,0.00003178744,0.00015893462,0.0039916364,0.00057058805,0.000073892865,0.95885116,0.0061824443,0.02775852],"study_design_scores_gemma":[0.00002362796,0.000036139863,0.00069726055,0.0012817248,0.000023064158,0.0002441956,0.0032435618,0.0010197324,0.00028013936,0.8993863,0.09371258,0.000051661686],"about_ca_topic_score_codex":0.0068746265,"about_ca_topic_score_gemma":0.0040671215,"teacher_disagreement_score":0.9959469,"about_ca_system_score_codex":0.008917918,"about_ca_system_score_gemma":0.023541031,"threshold_uncertainty_score":0.8101606},"labels":[],"label_agreement":null},{"id":"W2129478654","doi":"10.15353/joci.v7i1-2.2561","title":"Participation and Deliberation on the Internet: A Case Study of Digital Participatory Budgeting in Belo Horizonte","year":2011,"lang":"pt","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Sociology; Philosophy","score_opus":0.18049215436716087,"score_gpt":0.3490788203616991,"score_spread":0.16858666599453825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129478654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98654383,0.00030844298,0.0008412045,0.0013441769,0.000013121589,0.0000991089,0.000038227743,0.0000075923026,0.0108041745],"genre_scores_gemma":[0.9973469,0.00015910431,0.0004566436,0.00006758658,0.0000033895346,0.000038667808,0.00001408047,0.000005030865,0.0019085965],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9916739,0.0053985445,0.00018192174,0.0003714624,0.0004864826,0.0018877374],"domain_scores_gemma":[0.9883321,0.007818636,0.0010366726,0.00037834604,0.0004544532,0.0019797578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006452558,0.00038451544,0.00055620127,0.0024510068,0.016151426,0.0047918144,0.0014470421,0.001819834,0.0053940197],"category_scores_gemma":[0.009980827,0.00060534256,0.0003358118,0.0037399482,0.009912739,0.0036681707,0.005584269,0.001558835,0.00031832443],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000112078604,0.00047393457,0.033782784,0.00023615547,0.000016475155,0.0064322855,0.92029977,0.0006909089,0.00091630296,0.014852082,0.00081182894,0.021375395],"study_design_scores_gemma":[0.000014045823,0.00009905404,0.024453692,0.00016936044,0.000012503234,0.00047457876,0.95368356,0.0005330904,0.00022275899,0.0015233642,0.018792136,0.000021808337],"about_ca_topic_score_codex":0.17786193,"about_ca_topic_score_gemma":0.3735783,"teacher_disagreement_score":0.17786193,"about_ca_system_score_codex":0.013171956,"about_ca_system_score_gemma":0.010077197,"threshold_uncertainty_score":0.3536533},"labels":[],"label_agreement":null},{"id":"W2131238888","doi":"10.15353/joci.v1i2.2041","title":"A Way Forward: Sustainable ICTs And Regional Sustainability","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Business; Information and Communications Technology; Citizen journalism; Government (linguistics); Sustainable development; Action (physics); Action research; Participatory action research; ICTS; Knowledge management; Process management; Environmental planning; Economic growth; Political science; Management; Economics; Computer science","score_opus":0.021740343824481874,"score_gpt":0.24991244733346346,"score_spread":0.2281721035089816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131238888","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35940894,0.008155135,0.028043212,0.18495001,0.0005349487,0.00021932977,0.00009014957,0.00021201119,0.4183862],"genre_scores_gemma":[0.974484,0.0012774788,0.004389927,0.0020741115,0.000029194587,0.000044259814,0.000014024907,0.000024656065,0.017662391],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9951155,0.0034902997,0.00008228753,0.00029776274,0.00042147748,0.000592629],"domain_scores_gemma":[0.997712,0.0007224644,0.00031704584,0.0002392989,0.00047283503,0.0005361956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048889117,0.00029105632,0.0003014981,0.00078494794,0.004944116,0.0096321,0.0010229757,0.0026846714,0.007554813],"category_scores_gemma":[0.006167185,0.00023477561,0.00046419445,0.00077678694,0.009636487,0.008615869,0.009597687,0.002124951,0.0006144798],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007909661,0.00016503067,0.016109416,0.0007474803,0.00006393879,0.0025589438,0.18132797,0.0018679221,0.0020288716,0.61214703,0.015242629,0.16766155],"study_design_scores_gemma":[0.000022317328,0.00020922755,0.012086373,0.0008449636,0.000068821515,0.0010096595,0.352263,0.0013866841,0.0017736324,0.18871394,0.4415344,0.00008697764],"about_ca_topic_score_codex":0.010303553,"about_ca_topic_score_gemma":0.025573155,"teacher_disagreement_score":0.010303553,"about_ca_system_score_codex":0.002820107,"about_ca_system_score_gemma":0.006190983,"threshold_uncertainty_score":0.025855303},"labels":[],"label_agreement":null},{"id":"W2131307027","doi":"10.15353/joci.v6i3.2545","title":"Inside the \"People of the Wheelbarrows\": participation between online and offline dimension in the post-quake social movement","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Quake (natural phenomenon); Online and offline; Movement (music); Ethnography; Triangulation; Variety (cybernetics); Social movement; Dimension (graph theory); Sociology; Social media; Media studies; Computer science; World Wide Web; Political science; Geography; Artificial intelligence; Aesthetics; Cartography; Art; Mathematics; Politics","score_opus":0.08400165734725216,"score_gpt":0.34071243489944464,"score_spread":0.25671077755219246,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131307027","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99239993,0.00010388117,0.00038995655,0.0007348638,0.000028058523,0.000027401282,0.00002215936,0.0000051968927,0.0062885103],"genre_scores_gemma":[0.99728477,0.00010372581,0.0001394957,0.00013523379,0.000026698634,0.000044062286,0.000019889465,0.0000069326015,0.0022390538],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99828964,0.0008984314,0.000038187794,0.0001479242,0.00022176087,0.000404059],"domain_scores_gemma":[0.99706525,0.0015732634,0.00055023923,0.00012338522,0.00019818344,0.00048973184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016241124,0.00025439158,0.00031281527,0.0017233209,0.00561904,0.004174076,0.0005883365,0.0014183464,0.003658242],"category_scores_gemma":[0.004004089,0.00021319876,0.00017881898,0.0013552584,0.007960707,0.0028971282,0.004421463,0.0012385442,0.00033266516],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044936794,0.000033749093,0.010117156,0.000035244597,0.00000307477,0.00040605434,0.98143893,0.000011855691,0.0007935058,0.0011191944,0.0002500164,0.0057462575],"study_design_scores_gemma":[0.0000034585637,0.00003200298,0.024229536,0.000043740172,0.0000029855087,0.00011326495,0.9694592,0.000033997214,0.00012545589,0.0002682087,0.005680251,0.000007943897],"about_ca_topic_score_codex":0.012894238,"about_ca_topic_score_gemma":0.02460082,"teacher_disagreement_score":0.012894238,"about_ca_system_score_codex":0.0015640835,"about_ca_system_score_gemma":0.0013127658,"threshold_uncertainty_score":0.025638402},"labels":[],"label_agreement":null},{"id":"W2131347158","doi":"10.15353/joci.v6i3.2539","title":"Open educational resources or closed learning management systems? –The Challenge of Designing ICT Support for Learning Communities in Higher Education","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Educational Tools and Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Open learning; Knowledge management; Process (computing); Sustainability; Citizen journalism; Educational technology; Information and Communications Technology; Computer science; Adaptation (eye); Learning Management; Higher education; Process management; Business; Political science; Sociology; Cooperative learning; Teaching method; Pedagogy; Psychology; World Wide Web","score_opus":0.3137454373984796,"score_gpt":0.4275775142120127,"score_spread":0.11383207681353308,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131347158","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14872727,0.0048597674,0.61546993,0.06722307,0.00077561307,0.0015594896,0.00019911767,0.0007556905,0.16043009],"genre_scores_gemma":[0.69020146,0.001990764,0.2910452,0.002699184,0.00014104552,0.0013502587,0.00013955447,0.0003743861,0.012058184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.96975416,0.021000711,0.0012983062,0.0026425172,0.0037736285,0.0015306321],"domain_scores_gemma":[0.9758848,0.014398329,0.0015288787,0.004104529,0.0022204781,0.001862997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019701194,0.0007772408,0.0007672149,0.0016852025,0.00486702,0.025416438,0.0034519385,0.00608784,0.004927647],"category_scores_gemma":[0.029182507,0.0011045719,0.00094713527,0.0012463458,0.022144059,0.03637769,0.012533855,0.0045073954,0.0016301024],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005858865,0.00030081914,0.0018705745,0.0010041018,0.00004587243,0.000638088,0.032290764,0.0059020105,0.0031652283,0.85822386,0.003157471,0.09334252],"study_design_scores_gemma":[0.00008483158,0.0003204316,0.0010470764,0.0015373393,0.00006472026,0.0005646501,0.045409676,0.011448487,0.0039388156,0.7530759,0.18239029,0.00011784867],"about_ca_topic_score_codex":0.0015530356,"about_ca_topic_score_gemma":0.0016666909,"teacher_disagreement_score":0.025416438,"about_ca_system_score_codex":0.0041119345,"about_ca_system_score_gemma":0.008938923,"threshold_uncertainty_score":0.104191124},"labels":[],"label_agreement":null},{"id":"W2136856502","doi":"10.15353/joci.v8i1.3066","title":"Older Adults and Video Communications: A Case Study","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Videoconferencing; Stereotype (UML); Information and Communications Technology; Online video; Psychology; Qualitative research; Teleconference; Applied psychology; Multimedia; Computer science; Social psychology; Sociology; World Wide Web","score_opus":0.04620502586000866,"score_gpt":0.34577452489825716,"score_spread":0.2995694990382485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136856502","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99384993,0.0008688814,0.00045596366,0.0006603958,0.000034555815,0.00018222099,0.00007190986,0.000006179371,0.0038699221],"genre_scores_gemma":[0.9903487,0.002713313,0.0013637821,0.00051443937,0.000072520976,0.00014799148,0.00005612646,0.000008037632,0.004775119],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9984322,0.00069414225,0.00010260626,0.00012624565,0.00023531153,0.00040950862],"domain_scores_gemma":[0.99804676,0.00082985,0.00028659913,0.000089072695,0.00021209603,0.000535528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001722982,0.0006064334,0.00044466276,0.0016599994,0.007823488,0.0016074711,0.0009880376,0.0029870905,0.0025594586],"category_scores_gemma":[0.004284885,0.00036280238,0.00050272903,0.0015651985,0.0014517019,0.0013247662,0.0019115709,0.0015604835,0.00030895986],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034504596,0.0034748202,0.09694851,0.00071350305,0.000060499522,0.2050295,0.6239024,0.00026882227,0.0026510623,0.0039137234,0.00415733,0.058534756],"study_design_scores_gemma":[0.00009584363,0.0017072188,0.053810135,0.00074516743,0.00012047285,0.14880368,0.7428038,0.0007430166,0.0018418024,0.0007881841,0.04846004,0.00008063904],"about_ca_topic_score_codex":0.045421604,"about_ca_topic_score_gemma":0.09712106,"teacher_disagreement_score":0.045421604,"about_ca_system_score_codex":0.0025210334,"about_ca_system_score_gemma":0.0021453195,"threshold_uncertainty_score":0.09031445},"labels":[],"label_agreement":null},{"id":"W2137469228","doi":"10.15353/joci.v9i1.3187","title":"Information and Knowledge Transfer in the rural community of Macha, Zambia","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Orality; Oral tradition; Literacy; Oral literature; Compassion; Function (biology); Sociology; Psychology; Political science; Linguistics; Anthropology; Pedagogy; Philosophy","score_opus":0.03064457377233476,"score_gpt":0.2589205379642676,"score_spread":0.22827596419193286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137469228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975817,0.00014504623,0.00003673539,0.00042488266,0.000001697024,0.000026445103,0.0000111515565,0.0000011777126,0.0017710773],"genre_scores_gemma":[0.9986327,0.00025745924,0.00011036389,0.00005884205,0.0000010990826,0.000020624264,0.00001047416,8.0055105e-7,0.00090759754],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9990264,0.00039908112,0.000042329924,0.0000621757,0.00009466179,0.0003753141],"domain_scores_gemma":[0.99848,0.0007711229,0.0002714631,0.0000646736,0.0001754087,0.00023726281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012883971,0.00018947138,0.00027218575,0.0015584648,0.007420695,0.002325893,0.0006263061,0.00070609665,0.0029041918],"category_scores_gemma":[0.00526227,0.00029820797,0.00010785984,0.001627177,0.0033063125,0.0017591428,0.0036015457,0.0009929115,0.00020663258],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007615934,0.00022127487,0.07287222,0.00022929868,0.000009837894,0.004786094,0.88694715,0.000099493,0.0015459826,0.0028065806,0.0005247728,0.029881163],"study_design_scores_gemma":[0.000012176659,0.0002093705,0.13081063,0.0002278796,0.000020068566,0.0008309979,0.8582468,0.00018626114,0.00036412035,0.00050236436,0.008574875,0.000014438135],"about_ca_topic_score_codex":0.11860348,"about_ca_topic_score_gemma":0.21826276,"teacher_disagreement_score":0.11860348,"about_ca_system_score_codex":0.0051034177,"about_ca_system_score_gemma":0.00493376,"threshold_uncertainty_score":0.23582625},"labels":[],"label_agreement":null},{"id":"W2138470596","doi":"10.15353/joci.v9i3.3160","title":"RLabs: A South African Perspective on a Community-driven Approach to Community Information","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Empowerment; Perspective (graphical); Community organization; Stakeholder; Community engagement; Public relations; Community development; Community building; Informatics; Living lab; Knowledge management; Sociology; Business; Political science; Computer science; World Wide Web","score_opus":0.0430130818104552,"score_gpt":0.25271550090521416,"score_spread":0.20970241909475895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138470596","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.113154806,0.011291226,0.09920983,0.27568442,0.0011119687,0.00087599177,0.00014362461,0.00017203153,0.49835604],"genre_scores_gemma":[0.9221032,0.006377911,0.026080064,0.007714587,0.00019639927,0.00039392788,0.00003275919,0.00006508441,0.037035953],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99247724,0.0057627265,0.00014209881,0.00023632654,0.0004908184,0.0008908775],"domain_scores_gemma":[0.9927135,0.004874554,0.0004893698,0.0002916898,0.00063096604,0.0009999331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010662702,0.0007030375,0.00034664615,0.0033733565,0.010626752,0.010370109,0.0015835614,0.0041458635,0.007781449],"category_scores_gemma":[0.008436711,0.0004382638,0.00033249773,0.0027927922,0.02015157,0.011987319,0.009674163,0.004792635,0.0006712906],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022893366,0.000061738334,0.0009650162,0.0003630074,0.000008494305,0.0017181574,0.16215114,0.00036559987,0.0006680712,0.80391693,0.0043821577,0.02537689],"study_design_scores_gemma":[0.000021024274,0.00008332924,0.0015779195,0.0013858888,0.000014214465,0.0011744333,0.27301085,0.0014197781,0.0007843658,0.23911092,0.4813804,0.00003683367],"about_ca_topic_score_codex":0.013724088,"about_ca_topic_score_gemma":0.013554732,"teacher_disagreement_score":0.013724088,"about_ca_system_score_codex":0.007555178,"about_ca_system_score_gemma":0.013366344,"threshold_uncertainty_score":0.056390464},"labels":[],"label_agreement":null},{"id":"W2140441039","doi":"10.15353/joci.v7i3.2592","title":"Towards Participatory Action Design Research: Adapting Action Research and Design Science Research Methods for Urban Informatics","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Situated; Participatory action research; Participatory design; Action research; Context (archaeology); Computer science; Field (mathematics); Action (physics); Urban computing; Domain (mathematical analysis); Design science research; Informatics; Discipline; Citizen journalism; Data science; Human–computer interaction; Sociology; Information system; World Wide Web; Engineering; Social science; Artificial intelligence; Geography","score_opus":0.9044653411156394,"score_gpt":0.6534172752696299,"score_spread":0.25104806584600947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140441039","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029612267,0.0016883345,0.9692375,0.00945268,0.0007124724,0.0043839375,0.00008011936,0.00018833502,0.011295501],"genre_scores_gemma":[0.032146607,0.0014121706,0.9539451,0.0018544105,0.00010962115,0.009101834,0.000111575006,0.000102284605,0.0012163771],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.5957529,0.36273047,0.00895349,0.010923132,0.019671153,0.0019688888],"domain_scores_gemma":[0.66889966,0.26085827,0.0075405654,0.038399,0.020412033,0.0038905488],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.28634197,0.0030166726,0.002739097,0.008178641,0.0067395386,0.01808427,0.008654077,0.0075812656,0.0056514237],"category_scores_gemma":[0.18570368,0.0022100515,0.0029977872,0.007362985,0.038615286,0.019461533,0.017846573,0.010362992,0.0017102803],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007639259,0.00059464684,0.002244147,0.005774224,0.0002828288,0.0003581014,0.08856982,0.0046798075,0.0015342353,0.69805324,0.004949079,0.19288342],"study_design_scores_gemma":[0.0004026533,0.00045624812,0.0008975303,0.006546516,0.00015958548,0.0005353431,0.03182236,0.0061233016,0.0021898781,0.7319581,0.21870638,0.00020215866],"about_ca_topic_score_codex":0.0030618997,"about_ca_topic_score_gemma":0.0038941621,"teacher_disagreement_score":0.28634197,"about_ca_system_score_codex":0.009188913,"about_ca_system_score_gemma":0.025320154,"threshold_uncertainty_score":0.8800674},"labels":[],"label_agreement":null},{"id":"W2142875752","doi":"10.15353/joci.v1i2.2043","title":"Sustaining Community Access to Technology: Who Should Pay and Why.","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"National Research Council Canada; University of New Brunswick","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainability; Government (linguistics); Digital divide; Public relations; Business; The Internet; Service (business); Order (exchange); Internet access; Public administration; Marketing; Political science; Computer science; World Wide Web","score_opus":0.09888296790255366,"score_gpt":0.40186543111791784,"score_spread":0.30298246321536415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2142875752","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06133739,0.011312517,0.0030669603,0.5814959,0.0016200586,0.00010800045,0.00013914389,0.0001151086,0.34080505],"genre_scores_gemma":[0.897295,0.004822715,0.0012817602,0.052744705,0.0008728491,0.00012656674,0.000090188376,0.00006429026,0.042701986],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99451053,0.0015034463,0.000136299,0.00030550858,0.0013664323,0.0021776913],"domain_scores_gemma":[0.98297805,0.0065477635,0.0012726971,0.0008197582,0.0027682253,0.0056134993],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005229489,0.0001989525,0.00037726568,0.0016475054,0.005215596,0.01651557,0.0014440309,0.008207717,0.021096949],"category_scores_gemma":[0.031996842,0.0001964818,0.000325832,0.0019319124,0.007362263,0.013821884,0.005710186,0.0031846913,0.0024229854],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006209399,0.0002365622,0.022739947,0.00037839956,0.00003505926,0.00059710024,0.021894466,0.00016661773,0.00036317215,0.402634,0.21836233,0.33253026],"study_design_scores_gemma":[0.000038807182,0.00011310591,0.022874668,0.0017242259,0.00005191375,0.00074724265,0.11145679,0.00089353864,0.0006129426,0.24110992,0.62028086,0.00009603917],"about_ca_topic_score_codex":0.029582467,"about_ca_topic_score_gemma":0.040624704,"teacher_disagreement_score":0.029582467,"about_ca_system_score_codex":0.008271974,"about_ca_system_score_gemma":0.015501362,"threshold_uncertainty_score":0.07057631},"labels":[],"label_agreement":null},{"id":"W2148399041","doi":"10.15353/joci.v2i1.2100","title":"Mapping the Virtual in Social Sciences: On the Category of \"Virtual Community\"","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Communication and COVID-19 Impact","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec à Montréal","funders":"","keywords":"Humanities; Face (sociological concept); Virtual community; Sociology; Ethnology; Philosophy; Social science; Computer science; World Wide Web; The Internet","score_opus":0.18342814725887951,"score_gpt":0.38702079679379753,"score_spread":0.203592649534918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148399041","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05197434,0.10950767,0.1391783,0.21975274,0.0064584585,0.00017437887,0.0003335853,0.00033296808,0.47228754],"genre_scores_gemma":[0.9071785,0.0283294,0.024028746,0.016016155,0.0046562934,0.000408067,0.00014901414,0.00032585853,0.018907987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9929964,0.005482288,0.00014555495,0.00045935277,0.0007288176,0.00018760271],"domain_scores_gemma":[0.98739517,0.010164702,0.00061596883,0.0007157633,0.0006956191,0.00041272555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0060958285,0.0005322524,0.00047055073,0.0069664046,0.0068416493,0.012728572,0.0010039366,0.0029177787,0.0037493566],"category_scores_gemma":[0.009558307,0.00020561983,0.00033453206,0.0063212016,0.06733062,0.020343645,0.007660707,0.0042171655,0.0006608485],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000007680878,0.000004446471,0.0002439011,0.000116055206,0.000002690422,0.000044976645,0.020255487,0.000058332353,0.00008096229,0.96632487,0.0028710235,0.009989598],"study_design_scores_gemma":[0.0000054801158,0.000025161213,0.0012934528,0.0006800185,0.0000054776597,0.00023569132,0.023008635,0.0005858608,0.00015790696,0.66809,0.30589047,0.000021838978],"about_ca_topic_score_codex":0.0033800034,"about_ca_topic_score_gemma":0.0034023311,"teacher_disagreement_score":0.012728572,"about_ca_system_score_codex":0.0040532327,"about_ca_system_score_gemma":0.0026408676,"threshold_uncertainty_score":0.032238185},"labels":[],"label_agreement":null},{"id":"W2151590494","doi":"10.15353/joci.v3i3.2367","title":"El rol de los telecentros comunitarios en las comunidades indígenas de Sololà, Guatemala","year":2007,"lang":"es","type":"article","venue":"The Journal of Community Informatics","topic":"Regional Development and Innovation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Cartography; Political science; Art","score_opus":0.02886302255843224,"score_gpt":0.33671970888531344,"score_spread":0.3078566863268812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151590494","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96012616,0.0014178103,0.0002993473,0.0060687563,0.000034925342,0.00002228483,0.00041532321,0.000052413747,0.031563],"genre_scores_gemma":[0.9941778,0.00081146206,0.00016552767,0.00017400653,0.000011711342,0.00001725876,0.00007348392,0.000009581628,0.0045590536],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99938023,0.00025853803,0.000019994386,0.00007351895,0.00007658538,0.00019111602],"domain_scores_gemma":[0.99809974,0.0006226749,0.00048146123,0.00009257465,0.00034059188,0.00036291793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068493537,0.00025629462,0.00013366768,0.0013861115,0.0032911098,0.0032377678,0.00058700674,0.00060169114,0.004950085],"category_scores_gemma":[0.003034599,0.0001340115,0.000100670986,0.0039338227,0.0025045876,0.0014175276,0.0025572353,0.0004932344,0.0005976264],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035025465,0.00009570609,0.40907884,0.000542476,0.00004430018,0.0046648565,0.38502398,0.0009720996,0.005137475,0.029156495,0.013081828,0.15185179],"study_design_scores_gemma":[0.000020119382,0.0001243396,0.41886544,0.000539941,0.00007722645,0.0010212287,0.43024752,0.0011127392,0.0010317257,0.0024218124,0.14449431,0.000043602122],"about_ca_topic_score_codex":0.1747285,"about_ca_topic_score_gemma":0.22934341,"teacher_disagreement_score":0.1747285,"about_ca_system_score_codex":0.005091246,"about_ca_system_score_gemma":0.004404729,"threshold_uncertainty_score":0.34742296},"labels":[],"label_agreement":null},{"id":"W2156148634","doi":"10.15353/joci.v6i3.2534","title":"Flying blind, or going with the flow?: Using constructivist evaluation to manage the unexpected in the GraniteNet project","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Summative assessment; Formative assessment; Project team; Action research; Participatory action research; Knowledge management; Sociology; Computer science; Pedagogy","score_opus":0.2830983067966262,"score_gpt":0.42604982291071325,"score_spread":0.14295151611408707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156148634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":"methods","domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66263247,0.0057600206,0.18278505,0.037300076,0.0008777037,0.026957745,0.0005617009,0.00071828964,0.08240711],"genre_scores_gemma":[0.86731803,0.0016037849,0.11456893,0.0019425296,0.00006936101,0.011657729,0.0002099651,0.00022793845,0.0024018215],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.37107128,0.58444315,0.008669471,0.0051895753,0.023782095,0.006844503],"domain_scores_gemma":[0.46381745,0.45370147,0.019620785,0.015349996,0.04019205,0.007318242],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.46868593,0.0017433132,0.002257177,0.008748568,0.013094069,0.03146306,0.006792776,0.0035287612,0.0023250133],"category_scores_gemma":[0.37453666,0.00135621,0.0014644788,0.0071941996,0.03287067,0.01993756,0.02142827,0.00943243,0.00054969476],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000861436,0.002452599,0.015679488,0.0038568059,0.00032075637,0.00059058075,0.6708798,0.004510712,0.00075884484,0.04302979,0.0068533826,0.2502057],"study_design_scores_gemma":[0.0007904078,0.0025754513,0.011974038,0.009472519,0.00033447743,0.00023537813,0.82883036,0.015566873,0.0048935907,0.072065115,0.05280535,0.00045644087],"about_ca_topic_score_codex":0.012798373,"about_ca_topic_score_gemma":0.021510042,"teacher_disagreement_score":0.46868593,"about_ca_system_score_codex":0.03238782,"about_ca_system_score_gemma":0.06502035,"threshold_uncertainty_score":0.6552049},"labels":[],"label_agreement":null},{"id":"W2159376788","doi":"10.15353/joci.v1i3.2034","title":"Structuration, ICTs, and Community Work","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Participatory action research; ICTS; Action research; Neighbourhood (mathematics); Citizen journalism; Sociology; Context (archaeology); Work (physics); Knowledge management; Structuration theory; Public relations; Action (physics); Community organization; Order (exchange); Information and Communications Technology; Political science; Business; Social science; Engineering; Computer science; Geography; Pedagogy","score_opus":0.03473458961653502,"score_gpt":0.2466975370841694,"score_spread":0.21196294746763436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159376788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.700697,0.010777294,0.029480921,0.013893944,0.00019994605,0.00026101357,0.000044441327,0.00011366905,0.24453169],"genre_scores_gemma":[0.99587494,0.00059097254,0.0015283468,0.00012719927,0.000020060525,0.000047259116,0.000012442197,0.000007660745,0.0017911196],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9898129,0.0078213615,0.00021451764,0.0004846532,0.00086679374,0.0007997312],"domain_scores_gemma":[0.9851709,0.009835318,0.0016685877,0.0010748567,0.0007794754,0.0014709025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009371397,0.00037603785,0.00040892084,0.0045474325,0.0053502144,0.0070385225,0.001192622,0.001308382,0.0034927279],"category_scores_gemma":[0.013739698,0.0002641036,0.00027626508,0.0032569852,0.028031329,0.0066032642,0.007562332,0.0012815313,0.00016987661],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003996203,0.00011636829,0.013358261,0.00025777236,0.00003774749,0.00039852873,0.1499411,0.0013010403,0.00024013051,0.7726132,0.0010697765,0.060626112],"study_design_scores_gemma":[0.00007000635,0.00028649383,0.022122271,0.0006885879,0.00003471973,0.00075808156,0.20103587,0.003709058,0.0006057256,0.67195404,0.09865993,0.000075274],"about_ca_topic_score_codex":0.005022384,"about_ca_topic_score_gemma":0.006566218,"teacher_disagreement_score":0.009371397,"about_ca_system_score_codex":0.0050424156,"about_ca_system_score_gemma":0.005490852,"threshold_uncertainty_score":0.04956132},"labels":[],"label_agreement":null},{"id":"W2162668912","doi":"10.15353/joci.v4i3.2946","title":"Social Networks and Social Capital: Rethinking Theory in Community Informatics","year":2008,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":145,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Social capital; Social network (sociolinguistics); Frame (networking); Sociology; Focus (optics); Knowledge management; Social science; Computer science; Political science; World Wide Web; Social media","score_opus":0.06401124417147658,"score_gpt":0.32995774860543947,"score_spread":0.2659465044339629,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162668912","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14857809,0.038092326,0.37921765,0.10990662,0.0018987262,0.00030053745,0.00023222627,0.00017040796,0.32160345],"genre_scores_gemma":[0.96174794,0.007870196,0.023535106,0.0018523055,0.0007485147,0.00023734236,0.000038327948,0.000043941574,0.0039262814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99448544,0.0037691763,0.00014404247,0.00056912185,0.0007257514,0.00030646328],"domain_scores_gemma":[0.9764965,0.019801939,0.0010781522,0.0010934878,0.0008688183,0.00066104124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008210544,0.00073027436,0.00081378093,0.0071714954,0.0041508377,0.009168444,0.0020212363,0.002813366,0.0030820302],"category_scores_gemma":[0.013752627,0.00034279455,0.00055483705,0.0059256204,0.039500427,0.020999683,0.006455787,0.0033456932,0.0003033766],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000041342973,0.000011320831,0.00055084156,0.000059585716,0.000005450896,0.000039084836,0.003586414,0.00040386774,0.000026577849,0.9890884,0.00035970737,0.0058646738],"study_design_scores_gemma":[0.000005961261,0.000013206781,0.00059617823,0.0001507598,0.000006055016,0.000042384883,0.0028833004,0.001972995,0.000066256514,0.98034334,0.013908169,0.000011392451],"about_ca_topic_score_codex":0.0036582837,"about_ca_topic_score_gemma":0.0035845153,"teacher_disagreement_score":0.009168444,"about_ca_system_score_codex":0.0062812646,"about_ca_system_score_gemma":0.002850266,"threshold_uncertainty_score":0.04557401},"labels":[],"label_agreement":null},{"id":"W2167527998","doi":"10.15353/joci.v2i1.2099","title":"The modal nature of ICT: challenging the historical interpretation of the social understanding and appropriation of ICT.","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Appropriation; Interpretation (philosophy); Sociology; Power (physics); Modal; Epistemology; Social science; Political science; Computer science; Law","score_opus":0.04580023245044954,"score_gpt":0.33189217083747247,"score_spread":0.2860919383870229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167527998","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10148593,0.027640222,0.17971082,0.14740156,0.0011673681,0.000061060986,0.00013064948,0.00012407213,0.5422783],"genre_scores_gemma":[0.9770148,0.0059181587,0.0072078477,0.0030603246,0.00044542857,0.000072983494,0.000035309746,0.000054427874,0.0061908276],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9956939,0.0028572422,0.000099302146,0.00038135293,0.0007117704,0.00025623906],"domain_scores_gemma":[0.99140406,0.006466344,0.00061745284,0.0006813919,0.0005237461,0.00030701235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006002847,0.00040589078,0.00026703154,0.0030527913,0.0046120645,0.009529086,0.0012115615,0.0035555165,0.00323354],"category_scores_gemma":[0.010241581,0.00030742725,0.00031803927,0.0022514658,0.044958416,0.021799847,0.0058844346,0.004042456,0.0003885288],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000040210225,0.00000489144,0.00012841559,0.000025537916,0.0000014687354,0.000032383163,0.0092887115,0.00007679601,0.000039918028,0.9867013,0.00050819287,0.0031883696],"study_design_scores_gemma":[0.0000041478793,0.0000142613335,0.00045454077,0.0002716427,0.000005687544,0.00021110811,0.014277904,0.0007708637,0.00022131643,0.88402194,0.099733986,0.0000126713685],"about_ca_topic_score_codex":0.0019772658,"about_ca_topic_score_gemma":0.002261524,"teacher_disagreement_score":0.009529086,"about_ca_system_score_codex":0.0046650097,"about_ca_system_score_gemma":0.0018378699,"threshold_uncertainty_score":0.033847094},"labels":[],"label_agreement":null},{"id":"W2171831875","doi":"10.15353/joci.v11i1.2843","title":"Managing Knowledge During Partnerships: A Case of Intermediaries in Agricultural Innovation System.","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Intermediary; Knowledge management; Bridging (networking); Construct (python library); Business; Agriculture; Innovation system; Process (computing); Limiting; Intermediation; Industrial organization; Marketing; Computer science; Engineering","score_opus":0.1311649759042149,"score_gpt":0.30953828928360466,"score_spread":0.17837331337938978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171831875","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43024018,0.001618189,0.18228163,0.018641891,0.00023179177,0.0008503864,0.00014506817,0.00028650044,0.36570436],"genre_scores_gemma":[0.968095,0.00035210562,0.017008614,0.0003087798,0.00004013152,0.00020358576,0.000039610826,0.000032979948,0.01391927],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9904033,0.0061997385,0.0003389277,0.0007045039,0.001006961,0.0013464696],"domain_scores_gemma":[0.98178333,0.011197821,0.0015602637,0.0014649592,0.0010350919,0.0029586148],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00952514,0.00046759224,0.00049644697,0.0023271001,0.01104258,0.010374328,0.0025420575,0.0068567772,0.010202349],"category_scores_gemma":[0.01999073,0.0005144572,0.0009067869,0.0025317122,0.009329217,0.013281435,0.016963571,0.003409887,0.0015705386],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013552146,0.00023596533,0.0066030757,0.0001647445,0.000035228797,0.020147095,0.07478825,0.0043303925,0.0012577757,0.86948663,0.002304635,0.020510506],"study_design_scores_gemma":[0.00015193131,0.00032849744,0.0023486563,0.00042450466,0.00009167171,0.010040989,0.09981853,0.05264397,0.0021970933,0.66271865,0.16910322,0.00013221489],"about_ca_topic_score_codex":0.003347425,"about_ca_topic_score_gemma":0.0032043469,"teacher_disagreement_score":0.01104258,"about_ca_system_score_codex":0.0039209328,"about_ca_system_score_gemma":0.005192545,"threshold_uncertainty_score":0.05037433},"labels":[],"label_agreement":null},{"id":"W2279763298","doi":"10.15353/joci.v8i3.3029","title":"Playing With The Glocal Through Participatory e-Planning","year":2012,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Glocalization; Citizen journalism; Interdependence; Sociology; Context (archaeology); Participatory planning; Knowledge management; Public relations; Political science; Computer science; Environmental planning; Social science; Geography","score_opus":0.10329945395653259,"score_gpt":0.299554929153611,"score_spread":0.1962554751970784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2279763298","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35277727,0.00080347364,0.25276262,0.010121362,0.00016586989,0.002339224,0.0001788973,0.00044647808,0.3804047],"genre_scores_gemma":[0.9363612,0.00029720308,0.05100415,0.0002277955,0.000020034375,0.0004607858,0.00007513819,0.00004664137,0.011507134],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97001135,0.024547927,0.0005282953,0.0012211076,0.002163203,0.0015280696],"domain_scores_gemma":[0.9830752,0.0112272035,0.0011187325,0.0024829707,0.0009521613,0.0011437814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02035193,0.0008209168,0.00043405726,0.0021121264,0.011318791,0.008666283,0.0022416774,0.002285919,0.0067691193],"category_scores_gemma":[0.020073993,0.00047774136,0.00065677735,0.0023936806,0.020879077,0.007056084,0.01652685,0.0018988113,0.00084965647],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019362678,0.00043519767,0.012134894,0.0007259858,0.000064652624,0.002823909,0.40241054,0.0085310945,0.004242053,0.37269598,0.006257315,0.1894848],"study_design_scores_gemma":[0.00011933926,0.0003208077,0.0068676183,0.0011450883,0.000054254146,0.0012477537,0.345565,0.007755812,0.0038097133,0.27962652,0.35331506,0.00017309662],"about_ca_topic_score_codex":0.00487504,"about_ca_topic_score_gemma":0.009243199,"teacher_disagreement_score":0.02035193,"about_ca_system_score_codex":0.0039043152,"about_ca_system_score_gemma":0.009929679,"threshold_uncertainty_score":0.10763258},"labels":[],"label_agreement":null},{"id":"W2286638398","doi":"10.15353/joci.v12i2.3221","title":"User Centred Methods for Measuring the Value of Open Data","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Open data; Computer science; Key (lock); Measure (data warehouse); Data science; Data quality; Quality (philosophy); Open source; Knowledge management; World Wide Web; Data mining; Engineering; Software; Operations management; Computer security; Metric (unit)","score_opus":0.6407874768984645,"score_gpt":0.5418677551865244,"score_spread":0.09891972171194008,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2286638398","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039313465,0.00083041796,0.9321584,0.0014272687,0.00021791339,0.0050069103,0.0013643325,0.0010879596,0.018593285],"genre_scores_gemma":[0.28113097,0.00028668786,0.7075211,0.0004286971,0.00012122446,0.0075378628,0.00091857073,0.00027988307,0.0017749423],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.5351165,0.3583815,0.020669589,0.014137904,0.06950147,0.0021930397],"domain_scores_gemma":[0.29772294,0.51893395,0.03627321,0.07685195,0.065830566,0.0043873223],"candidate_categories":["metaresearch","open_science"],"consensus_categories":[],"category_scores_codex":[0.19837213,0.0019717445,0.0014587542,0.021254541,0.0027125708,0.011065094,0.004913965,0.00391737,0.0035614667],"category_scores_gemma":[0.39556494,0.0012734364,0.0017978828,0.017933067,0.005966787,0.01295467,0.010373471,0.004107169,0.0012083288],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012691485,0.0017260896,0.07768032,0.0035498217,0.0009597534,0.00031859853,0.04693558,0.009654727,0.010187529,0.2301989,0.0092087975,0.6083107],"study_design_scores_gemma":[0.0007644551,0.0047010104,0.11649581,0.0038085815,0.0007583477,0.001548819,0.029942403,0.15892518,0.047539286,0.41123253,0.22219482,0.002088852],"about_ca_topic_score_codex":0.0026333781,"about_ca_topic_score_gemma":0.003068114,"teacher_disagreement_score":0.995086,"about_ca_system_score_codex":0.0051757535,"about_ca_system_score_gemma":0.0060511865,"threshold_uncertainty_score":0.9885499},"labels":[{"model":"gemma","categories":["open_science"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":["open_science"],"domain":null,"study_design":"design_other","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W2295385979","doi":"10.15353/joci.v11i2.2830","title":"Community &amp; Technologies – Challenges and Opportunities for Future Research","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Data science; Engineering ethics; Political science; Computer science; Engineering","score_opus":0.3454253318363637,"score_gpt":0.36853931623144104,"score_spread":0.023113984395077336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295385979","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000108810986,0.006079945,0.00016402337,0.06960108,0.9219552,0.000015818103,0.000034536602,0.000023913635,0.0020165523],"genre_scores_gemma":[0.0013174163,0.005075318,0.00013157846,0.021258196,0.96800303,0.000014217834,0.000016462287,0.000020139414,0.004163614],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964503,0.00052469084,0.00040712795,0.00052072713,0.001747224,0.00034996524],"domain_scores_gemma":[0.9581201,0.019302234,0.0017110293,0.0009841142,0.014034339,0.005848065],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007498346,0.0012574375,0.0016274382,0.0017636544,0.0024587836,0.008341247,0.002059695,0.011710927,0.009021396],"category_scores_gemma":[0.024534224,0.0004986635,0.0011551518,0.00086305756,0.0035985317,0.004580782,0.0016373611,0.015187173,0.004595776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026974443,0.000014897741,0.00004897034,0.00024134133,0.000009037039,0.00016602673,0.000041628457,0.000019985271,0.00008066818,0.0017136193,0.9862855,0.011351268],"study_design_scores_gemma":[0.000025917103,0.000025576252,0.00022834049,0.00047929573,0.000020713069,0.00026156707,0.0001327017,0.000078666584,0.00012919128,0.0017515916,0.99685365,0.00001261138],"about_ca_topic_score_codex":0.0007168333,"about_ca_topic_score_gemma":0.001649776,"teacher_disagreement_score":0.011710927,"about_ca_system_score_codex":0.0017068052,"about_ca_system_score_gemma":0.0025642994,"threshold_uncertainty_score":0.039655507},"labels":[],"label_agreement":null},{"id":"W2343290373","doi":"10.15353/joci.v12i1.3237","title":"Government Public Access Centres (PACs): A beacon of hope for marginalised communities","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Internet access; Digital divide; Government (linguistics); Population; Private sector; Internet privacy; Business; Point (geometry); Universal design; Disadvantaged; Broadband; Globe; Public relations; Telecommunications; Economic growth; Political science; Computer science; World Wide Web; Sociology; Medicine; Economics","score_opus":0.04607697021415811,"score_gpt":0.27624219347078205,"score_spread":0.23016522325662395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343290373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80792534,0.0041478532,0.0031872483,0.13315895,0.000251103,0.0000830096,0.000077733945,0.00007376046,0.051094927],"genre_scores_gemma":[0.9958912,0.0006558198,0.0002685285,0.0019531103,0.000035702666,0.000016716149,0.0000074857053,0.000006602125,0.0011648127],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.996163,0.0022564328,0.000076563476,0.00018815628,0.0005352605,0.0007805498],"domain_scores_gemma":[0.9908249,0.004144071,0.0014656608,0.00080726243,0.0006784904,0.002079563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004411667,0.00023267596,0.000418548,0.0014824711,0.010018459,0.008808415,0.0010385717,0.0025975124,0.004365989],"category_scores_gemma":[0.012250457,0.00030400837,0.00026516963,0.001713505,0.025980823,0.009310875,0.011274293,0.004415369,0.00023658405],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001464723,0.00013067709,0.029023724,0.00043266072,0.000025419205,0.0016691561,0.6395474,0.00014876273,0.001107209,0.23181808,0.017402252,0.07854823],"study_design_scores_gemma":[0.000022288388,0.00015083459,0.019926077,0.0007257716,0.000016970589,0.00088222336,0.77354026,0.00024997818,0.00037259344,0.060638987,0.14340971,0.000064250424],"about_ca_topic_score_codex":0.008185416,"about_ca_topic_score_gemma":0.015331349,"teacher_disagreement_score":0.010018459,"about_ca_system_score_codex":0.0041855737,"about_ca_system_score_gemma":0.006895899,"threshold_uncertainty_score":0.030368567},"labels":[],"label_agreement":null},{"id":"W2343498661","doi":"10.15353/joci.v12i1.3235","title":"Repurposing Post Offices as Community Innovation Hubs: Digital Inclusion, Equity and De-concentration","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Repurposing; Equity (law); Inclusion (mineral); Business; Digital inclusion; Sociology; Computer science; Political science; World Wide Web; The Internet; Engineering; Social science","score_opus":0.0669384659617564,"score_gpt":0.3389588342528231,"score_spread":0.2720203682910667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343498661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90940154,0.00024081198,0.003150862,0.003486918,0.000045407647,0.00005944052,0.000068793845,0.0000420983,0.08350417],"genre_scores_gemma":[0.99555224,0.00005410075,0.00043309605,0.00007494602,0.000019593415,0.0000127291705,0.00001950188,0.000007825412,0.003825812],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99725807,0.0010041026,0.000075398755,0.00033679768,0.00043053177,0.00089511904],"domain_scores_gemma":[0.98449785,0.007392582,0.0023858564,0.0016160818,0.0014968202,0.002610787],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004285263,0.00033070653,0.00036736674,0.0021229722,0.0048089195,0.012390346,0.0015443425,0.0019320071,0.02214843],"category_scores_gemma":[0.013783648,0.0002656309,0.00034095487,0.0021063925,0.0054868697,0.010459636,0.009957911,0.0014876937,0.0015034906],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009887811,0.0011730723,0.21645892,0.00027174072,0.00008366218,0.0012036724,0.066906735,0.00132543,0.0048290696,0.42856368,0.005922277,0.27227297],"study_design_scores_gemma":[0.0002041969,0.0007842421,0.22030462,0.0005481237,0.00031950648,0.0010404333,0.37438446,0.012916994,0.012224498,0.29526109,0.081894375,0.000117506876],"about_ca_topic_score_codex":0.0027350464,"about_ca_topic_score_gemma":0.005305646,"teacher_disagreement_score":0.02214843,"about_ca_system_score_codex":0.0024714284,"about_ca_system_score_gemma":0.0030853695,"threshold_uncertainty_score":0.07409388},"labels":[],"label_agreement":null},{"id":"W2343641100","doi":"10.15353/joci.v12i1.3239","title":"'Useful' civic hacking for environmental sustainability:knowledge transfer and the International Space Apps Challenge","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hacker; Stewardship (theology); Sustainability; Space (punctuation); Event (particle physics); Government (linguistics); Public space; Political science; Public relations; Process (computing); Knowledge management; Business; Sociology; Computer science; Engineering; Politics; Computer security; Architectural engineering","score_opus":0.012982875547341836,"score_gpt":0.22288393287971323,"score_spread":0.20990105733237138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343641100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7997957,0.0006121646,0.0051243473,0.040830012,0.00036197726,0.00011476433,0.000037966616,0.0000424286,0.15308064],"genre_scores_gemma":[0.99541473,0.00014827531,0.00042340494,0.0007452549,0.00006353749,0.000046913538,0.000011313821,0.000018868608,0.0031278827],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98660374,0.009986895,0.00017614127,0.00062125764,0.0012104876,0.0014014776],"domain_scores_gemma":[0.9668238,0.023585605,0.0025901329,0.0022702229,0.0010469134,0.0036832981],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0116751855,0.00043342012,0.0003717687,0.0013100561,0.014537375,0.013687875,0.0012454196,0.004566194,0.0056492966],"category_scores_gemma":[0.026850257,0.00026571954,0.0003247738,0.0014333377,0.018414868,0.013755459,0.016424619,0.005759269,0.00047895833],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015971983,0.0006128634,0.016472068,0.00024356341,0.000031876923,0.0016124902,0.7525338,0.00036904833,0.0007903791,0.1597779,0.011411674,0.05598468],"study_design_scores_gemma":[0.000028841301,0.00014711569,0.0131539665,0.00024828225,0.000019580604,0.0005622159,0.80834395,0.0011938273,0.001044763,0.06524765,0.109944105,0.00006565098],"about_ca_topic_score_codex":0.0011042714,"about_ca_topic_score_gemma":0.0016881026,"teacher_disagreement_score":0.014537375,"about_ca_system_score_codex":0.0029773302,"about_ca_system_score_gemma":0.0032748717,"threshold_uncertainty_score":0.061744988},"labels":[],"label_agreement":null},{"id":"W2343773215","doi":"10.15353/joci.v12i1.3215","title":"ENCITE: A model to help Voluntary Organisations use ICT effectively","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Irish; Information and Communications Technology; Public relations; Business; Politics; Plan (archaeology); Political science; Geography","score_opus":0.05576800220139609,"score_gpt":0.3071388329057947,"score_spread":0.2513708307043986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343773215","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028349515,0.0005137469,0.615801,0.036524605,0.0011127804,0.002303862,0.0009623325,0.017016413,0.29741588],"genre_scores_gemma":[0.27394837,0.0012636156,0.52249867,0.0055924295,0.00027766274,0.0030777287,0.002998303,0.0015379695,0.18880539],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9956806,0.0020315298,0.00025667608,0.00041505916,0.001087887,0.0005283645],"domain_scores_gemma":[0.9919117,0.0027653815,0.0004251871,0.0013635689,0.0015922082,0.0019420248],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005222521,0.001114366,0.00041530075,0.0017966093,0.0026947227,0.007389172,0.0041252123,0.0043939925,0.019000616],"category_scores_gemma":[0.013655121,0.0006166976,0.0010636856,0.0011932333,0.0032612341,0.0135495635,0.010208337,0.0032255657,0.008659912],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047859555,0.0024087718,0.008212051,0.0010191146,0.000079674006,0.0012842237,0.015300365,0.017874036,0.0036881827,0.52412105,0.121257156,0.3042767],"study_design_scores_gemma":[0.00026278672,0.00040969605,0.0010441929,0.0004907162,0.00007724995,0.00083786354,0.0059151608,0.06365847,0.002205224,0.0937525,0.8311805,0.00016562406],"about_ca_topic_score_codex":0.009978297,"about_ca_topic_score_gemma":0.015305981,"teacher_disagreement_score":0.019000616,"about_ca_system_score_codex":0.0030517508,"about_ca_system_score_gemma":0.0099548055,"threshold_uncertainty_score":0.06356341},"labels":[],"label_agreement":null},{"id":"W2343836740","doi":"10.15353/joci.v12i1.3214","title":"Cooperating community connections: A changing political reality","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Interpretation (philosophy); Politics; Institution; Democracy; Corporate governance; Informatics; Political science; Sociology; Public relations; Public administration; Social science; Law; Computer science; Management; Economics","score_opus":0.2901502190112823,"score_gpt":0.43745162874881227,"score_spread":0.14730140973752998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2343836740","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17873725,0.011999112,0.02578224,0.5313325,0.0014886203,0.00005260715,0.00009619122,0.00010494748,0.25040656],"genre_scores_gemma":[0.9771599,0.0036919673,0.0027629284,0.009595456,0.0010066531,0.00004986509,0.000031637745,0.000047512633,0.0056541883],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.987135,0.007358816,0.00024230643,0.0018941017,0.0020291125,0.0013407753],"domain_scores_gemma":[0.97486955,0.015463403,0.002069833,0.0017201921,0.00183566,0.004041274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015315404,0.00026609856,0.00063884276,0.002218279,0.013004151,0.017294705,0.0018941235,0.007899795,0.0037884403],"category_scores_gemma":[0.018526765,0.00041480776,0.0003728102,0.0026791033,0.049996063,0.023692206,0.009254297,0.008286969,0.00038075342],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009235301,0.00000992583,0.00046994505,0.000028227778,0.000005320403,0.00012956266,0.017450273,0.00015484188,0.00009935193,0.9676221,0.004859571,0.0091617415],"study_design_scores_gemma":[0.000020400379,0.00003723139,0.001317865,0.00015396511,0.0000065497193,0.00024531927,0.03427744,0.0008254991,0.00009058145,0.7749447,0.18803658,0.000043778564],"about_ca_topic_score_codex":0.005188049,"about_ca_topic_score_gemma":0.0059722257,"teacher_disagreement_score":0.017294705,"about_ca_system_score_codex":0.0061260695,"about_ca_system_score_gemma":0.00349907,"threshold_uncertainty_score":0.08099651},"labels":[],"label_agreement":null},{"id":"W2344200560","doi":"10.15353/joci.v12i1.3206","title":"Editorial: a legacy to cherish","year":2016,"lang":"en","type":"editorial","venue":"The Journal of Community Informatics","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental ethics; Engineering ethics; Political science; Philosophy; Engineering","score_opus":0.06576785305425649,"score_gpt":0.4136001487363252,"score_spread":0.34783229568206875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344200560","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000018620898,0.0015769637,0.000092395545,0.057404432,0.94020885,0.000007587059,0.000020153471,0.00002313919,0.0006478765],"genre_scores_gemma":[0.00033439498,0.0014513162,0.00013970814,0.030265752,0.9617884,0.00001626507,0.000018156179,0.00004231987,0.0059435843],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9802977,0.0033218416,0.0023838638,0.0021190385,0.010793644,0.0010840872],"domain_scores_gemma":[0.913785,0.028613927,0.005330675,0.0029395774,0.036516733,0.012814116],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.015438542,0.0034740847,0.004418611,0.005458107,0.0059828334,0.018147264,0.0052505517,0.02527363,0.013427395],"category_scores_gemma":[0.10120604,0.001171313,0.0027261958,0.0028071923,0.006694376,0.008074731,0.0035161632,0.032573033,0.012930103],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013350915,0.000010767777,0.00001904611,0.000089998226,0.000010567125,0.00007923946,0.000016644455,0.0000141640485,0.00002085788,0.000468562,0.9964216,0.0028353492],"study_design_scores_gemma":[0.00004274808,0.000019748337,0.000152249,0.00052793307,0.000034695262,0.00028876466,0.000100211844,0.00015171852,0.00008942161,0.0030420967,0.9955232,0.000027296743],"about_ca_topic_score_codex":0.001604957,"about_ca_topic_score_gemma":0.005155158,"teacher_disagreement_score":0.9818527,"about_ca_system_score_codex":0.004418867,"about_ca_system_score_gemma":0.00727136,"threshold_uncertainty_score":0.08164781},"labels":[],"label_agreement":null},{"id":"W2344564231","doi":"10.15353/joci.v12i1.3208","title":"ICT and Online Social Movements for Good Governance in Nigeria","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resource mobilization; Social movement; Corporate governance; Information and Communications Technology; The Internet; Government (linguistics); Social media; Political science; E-governance; Mobilization; Public relations; State (computer science); Resource (disambiguation); Public administration; Sociology; Economics; Law; Management","score_opus":0.04907913742956158,"score_gpt":0.35047215687179495,"score_spread":0.30139301944223335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344564231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83123285,0.0014073267,0.0014643886,0.007933652,0.00008779809,0.00006731823,0.00001948381,0.000009521566,0.15777776],"genre_scores_gemma":[0.9975303,0.00037075675,0.00017012566,0.00008477271,0.0000062538866,0.0000073162705,0.0000030431695,0.0000016749849,0.0018257652],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9989015,0.00058674515,0.000042311996,0.00007405499,0.00009889712,0.0002964582],"domain_scores_gemma":[0.99818724,0.00072712515,0.00058576645,0.000054012526,0.00009472156,0.00035107412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012128812,0.00016174295,0.00010988443,0.0012371177,0.0036539321,0.005658293,0.00020654514,0.00085176044,0.0037934862],"category_scores_gemma":[0.0022032629,0.00016109357,0.00011763484,0.0014003363,0.0054520145,0.003335071,0.0026137661,0.0010606202,0.0001840413],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011488325,0.00035191336,0.13115211,0.00025157168,0.0000151828435,0.0027993903,0.111831166,0.0011520499,0.0013321867,0.6521476,0.0025512914,0.096300595],"study_design_scores_gemma":[0.000041161264,0.00018791683,0.20439084,0.0018122188,0.000038932256,0.0010416165,0.53640616,0.0033503615,0.0015563142,0.092713,0.15840903,0.000052350966],"about_ca_topic_score_codex":0.0047208103,"about_ca_topic_score_gemma":0.011426975,"teacher_disagreement_score":0.005658293,"about_ca_system_score_codex":0.0031043815,"about_ca_system_score_gemma":0.0038893635,"threshold_uncertainty_score":0.022524},"labels":[],"label_agreement":null},{"id":"W2344821929","doi":"10.15353/joci.v12i1.3217","title":"Mediated communication and mediated communities in the information age","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Conceptualization; Relation (database); Virtual community; Sociology; Epistemology; Public relations; Computer science; Political science; World Wide Web; The Internet; Artificial intelligence","score_opus":0.05389927307107647,"score_gpt":0.3235834344153641,"score_spread":0.26968416134428763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2344821929","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11188564,0.041511282,0.08419685,0.039946698,0.0015253655,0.00015245155,0.00014515764,0.00018962084,0.72044694],"genre_scores_gemma":[0.95349115,0.009924198,0.010707835,0.0017713151,0.0015630095,0.00020064815,0.000045280085,0.00004253143,0.02225405],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99477106,0.0033286954,0.0001288759,0.00042058452,0.00092314894,0.00042753626],"domain_scores_gemma":[0.99335325,0.004632999,0.00076307193,0.00044457475,0.00040175166,0.00040426408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034485494,0.00046313106,0.00039796738,0.002773634,0.00525238,0.008949138,0.0009044592,0.002821428,0.0064826654],"category_scores_gemma":[0.007224161,0.0002481617,0.00031065432,0.0020776906,0.0170768,0.015539826,0.0064869015,0.001915323,0.0007116205],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000088564,0.000010802436,0.00021095523,0.000055598673,0.000004207458,0.00009736695,0.006112452,0.00023259026,0.00009233863,0.98425496,0.00081613736,0.008103745],"study_design_scores_gemma":[0.000021848264,0.000046591365,0.0006760201,0.00024434604,0.000011490411,0.00033544854,0.005160296,0.0009786033,0.0002336722,0.8671488,0.12511703,0.000025743106],"about_ca_topic_score_codex":0.0017980285,"about_ca_topic_score_gemma":0.0014463837,"teacher_disagreement_score":0.008949138,"about_ca_system_score_codex":0.002670911,"about_ca_system_score_gemma":0.002213042,"threshold_uncertainty_score":0.021686673},"labels":[],"label_agreement":null},{"id":"W2345918949","doi":"10.15353/joci.v12i1.3244","title":"Mobile phones and reading for enjoyment: evidence of use and behaviour change","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reading (process); Psychology; Developmental psychology; Advertising; Business; Linguistics","score_opus":0.1314200696247534,"score_gpt":0.3760831265217308,"score_spread":0.24466305689697743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345918949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921163,0.004581943,0.00006361307,0.0004216781,0.000018367396,0.000035359742,0.00011989148,0.0000052008204,0.0026376746],"genre_scores_gemma":[0.997216,0.001968269,0.00013079357,0.000078785815,0.00002110557,0.000023381263,0.000051139166,0.0000027729616,0.00050778326],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99824476,0.0008324054,0.00015089108,0.00017063323,0.00040629818,0.00019503865],"domain_scores_gemma":[0.9861572,0.007523965,0.0044845375,0.0003493674,0.0006344055,0.00085064967],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002285036,0.00027146787,0.00036795594,0.0019750944,0.00066624023,0.0015442836,0.0005039767,0.0010395948,0.0037486854],"category_scores_gemma":[0.013888379,0.00033624188,0.000661981,0.001674051,0.0008183589,0.0010261333,0.0011400193,0.001062974,0.00031720835],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004408213,0.001113767,0.9258228,0.0006234454,0.00036426634,0.0002896477,0.00720487,0.00003656969,0.00046158922,0.00019153015,0.00023242527,0.063218296],"study_design_scores_gemma":[0.000010645681,0.00036886646,0.99731547,0.00010826725,0.00007233286,0.00011864597,0.0012289536,0.000035027428,0.00006153693,0.00003994547,0.00063368765,0.000006578597],"about_ca_topic_score_codex":0.008422566,"about_ca_topic_score_gemma":0.009644718,"teacher_disagreement_score":0.008422566,"about_ca_system_score_codex":0.00059397134,"about_ca_system_score_gemma":0.00053770596,"threshold_uncertainty_score":0.016747057},"labels":[],"label_agreement":null},{"id":"W2346522083","doi":"10.15353/joci.v12i1.3216","title":"Abuse Prevention of Street Camera Network by Browsing-History Disclosure","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovation in Digital Healthcare Systems","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Japan Society for the Promotion of Science","keywords":"Suspect; Internet privacy; Tracking (education); Computer security; Order (exchange); Deterrence theory; Computer science; Criminology; Business; Sociology; Political science; Law","score_opus":0.08405134259123653,"score_gpt":0.38720675651490033,"score_spread":0.3031554139236638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346522083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65918267,0.004560865,0.16091119,0.010696647,0.00044953052,0.0009888563,0.00017198142,0.0005092862,0.1625289],"genre_scores_gemma":[0.9836626,0.0006473755,0.01100259,0.00035613915,0.000072055824,0.00010436119,0.000030811825,0.000008683071,0.0041154535],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9969103,0.0013846853,0.00014316895,0.00028831037,0.0009427935,0.00033076486],"domain_scores_gemma":[0.9911618,0.0027715426,0.00269044,0.0016607598,0.0011484914,0.00056700397],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021402847,0.00043110395,0.0004060324,0.0014690302,0.0014160285,0.0017333324,0.0011891542,0.0012487224,0.0030978466],"category_scores_gemma":[0.011960849,0.00018483408,0.0004895978,0.0006857148,0.0017501719,0.0030572976,0.0025389027,0.0011740498,0.00045209084],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038844426,0.0017745893,0.10209471,0.0008701088,0.00014702309,0.0019194969,0.006781573,0.0036632074,0.012290941,0.31448734,0.010633798,0.5449488],"study_design_scores_gemma":[0.00031536733,0.0052700206,0.17464663,0.004026515,0.0015951919,0.029362038,0.024145644,0.19020016,0.06840411,0.2909963,0.2104627,0.000575355],"about_ca_topic_score_codex":0.0019176077,"about_ca_topic_score_gemma":0.0026431496,"teacher_disagreement_score":0.0030978466,"about_ca_system_score_codex":0.0005968087,"about_ca_system_score_gemma":0.0017076285,"threshold_uncertainty_score":0.011319041},"labels":[],"label_agreement":null},{"id":"W2484522485","doi":"10.15353/joci.v12i2.3224","title":"Open Data and Evidence-based Socio-economic Policy Research in India: An overview","year":2016,"lang":"fr","type":"article","venue":"The Journal of Community Informatics","topic":"Auction Theory and Applications","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Transparency (behavior); Open government; Public administration; Library science; Humanities; Welfare economics; Computer science; Economics; Law","score_opus":0.7074429305262019,"score_gpt":0.5808128314052833,"score_spread":0.1266300991209186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2484522485","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00914527,0.81287307,0.014284593,0.07944026,0.001736478,0.0005440041,0.0018484042,0.00021427748,0.079913646],"genre_scores_gemma":[0.080542155,0.89333886,0.014647365,0.004501265,0.0014199624,0.0005094988,0.0010720724,0.000082079765,0.0038868156],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98246324,0.006654804,0.0027777143,0.0010592357,0.005768386,0.0012766457],"domain_scores_gemma":[0.9441025,0.03985149,0.0041462793,0.0024414454,0.0071138423,0.0023443887],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.015518763,0.0007184997,0.0010928067,0.020233344,0.002813564,0.015496597,0.0026539303,0.003000462,0.003960607],"category_scores_gemma":[0.019098748,0.0011191788,0.0014027869,0.040632255,0.009252592,0.007522419,0.008198383,0.0044737007,0.00086742005],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011216146,0.0002688667,0.012507422,0.033879716,0.00022549584,0.0012891159,0.007094957,0.0028095723,0.00082264136,0.45085946,0.030444121,0.45968643],"study_design_scores_gemma":[0.000016691376,0.000110477034,0.021225791,0.019616056,0.00014810739,0.0012030796,0.005943324,0.0011106274,0.0008442089,0.047000702,0.9026425,0.00013829333],"about_ca_topic_score_codex":0.034199502,"about_ca_topic_score_gemma":0.02065717,"teacher_disagreement_score":0.99734604,"about_ca_system_score_codex":0.01773708,"about_ca_system_score_gemma":0.04743755,"threshold_uncertainty_score":0.12869209},"labels":[],"label_agreement":null},{"id":"W2496164090","doi":"10.15353/joci.v12i2.3251","title":"Understanding Information need and media habit of poor farmers in Bangladesh","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Leverage (statistics); Information and Communications Technology; Habit; Psychological intervention; Poverty; ICTS; Agriculture; Business; Economic growth; Public relations; Development economics; Marketing; Political science; Economics; Geography; Psychology; Computer science; Social psychology","score_opus":0.07370154504639474,"score_gpt":0.2559610949104426,"score_spread":0.18225954986404785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2496164090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9990114,0.000046158948,0.000013875141,0.000113062866,5.724356e-7,0.000005021885,0.00006223533,4.119039e-7,0.000747198],"genre_scores_gemma":[0.99940574,0.00015642034,0.000031224932,0.00004700843,0.0000011861637,0.000008398627,0.000029336492,5.2471904e-7,0.00032021446],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9996383,0.0001157499,0.000042138927,0.000046031768,0.0000568834,0.000100848774],"domain_scores_gemma":[0.9982888,0.0006488673,0.0005368674,0.000046423273,0.0002387015,0.00024034092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057618733,0.00015908535,0.0002381379,0.0010345032,0.0012032378,0.0009973856,0.00020949222,0.00051298225,0.0031211935],"category_scores_gemma":[0.002829271,0.0002388091,0.00011296271,0.001269214,0.0008448851,0.0011758623,0.0007637627,0.00040828786,0.00040011053],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009527854,0.000111306625,0.92586917,0.00010103182,0.000017794442,0.00044578096,0.06151762,0.00006201158,0.0016587265,0.00021091588,0.00029356475,0.009616764],"study_design_scores_gemma":[0.000004185692,0.00019720683,0.8006634,0.00008019348,0.000018860284,0.00028184798,0.1965497,0.00013472445,0.00020820691,0.0002284001,0.0016156299,0.000017647682],"about_ca_topic_score_codex":0.037457217,"about_ca_topic_score_gemma":0.053937126,"teacher_disagreement_score":0.037457217,"about_ca_system_score_codex":0.0008140051,"about_ca_system_score_gemma":0.0005487284,"threshold_uncertainty_score":0.07447839},"labels":[],"label_agreement":null},{"id":"W2499764404","doi":"10.15353/joci.v12i2.3240","title":"Enhancing Citizen Engagement with Open Government Data","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Open government; Government (linguistics); Civil society; Public relations; Order (exchange); Open data; Action (physics); Political science; Action research; Public administration; Business; Knowledge management; Sociology; Computer science; Pedagogy; Politics","score_opus":0.10249934028998936,"score_gpt":0.3448127149241882,"score_spread":0.24231337463419883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2499764404","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8360532,0.00038154618,0.037977487,0.014003871,0.000098081124,0.0008720701,0.00014922177,0.00038389693,0.11008077],"genre_scores_gemma":[0.9847505,0.00017549045,0.010452282,0.00058632344,0.000035865236,0.0002975138,0.00008355475,0.00003246222,0.0035859596],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9595486,0.030855432,0.00071258395,0.0016677879,0.00396428,0.0032512115],"domain_scores_gemma":[0.9421674,0.03976069,0.004020289,0.006049932,0.0035078763,0.0044938535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016128166,0.0005304079,0.0005012985,0.0014030581,0.0035929538,0.00846916,0.0015474019,0.002335788,0.0060828933],"category_scores_gemma":[0.04577647,0.00031578052,0.0006597507,0.001715266,0.0026907236,0.00962109,0.018440891,0.0022544651,0.0012710807],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004950345,0.0046267146,0.1158471,0.0015360521,0.00014428298,0.0012582515,0.3446527,0.0023005675,0.01170193,0.03193492,0.0065425653,0.47895983],"study_design_scores_gemma":[0.00022554224,0.0032144783,0.070098475,0.001713678,0.00019966297,0.0012323612,0.47462174,0.014283052,0.016356595,0.070217244,0.34765732,0.00017979284],"about_ca_topic_score_codex":0.0015562782,"about_ca_topic_score_gemma":0.0022302563,"teacher_disagreement_score":0.016128166,"about_ca_system_score_codex":0.0017731865,"about_ca_system_score_gemma":0.0040340694,"threshold_uncertainty_score":0.0852949},"labels":[],"label_agreement":null},{"id":"W2501452274","doi":"10.15353/joci.v12i2.3246","title":"Researching the emerging impacts of open data: revisiting the ODDC conceptual framework","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":71,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accountability; Open government; Transparency (behavior); Open data; Civil society; Openness to experience; Context (archaeology); Mainstream; Data governance; Empowerment; Corporate governance; Political science; Knowledge management; Business; Computer science; Marketing; Data quality; Geography; Service (business)","score_opus":0.16522571158800964,"score_gpt":0.4369443422284339,"score_spread":0.2717186306404243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501452274","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05013143,0.024247034,0.14634755,0.32020923,0.0017942077,0.0012276237,0.0008613532,0.00012342821,0.45505813],"genre_scores_gemma":[0.84965837,0.019148534,0.099212274,0.018771576,0.00062478025,0.0026198947,0.00046294727,0.0001609733,0.009340774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9443883,0.03891159,0.0024889465,0.0034939863,0.007951074,0.0027662362],"domain_scores_gemma":[0.8970555,0.082163475,0.003909046,0.0039795716,0.0098869195,0.0030055158],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.06928855,0.0012223049,0.0014229226,0.017401965,0.010951228,0.029287968,0.0053685466,0.007207147,0.0042722975],"category_scores_gemma":[0.04858264,0.0007772064,0.0013640443,0.018233566,0.11300931,0.042355645,0.01847759,0.0118211,0.000587948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033294639,0.000009165946,0.00037676247,0.00015673297,0.0000029093685,0.00007081803,0.00746121,0.00017467327,0.000021215425,0.98854035,0.0007001641,0.0024826347],"study_design_scores_gemma":[0.000025209094,0.000036534482,0.0010555751,0.0035439562,0.000028030854,0.00029581462,0.06495822,0.0023035707,0.000251735,0.7365166,0.19093466,0.000050107694],"about_ca_topic_score_codex":0.023749107,"about_ca_topic_score_gemma":0.018384498,"teacher_disagreement_score":0.99463147,"about_ca_system_score_codex":0.033929378,"about_ca_system_score_gemma":0.050330907,"threshold_uncertainty_score":0.36643726},"labels":[],"label_agreement":null},{"id":"W2508852889","doi":"10.15353/joci.v12i2.3230","title":"Geek Heresy: a heretical view of technology for development","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geek; Heresy; Philosophy; Sociology; Media studies; Theology","score_opus":0.03795599297888083,"score_gpt":0.2656541893187942,"score_spread":0.22769819633991337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2508852889","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025559207,0.0041916817,0.030250102,0.10287933,0.007597731,0.000052366446,0.00019526649,0.00018393181,0.85209364],"genre_scores_gemma":[0.3015298,0.0056708944,0.015642507,0.049929235,0.005794084,0.00056238985,0.0002639025,0.000784459,0.61982274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9949462,0.0022964606,0.00026387174,0.00073120376,0.0011223018,0.0006400381],"domain_scores_gemma":[0.9969271,0.0013356995,0.00017636563,0.000590035,0.00074584986,0.00022498448],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0032897869,0.0010358938,0.00085073593,0.0020711462,0.0069142487,0.012594895,0.0022429395,0.010995937,0.03148606],"category_scores_gemma":[0.009938783,0.00040366448,0.0008944094,0.001832491,0.020123474,0.021943014,0.0067226104,0.013739503,0.006038832],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028550585,0.0000029979885,0.000012525138,0.000009347139,0.0000014737763,0.000024547882,0.0004262407,0.00003162748,0.00001608499,0.98902136,0.009037381,0.0014136931],"study_design_scores_gemma":[0.000010056984,0.0000108086015,0.00007200112,0.0000886945,0.0000054757415,0.00011102726,0.0006743636,0.00024315518,0.00011236086,0.6637681,0.33488297,0.000020895153],"about_ca_topic_score_codex":0.010949105,"about_ca_topic_score_gemma":0.00998645,"teacher_disagreement_score":0.99308574,"about_ca_system_score_codex":0.0046681287,"about_ca_system_score_gemma":0.003938455,"threshold_uncertainty_score":0.10533136},"labels":[],"label_agreement":null},{"id":"W2510404814","doi":"10.15353/joci.v12i2.3228","title":"Facebook’s “Free Basics”: For or against community development?","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Identity (music); Internet privacy; Public relations; Conversation; Field (mathematics); Online community; Informatics; Relation (database); Sociology; World Wide Web; Engineering ethics; Computer science; Political science; Engineering","score_opus":0.1116976392418063,"score_gpt":0.3554994941090473,"score_spread":0.24380185486724099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2510404814","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20135322,0.0040664705,0.011389466,0.46242633,0.0028141479,0.0001441937,0.00006819282,0.00014189661,0.3175961],"genre_scores_gemma":[0.9627796,0.0012586894,0.0018656732,0.020883791,0.0006105519,0.00010791094,0.00002325056,0.00008493022,0.01238558],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9800044,0.013918226,0.0003223217,0.0012462807,0.0031489374,0.001359839],"domain_scores_gemma":[0.9698835,0.021848667,0.0015978698,0.0018480817,0.0021229978,0.0026988483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021335842,0.00041975392,0.00034869832,0.0019341478,0.015524266,0.013706525,0.0013721406,0.006220169,0.0053579775],"category_scores_gemma":[0.032368883,0.000255973,0.00043112037,0.0011799638,0.030781053,0.019577945,0.009507166,0.0053693308,0.00059730036],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050122897,0.000036939633,0.0028634658,0.00019331647,0.000018390467,0.0004901551,0.2181125,0.000065659435,0.00063660735,0.69565016,0.027935764,0.053946987],"study_design_scores_gemma":[0.000030374102,0.000062986735,0.0038362758,0.000938873,0.000025030176,0.00038003438,0.32867715,0.0005136861,0.0014997389,0.1111144,0.5528459,0.00007551866],"about_ca_topic_score_codex":0.0062268605,"about_ca_topic_score_gemma":0.010196409,"teacher_disagreement_score":0.021335842,"about_ca_system_score_codex":0.004611848,"about_ca_system_score_gemma":0.004402884,"threshold_uncertainty_score":0.11283606},"labels":[],"label_agreement":null},{"id":"W2511550714","doi":"10.15353/joci.v12i2.3220","title":"Mapping an emergent Open Data eco-system","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tourism; Open data; Data science; Conceptual framework; Data collection; Knowledge management; Business; Computer science; Regional science; Sociology; Political science; World Wide Web; Social science","score_opus":0.1345915983418233,"score_gpt":0.3385160758670267,"score_spread":0.2039244775252034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511550714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5451023,0.0006903626,0.3888676,0.008000427,0.00011181838,0.0006603988,0.0012111113,0.0003798597,0.054976076],"genre_scores_gemma":[0.9061171,0.00032613476,0.09047794,0.00021034524,0.0000137423785,0.0002338644,0.00040551502,0.000070647235,0.0021447316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99441636,0.0024886022,0.0003418783,0.00096102507,0.0013513777,0.00044069186],"domain_scores_gemma":[0.9849635,0.007755372,0.001666492,0.0023438206,0.0025005536,0.000770329],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0054286295,0.0002707937,0.0003479024,0.0041329847,0.0027346746,0.0076214513,0.0011624774,0.0010313862,0.0024016052],"category_scores_gemma":[0.015277108,0.00033012094,0.00037841508,0.005672783,0.006112564,0.008284622,0.00656824,0.0011290815,0.00025590148],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010434734,0.00013498,0.107836545,0.001021436,0.000091796246,0.0032452655,0.07467571,0.011321474,0.011727256,0.6375586,0.0036179426,0.14866467],"study_design_scores_gemma":[0.000029579192,0.00011214973,0.044880737,0.00096072874,0.00007161016,0.0014063817,0.2482189,0.055814814,0.0066486294,0.47440797,0.16734084,0.00010772536],"about_ca_topic_score_codex":0.0101586385,"about_ca_topic_score_gemma":0.011304871,"teacher_disagreement_score":0.99883753,"about_ca_system_score_codex":0.0040856106,"about_ca_system_score_gemma":0.004653575,"threshold_uncertainty_score":0.029643357},"labels":[],"label_agreement":null},{"id":"W2514616995","doi":"10.15353/joci.v12i2.3242","title":"Open Data and Subnational Governments: Lessons from Developing Countries","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Open data; Open government; Developing country; Context (archaeology); Intermediary; Government (linguistics); Business; Local government; Regional science; Political science; Economic growth; Public administration; Computer science; Economics; Marketing; World Wide Web; Geography","score_opus":0.12747359025311683,"score_gpt":0.37883464249493237,"score_spread":0.25136105224181554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2514616995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36296552,0.13321462,0.0054624095,0.18209633,0.0009092878,0.00022115394,0.0013042548,0.000079415004,0.313747],"genre_scores_gemma":[0.93707466,0.05271121,0.002521468,0.0045232293,0.00013394174,0.00011384869,0.0002532527,0.000051155115,0.0026172015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99288505,0.004256835,0.0005796306,0.0004287535,0.0007253492,0.0011243485],"domain_scores_gemma":[0.9660966,0.025870705,0.0017551474,0.0016477472,0.003268156,0.0013617388],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.015160786,0.00044479614,0.0011114812,0.006379834,0.0044308254,0.011760379,0.0009949171,0.0015897236,0.004025639],"category_scores_gemma":[0.023150975,0.00033574377,0.00057610223,0.01760538,0.0074985484,0.01106116,0.00814029,0.0035066314,0.00029423868],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028803083,0.00017575164,0.03834775,0.0031767641,0.00016883698,0.0031940464,0.14751168,0.0015712841,0.00037550402,0.57732785,0.018794497,0.20906791],"study_design_scores_gemma":[0.00007703058,0.00012440958,0.038868908,0.007457922,0.00018561624,0.00068249897,0.44809332,0.0007211018,0.0013564352,0.13540156,0.3669531,0.00007817292],"about_ca_topic_score_codex":0.037680514,"about_ca_topic_score_gemma":0.0428843,"teacher_disagreement_score":0.9990051,"about_ca_system_score_codex":0.009495265,"about_ca_system_score_gemma":0.012199401,"threshold_uncertainty_score":0.08017886},"labels":[],"label_agreement":null},{"id":"W2515320058","doi":"10.15353/joci.v12i2.3229","title":"To the Cloud: Big Data in a Turbulent World by Vincent Mosco","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Big Data Technologies and Applications","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cloud computing; Reading (process); Upload; World Wide Web; Media studies; Computer science; Visual arts; History; Art; Sociology; Law; Political science","score_opus":0.3204031877869045,"score_gpt":0.3920554610042206,"score_spread":0.0716522732173161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515320058","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0075151226,0.23253185,0.005333064,0.6817569,0.01369797,0.000036870486,0.0001709762,0.00010901862,0.058848243],"genre_scores_gemma":[0.27886325,0.39448556,0.007872288,0.13476618,0.027852809,0.00010120231,0.00026869102,0.00045931153,0.15533075],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986065,0.0004732499,0.000041417912,0.00016111086,0.00056166435,0.00015610576],"domain_scores_gemma":[0.99683183,0.0017453986,0.0001514006,0.000058302034,0.00054140826,0.0006717205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016805712,0.0004412151,0.00034910714,0.0010068541,0.0022061435,0.005788539,0.0004871011,0.0014119954,0.0023567337],"category_scores_gemma":[0.005579552,0.00028469134,0.00026119556,0.0016913435,0.0029466418,0.005058846,0.0012096484,0.0046804603,0.0009847638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030073676,0.00002659364,0.00097318034,0.00019784052,0.000014093245,0.00019352257,0.0027226664,0.0008122104,0.00022802161,0.1375395,0.81233954,0.044922642],"study_design_scores_gemma":[0.000003544022,0.0000139496415,0.0006633212,0.00041068468,0.000003707899,0.00015997454,0.0019037258,0.001028289,0.00012713067,0.04410311,0.95155036,0.000032171454],"about_ca_topic_score_codex":0.018806666,"about_ca_topic_score_gemma":0.018263632,"teacher_disagreement_score":0.018806666,"about_ca_system_score_codex":0.0041484255,"about_ca_system_score_gemma":0.004116262,"threshold_uncertainty_score":0.037394404},"labels":[],"label_agreement":null},{"id":"W2515573129","doi":"10.15353/joci.v12i3.3282","title":"Graphical Perception of Value Distributions: An Evaluation of Non-Expert Viewers' Data Literacy","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"IDA Ireland; Enterprise Ireland","keywords":"Histogram; Pie chart; Chart; Perception; Computer science; Identification (biology); Field (mathematics); Statement (logic); Plot (graphics); Artificial intelligence; Mathematics; Statistics; Psychology; Linguistics","score_opus":0.08758322501915905,"score_gpt":0.40502416763709076,"score_spread":0.3174409426179317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515573129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99028045,0.0002433838,0.004360682,0.00014063569,0.000020089832,0.00012069785,0.0001350717,0.00016230399,0.0045367745],"genre_scores_gemma":[0.9962775,0.00013811403,0.0024494925,0.000086396096,0.000015595237,0.00007804523,0.00019195543,0.00005958429,0.00070332404],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99350786,0.0034416534,0.0006056178,0.0007618207,0.0012928399,0.00039027355],"domain_scores_gemma":[0.90024555,0.08033152,0.005649587,0.0036861075,0.0077952626,0.0022919495],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010992659,0.00072196795,0.00066895987,0.0026788076,0.00042576995,0.0028817428,0.0007537108,0.0014478153,0.0058621694],"category_scores_gemma":[0.09243319,0.00031348164,0.0010525516,0.0006285204,0.0011908007,0.0025709427,0.0028241621,0.00095040986,0.0008494597],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00459679,0.0009864033,0.4859315,0.0029005194,0.0005021247,0.002125914,0.3288306,0.00309068,0.04694946,0.0020456077,0.0036979243,0.11834253],"study_design_scores_gemma":[0.00047301874,0.0065675317,0.7202094,0.0011621028,0.0006112573,0.0048772413,0.19550435,0.02709203,0.017192569,0.004565743,0.021045197,0.0006994892],"about_ca_topic_score_codex":0.001256782,"about_ca_topic_score_gemma":0.00060327596,"teacher_disagreement_score":0.010992659,"about_ca_system_score_codex":0.00058214547,"about_ca_system_score_gemma":0.00027698904,"threshold_uncertainty_score":0.05813545},"labels":[],"label_agreement":null},{"id":"W2517141485","doi":"10.15353/joci.v12i2.3226","title":"A Suburban Communications Network: Recurrence of Use, Growth of Participation, and the Challenges of Sustainability","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Australian Research Council","keywords":"Visibility; Sustainability; Community network; Public relations; Community organization; Term (time); Community building; Telecommunications; Political science; Engineering; Computer science; Geography; World Wide Web; Ecology","score_opus":0.10043321278599028,"score_gpt":0.3665488341360514,"score_spread":0.2661156213500611,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2517141485","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99211884,0.00011578927,0.0007771159,0.00065773615,0.000009480807,0.000019867632,0.000064858184,0.000012606638,0.0062237643],"genre_scores_gemma":[0.9988965,0.00006398999,0.00019681414,0.000022314633,0.0000052976534,0.000017906525,0.00003602902,0.000005007965,0.0007562342],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9965664,0.0020705373,0.00010803994,0.00034522236,0.0005247507,0.00038506868],"domain_scores_gemma":[0.98393875,0.0072010723,0.0033194695,0.00132743,0.0021602383,0.0020531735],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034263588,0.00014674159,0.00023601134,0.0018751473,0.003250513,0.0040558227,0.0007202956,0.0006291743,0.0025678338],"category_scores_gemma":[0.017599681,0.00017938731,0.00010798488,0.002296278,0.002338352,0.0035285,0.0031433185,0.0007792409,0.0002861652],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021890238,0.00026775606,0.68451583,0.0000856372,0.000039848477,0.00060936395,0.24303894,0.0006084343,0.0009739531,0.0073205666,0.0017864213,0.060534313],"study_design_scores_gemma":[0.0000102499125,0.00026369354,0.4903087,0.000107611384,0.00003003961,0.0006040174,0.47049177,0.0026877536,0.0007214592,0.0032980042,0.031430382,0.00004642122],"about_ca_topic_score_codex":0.02833597,"about_ca_topic_score_gemma":0.053364668,"teacher_disagreement_score":0.02833597,"about_ca_system_score_codex":0.0021665816,"about_ca_system_score_gemma":0.0022490055,"threshold_uncertainty_score":0.056342065},"labels":[],"label_agreement":null},{"id":"W2557282472","doi":"10.15353/joci.v12i3.3281","title":"Perceptions of ICT use in rural Brazil: Factors that impact appropriation among marginalized communities","year":2016,"lang":"es","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Appropriation; Information and Communications Technology; Digital inclusion; Humanities; ICTS; Digital literacy; Digital divide; Sociology; Political science; Geography; Pedagogy; Art","score_opus":0.06722815886210479,"score_gpt":0.35318459131443886,"score_spread":0.28595643245233404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557282472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9988381,0.00007307675,0.000038355356,0.00012743172,8.6430583e-7,0.000006525707,0.000022596276,0.0000010596658,0.00089190697],"genre_scores_gemma":[0.9997111,0.00009496672,0.000033422533,0.000017836557,8.2689616e-7,0.000004905292,0.000011939525,5.6965666e-7,0.00012440415],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99934465,0.00022792624,0.000047048343,0.00005660999,0.000122833,0.00020092622],"domain_scores_gemma":[0.9979365,0.00065555016,0.00067656115,0.00007824395,0.0002637215,0.00038951324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007782621,0.00019079169,0.00032256194,0.0012774185,0.0013662246,0.0013510353,0.00024896345,0.0002971528,0.00188796],"category_scores_gemma":[0.005210883,0.00018814245,0.000247718,0.0011026474,0.0012364025,0.0007035784,0.0014839132,0.00031499605,0.000101640595],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000073089774,0.0001376243,0.8242162,0.00017748395,0.000028052325,0.0006753481,0.15234809,0.00011305865,0.001550104,0.00081829116,0.0002101957,0.019652443],"study_design_scores_gemma":[0.0000065927234,0.0001498302,0.75291896,0.00020388335,0.00003144193,0.0003920596,0.24188809,0.00031484402,0.00025799166,0.0003561215,0.0034633027,0.00001690461],"about_ca_topic_score_codex":0.045005646,"about_ca_topic_score_gemma":0.060205128,"teacher_disagreement_score":0.045005646,"about_ca_system_score_codex":0.00077519444,"about_ca_system_score_gemma":0.0011581039,"threshold_uncertainty_score":0.089487374},"labels":[],"label_agreement":null},{"id":"W2557523911","doi":"10.15353/joci.v12i3.3284","title":"Digital Cultural Heritage and Social Sustainability","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Social sustainability; Cultural heritage; Public relations; Sustainability organizations; Sustainability science; Cultural sustainability; Equity (law); Business; Literacy; Community engagement; Political science; Sociology; Pedagogy","score_opus":0.03207640700547286,"score_gpt":0.23388733914520357,"score_spread":0.20181093213973073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557523911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5821507,0.0033554249,0.002367081,0.009556301,0.00013998909,0.00010486267,0.00012011139,0.000046733858,0.40215877],"genre_scores_gemma":[0.9939488,0.00084714114,0.00054856495,0.0003221911,0.000030372697,0.000015654216,0.00002256074,0.000007820449,0.0042569195],"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997113,0.0013882946,0.00011343077,0.00017645472,0.0007039797,0.00050477823],"domain_scores_gemma":[0.9946567,0.0025603133,0.00097416365,0.0003114683,0.00052635843,0.000971059],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002406408,0.00022643588,0.00020073411,0.0024290138,0.00523586,0.0094802,0.00042520286,0.0007084615,0.011740035],"category_scores_gemma":[0.006947923,0.00012370017,0.00024159969,0.002693257,0.010703443,0.0036916898,0.0075513893,0.0010263993,0.00040843678],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010566949,0.00044759474,0.1658106,0.00094805605,0.00007636251,0.0013132226,0.28460804,0.0005859768,0.0010717418,0.27227965,0.006292477,0.26646066],"study_design_scores_gemma":[0.000021389771,0.00013646796,0.07338188,0.0008901078,0.000046264384,0.0009935877,0.5906132,0.00038888527,0.0008874142,0.053690284,0.27889538,0.00005522619],"about_ca_topic_score_codex":0.012488059,"about_ca_topic_score_gemma":0.01563969,"teacher_disagreement_score":0.012488059,"about_ca_system_score_codex":0.003953895,"about_ca_system_score_gemma":0.0044940854,"threshold_uncertainty_score":0.039274335},"labels":[],"label_agreement":null},{"id":"W2557720241","doi":"10.15353/joci.v12i3.3276","title":"Data Literacy defined pro populo: To read this article, please provide a little information","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Literacy; Context (archaeology); Information literacy; Data science; Computer science; Sociology; Public relations; Political science; World Wide Web; Geography; Pedagogy","score_opus":0.23660703003835448,"score_gpt":0.42837699405994095,"score_spread":0.19176996402158647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557720241","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029053774,0.04468984,0.0203926,0.8013778,0.037213936,0.00009683196,0.00060507027,0.0002003233,0.09251825],"genre_scores_gemma":[0.17421463,0.112608775,0.040222548,0.492136,0.07294156,0.00090639835,0.001500494,0.0011927363,0.104276836],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99066,0.005546779,0.00061602023,0.00081958174,0.0019435497,0.0004141003],"domain_scores_gemma":[0.96997684,0.019500198,0.0017412015,0.0015159897,0.005873967,0.0013918133],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007129336,0.00084043277,0.00072789675,0.003708338,0.003420961,0.010024509,0.0013739851,0.0056532007,0.009452121],"category_scores_gemma":[0.046626285,0.0003101465,0.00044935977,0.004313129,0.01087475,0.013746936,0.006161282,0.010503375,0.0045334776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000402048,0.000036413716,0.0012988386,0.0006905204,0.000012863996,0.00019273623,0.00961241,0.00011651943,0.00024383016,0.31892827,0.5575384,0.111289],"study_design_scores_gemma":[0.000004586404,0.00001671973,0.0005331938,0.001193344,0.0000044968197,0.0003173772,0.00231174,0.00012001536,0.00020979313,0.040651724,0.9546139,0.00002312793],"about_ca_topic_score_codex":0.0022581103,"about_ca_topic_score_gemma":0.0019054201,"teacher_disagreement_score":0.010024509,"about_ca_system_score_codex":0.0018736272,"about_ca_system_score_gemma":0.003971651,"threshold_uncertainty_score":0.03770399},"labels":[],"label_agreement":null},{"id":"W2557723918","doi":"10.15353/joci.v12i3.3274","title":"Data Literacy - What is it and how can we make it happen?","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Data Quality and Management","field":"Decision Sciences","cited_by":64,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Literacy; Context (archaeology); Information literacy; The Internet; Computer science; Data science; Internet privacy; Political science; World Wide Web; Sociology; Geography; Pedagogy","score_opus":0.31089620332430623,"score_gpt":0.43750529438792857,"score_spread":0.12660909106362234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557723918","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005748375,0.04260472,0.003817451,0.91539234,0.0029698317,0.000060871185,0.00020957053,0.00008716077,0.02910965],"genre_scores_gemma":[0.41657528,0.29846284,0.02047693,0.23453517,0.008129151,0.0004433255,0.0010024682,0.00040884296,0.019966053],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9742319,0.014979762,0.0014257969,0.0015182472,0.005577724,0.002266616],"domain_scores_gemma":[0.9208875,0.04788995,0.0040283687,0.0041198456,0.010272025,0.012802342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.026258228,0.0005611147,0.0014242438,0.0045150127,0.006574665,0.024539175,0.0023347994,0.006188718,0.010189078],"category_scores_gemma":[0.09095004,0.00058447075,0.0010054715,0.0048347204,0.02293364,0.04839615,0.011164363,0.014499477,0.0038979778],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000849067,0.00024804953,0.021579936,0.0040143747,0.00011773658,0.0004793305,0.035834573,0.00034157524,0.00049060886,0.30816817,0.2043583,0.42428246],"study_design_scores_gemma":[0.000017826,0.00012193635,0.008819853,0.015836554,0.000046888053,0.00091099454,0.05694653,0.00030386559,0.0004281542,0.27619532,0.6402711,0.00010106275],"about_ca_topic_score_codex":0.0076051247,"about_ca_topic_score_gemma":0.006872566,"teacher_disagreement_score":0.026258228,"about_ca_system_score_codex":0.0071123783,"about_ca_system_score_gemma":0.015976872,"threshold_uncertainty_score":0.13886845},"labels":[],"label_agreement":null},{"id":"W2557892356","doi":"10.15353/joci.v12i3.3279","title":"Contributions of Paulo Freire for a Critical Data Literacy: a Popular Education Approach","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Brazilian cultural history and politics","field":"Social Sciences","cited_by":89,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Critical literacy; Parallels; Literacy; Information literacy; Literacy education; Sociology; Pedagogy; Work (physics); Mathematics education; Psychology; Engineering","score_opus":0.0860635635182296,"score_gpt":0.40205030628377453,"score_spread":0.31598674276554495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557892356","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017299855,0.044884596,0.045344245,0.74227726,0.006714116,0.00021726852,0.00012325715,0.00017410431,0.14296533],"genre_scores_gemma":[0.73866993,0.041765966,0.05759,0.08255776,0.008857282,0.0006815431,0.00011278955,0.0005517141,0.06921303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9900585,0.006896886,0.0002597387,0.0008150652,0.0015883379,0.00038149004],"domain_scores_gemma":[0.9740242,0.020867763,0.0005881112,0.0008571718,0.0026430434,0.0010197362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011735444,0.0006501132,0.0006284075,0.0038662825,0.008299868,0.008848769,0.0010838707,0.0032969068,0.0038056332],"category_scores_gemma":[0.027565388,0.00042429913,0.00045529334,0.00199602,0.017893363,0.011039847,0.0060505467,0.008437839,0.0005851288],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013318925,0.0000480221,0.00052071526,0.00019777849,0.000008226863,0.00038707937,0.053791,0.00011779298,0.00018985014,0.8618068,0.056868546,0.026050866],"study_design_scores_gemma":[0.000006507416,0.000018436982,0.00036593116,0.00067195436,0.000009948823,0.0005714169,0.013272894,0.00045111374,0.00028973693,0.21336421,0.7709387,0.00003905064],"about_ca_topic_score_codex":0.0068854634,"about_ca_topic_score_gemma":0.006546307,"teacher_disagreement_score":0.011735444,"about_ca_system_score_codex":0.005743087,"about_ca_system_score_gemma":0.005709552,"threshold_uncertainty_score":0.062063694},"labels":[],"label_agreement":null},{"id":"W2558314336","doi":"10.15353/joci.v12i3.3280","title":"DataBasic: Design Principles, Tools and Activities for Data Literacy Learners","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Software Engineering Research","field":"Computer Science","cited_by":114,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"John S. and James L. Knight Foundation","keywords":"Computer science; Literacy; Set (abstract data type); Key (lock); Mathematics education; Information literacy; Learning design; Digital literacy; Pedagogy; Psychology; World Wide Web","score_opus":0.1930286443424438,"score_gpt":0.35142041559371073,"score_spread":0.15839177125126694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558314336","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012434361,0.00042256748,0.972983,0.0015545264,0.0000439514,0.0008616267,0.00016010687,0.0032800252,0.008259871],"genre_scores_gemma":[0.026345545,0.00037382075,0.9675626,0.0002125397,0.000009810299,0.0010064277,0.00019332646,0.00042612775,0.0038698069],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99454224,0.0026008044,0.00079575845,0.00042706507,0.0013817558,0.00025234715],"domain_scores_gemma":[0.98976517,0.00516864,0.00068688305,0.001802264,0.0016895961,0.0008873863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012584842,0.001190237,0.0005868616,0.0029417889,0.0015466462,0.008280615,0.0027057943,0.00206503,0.0031260177],"category_scores_gemma":[0.016683647,0.001519216,0.00076706836,0.0013473495,0.0037555315,0.008113216,0.0049663344,0.002655867,0.0020957093],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002559716,0.0008104824,0.011053445,0.0036920155,0.00006536137,0.001041741,0.054041773,0.005965608,0.036195867,0.40305597,0.017156174,0.46666566],"study_design_scores_gemma":[0.00022600441,0.00054003135,0.0034443142,0.0022303876,0.00009878411,0.0031543868,0.009446988,0.022538776,0.02982107,0.1825277,0.74577487,0.00019669508],"about_ca_topic_score_codex":0.0011709817,"about_ca_topic_score_gemma":0.0021562295,"teacher_disagreement_score":0.012584842,"about_ca_system_score_codex":0.0011751138,"about_ca_system_score_gemma":0.004230268,"threshold_uncertainty_score":0.06655574},"labels":[],"label_agreement":null},{"id":"W2558376413","doi":"10.15353/joci.v12i3.3285","title":"Data Murals: Using the Arts to Build Data Literacy","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":67,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Literacy; The arts; Focus (optics); Set (abstract data type); Critical literacy; Digital literacy; Visual arts; Sociology; Mathematics education; Pedagogy; Computer science; Psychology; World Wide Web; Art","score_opus":0.205778547682592,"score_gpt":0.4200238864669845,"score_spread":0.21424533878439253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558376413","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4077607,0.0014107247,0.18832994,0.02358014,0.00042964483,0.0014520863,0.00036463185,0.002426128,0.374246],"genre_scores_gemma":[0.85335684,0.00062701985,0.12979324,0.0011736783,0.000037996397,0.000531298,0.0002018548,0.00029692164,0.013980969],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928335,0.0047636167,0.0002437689,0.00062473374,0.000981801,0.0005525378],"domain_scores_gemma":[0.9854608,0.009257294,0.00069189176,0.0021635995,0.0011368085,0.001289595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009039665,0.00080691784,0.00026620895,0.004626902,0.0043474874,0.007844717,0.0017237343,0.0010486131,0.0065777646],"category_scores_gemma":[0.020520588,0.0005040351,0.00063072477,0.0014299789,0.014590385,0.009021976,0.0150426645,0.0026520728,0.0010197865],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013808455,0.001015581,0.041135006,0.0008850549,0.00005786399,0.0014395928,0.352522,0.00092703686,0.006628596,0.18401504,0.011236891,0.39999926],"study_design_scores_gemma":[0.0001189337,0.00061065174,0.028102983,0.0019533029,0.00012067905,0.0018095688,0.25898826,0.006021654,0.01767706,0.1952555,0.48918045,0.00016101293],"about_ca_topic_score_codex":0.0063483114,"about_ca_topic_score_gemma":0.013426999,"teacher_disagreement_score":0.009039665,"about_ca_system_score_codex":0.003264013,"about_ca_system_score_gemma":0.004126196,"threshold_uncertainty_score":0.04780692},"labels":[],"label_agreement":null},{"id":"W2558381304","doi":"10.15353/joci.v12i3.3286","title":"Don't ask too much from data literacy","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Research Data Management Practices","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ask price; Literacy; Incentive; Information literacy; Critical literacy; Public relations; Political science; Internet privacy; Computer science; Sociology; Pedagogy; Business; Economics","score_opus":0.17290386826554355,"score_gpt":0.39532908113603477,"score_spread":0.22242521287049122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558381304","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019910296,0.002430861,0.0028410591,0.9668667,0.006873292,0.00003061027,0.00011403101,0.00015120146,0.01870115],"genre_scores_gemma":[0.05611716,0.003314087,0.00469531,0.90856284,0.0051363716,0.00016686977,0.00019828847,0.00032703346,0.021482121],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9650622,0.014338028,0.0023735259,0.0033392708,0.012278816,0.0026082122],"domain_scores_gemma":[0.82464564,0.08657381,0.00885968,0.015718512,0.0448853,0.019317044],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.030433096,0.0009091179,0.0017192529,0.0018283284,0.005744709,0.011615293,0.0028761483,0.0139434915,0.025740499],"category_scores_gemma":[0.19618659,0.0006128329,0.0010995289,0.0013962985,0.020014929,0.0405497,0.009567922,0.02762401,0.017430834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001519625,0.00021204588,0.0056057586,0.0011544815,0.000091306414,0.00037809272,0.008810673,0.00008007448,0.00089412177,0.083857425,0.81257033,0.086193815],"study_design_scores_gemma":[0.000116354764,0.0001907624,0.0034195287,0.002834823,0.00008129048,0.0011317107,0.015435837,0.00020619035,0.0012195986,0.15057042,0.8246424,0.00015104857],"about_ca_topic_score_codex":0.0035596734,"about_ca_topic_score_gemma":0.005061871,"teacher_disagreement_score":0.030433096,"about_ca_system_score_codex":0.0030719563,"about_ca_system_score_gemma":0.0075764847,"threshold_uncertainty_score":0.16094756},"labels":[],"label_agreement":null},{"id":"W2558488042","doi":"10.15353/joci.v12i3.3288","title":"Some Key Challenges for Data Literacy","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Research Data Management Practices","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Praxis; Key (lock); Literacy; Information literacy; Computer science; Data science; Sociology; Political science; World Wide Web; Pedagogy","score_opus":0.2923414867879107,"score_gpt":0.4189963810447337,"score_spread":0.12665489425682297,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558488042","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008551651,0.0048402124,0.010415898,0.95775604,0.0012304075,0.0000552802,0.00006529839,0.00006382543,0.017021356],"genre_scores_gemma":[0.69869155,0.021746995,0.057170525,0.19045255,0.006659551,0.0015331872,0.00032804412,0.00047370713,0.022943864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.93771195,0.045473225,0.0028915762,0.0036658777,0.006035198,0.004222086],"domain_scores_gemma":[0.7846028,0.16550535,0.0037147678,0.008778841,0.020246144,0.017152052],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0834581,0.0006170904,0.001057216,0.003525554,0.015758876,0.024471011,0.0032989462,0.0086065065,0.008554136],"category_scores_gemma":[0.12322645,0.000730432,0.0007908888,0.0041902307,0.05160193,0.046038803,0.02418548,0.028846238,0.0018038352],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037311805,0.000103667335,0.0022879336,0.0004183136,0.000009098454,0.00028933116,0.048880827,0.0001654755,0.0002970058,0.8572846,0.035941537,0.05428493],"study_design_scores_gemma":[0.000025061398,0.000066632405,0.0011719863,0.0012831913,0.0000055228006,0.0003629114,0.08824751,0.0005125797,0.00043603,0.7023565,0.20545451,0.000077574754],"about_ca_topic_score_codex":0.007046955,"about_ca_topic_score_gemma":0.005054569,"teacher_disagreement_score":0.9165419,"about_ca_system_score_codex":0.0067638955,"about_ca_system_score_gemma":0.017330708,"threshold_uncertainty_score":0.44137388},"labels":[],"label_agreement":null},{"id":"W2558540997","doi":"10.15353/joci.v12i3.3287","title":"Data Literacy projects in Canada: Field notes from the Open Data Institute, Toronto node","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Research Data Management Practices","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"","keywords":"General partnership; Flourishing; Literacy; Public relations; Field (mathematics); Open data; Political science; Node (physics); Information literacy; Open government; Public administration; Sociology; Engineering; Psychology; Pedagogy","score_opus":0.3002576076768155,"score_gpt":0.41547186646351303,"score_spread":0.11521425878669755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2558540997","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8356472,0.0043980232,0.0010721517,0.07703435,0.00049306586,0.0016284906,0.0042266627,0.00012669392,0.075373225],"genre_scores_gemma":[0.89673895,0.005312394,0.0028706684,0.007755689,0.0000747417,0.0007243085,0.0018310114,0.00018304185,0.08450933],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9913737,0.001993644,0.00034323023,0.00062285364,0.0023237679,0.003342776],"domain_scores_gemma":[0.96624595,0.0055359504,0.00088731264,0.00057685043,0.013069379,0.013684566],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.008529628,0.0005278317,0.0006034681,0.003356668,0.047165282,0.007954944,0.0026447792,0.0019174389,0.004972332],"category_scores_gemma":[0.014157623,0.0010442999,0.00030814647,0.009661804,0.010488518,0.0024954907,0.0070316675,0.004464674,0.0006319342],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0000739069,0.00029095326,0.024422057,0.00024479118,0.000007661096,0.0011723791,0.86162204,0.00009655966,0.0008075776,0.004566505,0.08015655,0.026539039],"study_design_scores_gemma":[0.000010726624,0.00005005516,0.04266221,0.00015812647,0.000006170307,0.00007623248,0.8755123,0.000056239525,0.00021263656,0.00018640986,0.0810306,0.00003827142],"about_ca_topic_score_codex":0.9915801,"about_ca_topic_score_gemma":0.9976125,"teacher_disagreement_score":0.9973552,"about_ca_system_score_codex":0.14978197,"about_ca_system_score_gemma":0.31606594,"threshold_uncertainty_score":0.9861324},"labels":[],"label_agreement":null},{"id":"W2559052595","doi":"10.15353/joci.v12i3.3289","title":"Critical Questions for Community Informatics in Practice","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Set (abstract data type); Engineering ethics; Community of practice; Field (mathematics); Medical education; Sociology; Library science; Medicine; Pedagogy; Political science; Computer science; Engineering","score_opus":0.028389955881768954,"score_gpt":0.322733413262713,"score_spread":0.29434345738094403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559052595","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030334825,0.016698536,0.027040124,0.9181368,0.009960607,0.00071118743,0.000038075286,0.000093277835,0.024287967],"genre_scores_gemma":[0.5287294,0.019450892,0.12629372,0.28234828,0.020541063,0.007933095,0.00014112335,0.00033012175,0.0142322155],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.6385631,0.31884655,0.009635427,0.008473134,0.018427894,0.006053841],"domain_scores_gemma":[0.28423223,0.6274859,0.013780793,0.01616255,0.043927122,0.014411356],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.3027229,0.0016527048,0.0022658405,0.009565469,0.027452027,0.034987923,0.0061938674,0.027019817,0.008083363],"category_scores_gemma":[0.42658478,0.0012752904,0.0019389393,0.005330453,0.16637534,0.055009175,0.022614457,0.04116006,0.0014266288],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004823037,0.00007068362,0.00024596325,0.0006370949,0.00002346999,0.00026128424,0.07277063,0.00017719685,0.000058560177,0.8750334,0.03776868,0.01290471],"study_design_scores_gemma":[0.00004759707,0.000041015588,0.00010262746,0.0021180962,0.000008785558,0.00013298662,0.047736064,0.0002561666,0.00009359713,0.8451033,0.104319826,0.00003995077],"about_ca_topic_score_codex":0.0041258135,"about_ca_topic_score_gemma":0.0023769327,"teacher_disagreement_score":0.3027229,"about_ca_system_score_codex":0.026660785,"about_ca_system_score_gemma":0.057742056,"threshold_uncertainty_score":0.8598668},"labels":[],"label_agreement":null},{"id":"W2559117819","doi":"10.15353/joci.v12i3.3277","title":"Data literacy conceptions, community capabilities","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Educational Assessment and Improvement","field":"Decision Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Focus (optics); Inclusion (mineral); Literacy; Carpentry; Set (abstract data type); Information literacy; Focus group; Sociology; Pedagogy; Computer science; Mathematics education; Psychology; Engineering; Social science","score_opus":0.28008584125468267,"score_gpt":0.46928939925924507,"score_spread":0.1892035580045624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559117819","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13721149,0.009252128,0.114491,0.042006508,0.00039551393,0.0003762309,0.00038869603,0.0001441416,0.6957343],"genre_scores_gemma":[0.96296424,0.0027967223,0.019735962,0.0015682806,0.00017123132,0.00053844805,0.00019655746,0.000031471965,0.011997061],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9928397,0.0043522143,0.00037719298,0.00069793424,0.001068663,0.00066429446],"domain_scores_gemma":[0.9903043,0.006031103,0.0007859254,0.00063635374,0.00091849384,0.0013239569],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00631892,0.00052898814,0.0002759513,0.005693279,0.0040664207,0.0104479855,0.0012629835,0.0023412872,0.003624691],"category_scores_gemma":[0.012649974,0.00026900682,0.00036117368,0.0036458257,0.028095309,0.014775582,0.008995226,0.0032377879,0.0003584247],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000031816808,0.000016782045,0.000529114,0.000040595267,0.0000018582949,0.000067945904,0.009847368,0.00016020604,0.00004553431,0.98344755,0.0008428353,0.004996971],"study_design_scores_gemma":[0.0000087864755,0.000025919982,0.00084499846,0.00033755758,0.000005248426,0.0003829518,0.022126924,0.00094196165,0.00019983915,0.8828345,0.09227051,0.000020793434],"about_ca_topic_score_codex":0.005040361,"about_ca_topic_score_gemma":0.0026682,"teacher_disagreement_score":0.0104479855,"about_ca_system_score_codex":0.0037781133,"about_ca_system_score_gemma":0.004215446,"threshold_uncertainty_score":0.03341806},"labels":[],"label_agreement":null},{"id":"W2559519262","doi":"10.15353/joci.v12i3.3275","title":"Creating an Understanding of Data Literacy for a Data-driven Society","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":319,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Literacy; Information literacy; Critical literacy; Foundation (evidence); Computer science; Data science; Sociology; Mathematics education; Engineering ethics; Political science; Pedagogy; Psychology; Engineering","score_opus":0.689287066960147,"score_gpt":0.5287390662463747,"score_spread":0.1605480007137723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559519262","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058721244,0.0059985663,0.5128093,0.27052218,0.0007478716,0.00030958044,0.0002718209,0.0003861159,0.15023346],"genre_scores_gemma":[0.70380074,0.008234236,0.26141405,0.015373262,0.0006398928,0.00065922283,0.00040223665,0.00018357205,0.0092927655],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98958886,0.006536024,0.000664682,0.0010545993,0.0014152882,0.0007405925],"domain_scores_gemma":[0.96724606,0.02350671,0.0015932785,0.003017206,0.0024865211,0.0021501866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017244887,0.0005767445,0.00079259387,0.0059070997,0.0038383552,0.016332993,0.002199055,0.005694543,0.002942032],"category_scores_gemma":[0.021675248,0.00057541736,0.0008994806,0.0033451954,0.03479346,0.029503949,0.01236542,0.011492088,0.0006724217],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004262563,0.00004115957,0.001192423,0.00010377518,0.000004982957,0.00010966802,0.026116958,0.00038042554,0.0002749872,0.95640856,0.0025254553,0.012837257],"study_design_scores_gemma":[0.0000062403965,0.000023223862,0.0011577526,0.0006872822,0.0000072105026,0.00028293263,0.019930497,0.0020377846,0.00033086428,0.8714504,0.104059555,0.000026120928],"about_ca_topic_score_codex":0.0037230877,"about_ca_topic_score_gemma":0.002727957,"teacher_disagreement_score":0.017244887,"about_ca_system_score_codex":0.004313203,"about_ca_system_score_gemma":0.01086465,"threshold_uncertainty_score":0.09120077},"labels":[],"label_agreement":null},{"id":"W2559547154","doi":"10.15353/joci.v12i3.3273","title":"Editorial: Cosmopolitanism versus Traditionalism and the need to talk about a different divide","year":2016,"lang":"en","type":"editorial","venue":"The Journal of Community Informatics","topic":"Globalization and Cultural Identity","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Cosmopolitanism; Traditionalism; Sociology; Political science; Environmental ethics; Law; Philosophy; Humanities","score_opus":0.025180798438672335,"score_gpt":0.32285593415037706,"score_spread":0.29767513571170473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559547154","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000029648472,0.0012749023,0.000067360364,0.026854914,0.9707891,0.000024127954,0.000031044026,0.00003317882,0.00089576235],"genre_scores_gemma":[0.00030073978,0.0012787883,0.00007480216,0.024386372,0.9680971,0.00003475795,0.000023990753,0.000038152302,0.0057652947],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98900664,0.0019599274,0.001405913,0.0014216283,0.005212955,0.0009928796],"domain_scores_gemma":[0.96147984,0.014606917,0.0031788284,0.0011297878,0.013630363,0.0059742234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01232866,0.0045537786,0.0056220777,0.005775338,0.0072232652,0.013801821,0.0048953746,0.028291421,0.022866229],"category_scores_gemma":[0.04361828,0.001604329,0.0047683856,0.002541788,0.00499888,0.005769752,0.0029378932,0.02427987,0.014420861],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003943792,0.000021093116,0.000036464688,0.00012939313,0.000018120356,0.000104844425,0.000015607204,0.000015284199,0.0000458367,0.00019469926,0.9969336,0.002445658],"study_design_scores_gemma":[0.0001751172,0.00006051513,0.00065878045,0.0010534,0.00012127666,0.00040033457,0.00013908031,0.00029253677,0.00013531168,0.002202427,0.9947162,0.000044922544],"about_ca_topic_score_codex":0.0027148772,"about_ca_topic_score_gemma":0.00891432,"teacher_disagreement_score":0.028291421,"about_ca_system_score_codex":0.0045944564,"about_ca_system_score_gemma":0.006588867,"threshold_uncertainty_score":0.07649511},"labels":[],"label_agreement":null},{"id":"W2559598841","doi":"10.15353/joci.v12i3.3283","title":"Granny gets smarter but Junior hardly notices","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; Snapshot (computer storage); Computer science; Phone; Cognition; Multimedia; Psychology; Human–computer interaction; Applied psychology; Telecommunications","score_opus":0.03061961574746974,"score_gpt":0.29241823179132315,"score_spread":0.2617986160438534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559598841","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16533357,0.00384108,0.0032920926,0.110858425,0.017508823,0.00016491981,0.0016236802,0.007048958,0.6903284],"genre_scores_gemma":[0.10411299,0.0012365492,0.0022374063,0.02064305,0.00069135876,0.00003797856,0.00056203885,0.0012266209,0.8692519],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99892706,0.00016740973,0.00004338799,0.0001753897,0.00047571494,0.00021105818],"domain_scores_gemma":[0.9974595,0.00009239888,0.00015087852,0.00018956054,0.00050621695,0.0016015143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011072382,0.000660108,0.00078529766,0.00082806067,0.0053561,0.0033647572,0.0008453594,0.002055574,0.18564768],"category_scores_gemma":[0.0035827481,0.00036130182,0.0005901333,0.00043807083,0.0014182964,0.005657397,0.0040122783,0.0033738762,0.102173455],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028999808,0.00026897024,0.018005604,0.00023266947,0.000035184567,0.001827552,0.012136296,0.00005456939,0.00447523,0.003676649,0.763422,0.19557507],"study_design_scores_gemma":[0.000014921516,0.0001401337,0.00954074,0.000090090696,0.000013681082,0.0013139045,0.016533831,0.000044050852,0.0003510468,0.0008958047,0.9710104,0.000051311526],"about_ca_topic_score_codex":0.008337544,"about_ca_topic_score_gemma":0.02385407,"teacher_disagreement_score":0.18564768,"about_ca_system_score_codex":0.00091488304,"about_ca_system_score_gemma":0.0009825344,"threshold_uncertainty_score":0.62105334},"labels":[],"label_agreement":null},{"id":"W2607819428","doi":"10.15353/joci.v13i1.3290","title":"Agency and technology","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Business; Sociology; Social science","score_opus":0.056675357658995076,"score_gpt":0.37998747215350664,"score_spread":0.3233121144945116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607819428","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024223522,0.00434898,0.000062169005,0.03714765,0.95629543,0.000011705198,0.00004010168,0.000025727097,0.002044119],"genre_scores_gemma":[0.0005154878,0.004265429,0.000082963044,0.015808292,0.96555173,0.000022345668,0.000050372113,0.00003832788,0.01366521],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99432474,0.0010398725,0.00058796414,0.00073828636,0.0028401911,0.0004689921],"domain_scores_gemma":[0.9694863,0.015226325,0.0012147272,0.0013533678,0.009919328,0.002799989],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0069869296,0.0032478615,0.0034583136,0.0041644997,0.004844136,0.011233629,0.003925133,0.013157535,0.031549178],"category_scores_gemma":[0.032556865,0.0010836228,0.0030791308,0.0019652834,0.004007295,0.00642276,0.002412354,0.019875916,0.0155105265],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001161981,0.000007104226,0.000013330679,0.000063112675,0.000005774384,0.000019443009,0.000007705882,0.000009653909,0.000012100068,0.0005287862,0.99674904,0.0025723204],"study_design_scores_gemma":[0.00002390688,0.000018891746,0.00025939278,0.00033241388,0.000020794818,0.000068204004,0.00006165839,0.0000755886,0.00005902103,0.002214788,0.99685293,0.000012371574],"about_ca_topic_score_codex":0.002602648,"about_ca_topic_score_gemma":0.0061098095,"teacher_disagreement_score":0.9951559,"about_ca_system_score_codex":0.0035347254,"about_ca_system_score_gemma":0.005010094,"threshold_uncertainty_score":0.10554254},"labels":[],"label_agreement":null},{"id":"W2608449778","doi":"10.15353/joci.v13i1.3298","title":"Scholarly Impact: a Bibliometric and Altmetric study of the Journal of Community Informatics","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Capital and Networks","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Altmetrics; Citation; Bibliometrics; Computer science; Audience measurement; Informatics; Data science; Citation analysis; Citation impact; Library science; Political science","score_opus":0.09721445802981024,"score_gpt":0.38118873766428174,"score_spread":0.2839742796344715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608449778","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"evaluation","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"evaluation","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92134535,0.005260893,0.011585063,0.0025856749,0.0003251923,0.00032955268,0.0045477333,0.00025733528,0.053763248],"genre_scores_gemma":[0.9856308,0.0016943332,0.007490381,0.00010146859,0.00054693094,0.00015376265,0.0022657486,0.00006510564,0.002051519],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9870963,0.003253096,0.001148485,0.00045010503,0.007625964,0.00042612286],"domain_scores_gemma":[0.91236365,0.037399,0.018265909,0.0036164743,0.025825214,0.0025297948],"candidate_categories":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.010898266,0.0003792994,0.0007259757,0.058576718,0.00199121,0.0052735168,0.00070057326,0.0006443635,0.0022052955],"category_scores_gemma":[0.07576926,0.00018219749,0.00059755717,0.105243064,0.0011399997,0.006671885,0.002531476,0.0006707208,0.00074442505],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028120534,0.0006365667,0.6627978,0.0012885942,0.00051763863,0.00033831704,0.008654666,0.0027881365,0.00327068,0.026566502,0.010014387,0.2828454],"study_design_scores_gemma":[0.000033295695,0.00078262726,0.90295273,0.0004218516,0.00023521869,0.0009618506,0.011720857,0.017741898,0.004100785,0.014870534,0.04603556,0.00014273444],"about_ca_topic_score_codex":0.0025463195,"about_ca_topic_score_gemma":0.003529526,"teacher_disagreement_score":0.9891017,"about_ca_system_score_codex":0.0023546482,"about_ca_system_score_gemma":0.0024104696,"threshold_uncertainty_score":0.0576362},"labels":[],"label_agreement":null},{"id":"W2608865869","doi":"10.15353/joci.v13i1.3296","title":"Collective Digital Storytelling in Community-based co-design projects. An Emergent Approach","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Digital Storytelling and Education","field":"Health Professions","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Grassroots; Sociology; Humanities; Storytelling; Library science; Narrative; Political science; Computer science; Art","score_opus":0.23542179680107114,"score_gpt":0.42151929261145626,"score_spread":0.18609749581038512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2608865869","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4591302,0.0021137383,0.41860062,0.005454713,0.00023924046,0.0013938725,0.0002534501,0.00050548353,0.11230882],"genre_scores_gemma":[0.9021811,0.0004913315,0.085645124,0.00020401872,0.000037346297,0.0010773181,0.000110906665,0.00012368652,0.010129147],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98140955,0.01580536,0.0003077101,0.0009759726,0.00105809,0.00044333504],"domain_scores_gemma":[0.9683783,0.02528099,0.001447867,0.002887428,0.00094409275,0.0010614102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013703849,0.0008597772,0.00040971156,0.0029009033,0.005031986,0.01004321,0.0022734087,0.0023343796,0.0056013474],"category_scores_gemma":[0.024723902,0.00066044624,0.00055057724,0.001659748,0.016152237,0.009672098,0.011039899,0.0018256718,0.00055178924],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016198576,0.0001759117,0.005189576,0.00094611646,0.000041566087,0.0012656798,0.69536996,0.004311823,0.0038535842,0.19741625,0.0018688017,0.089398764],"study_design_scores_gemma":[0.0001315135,0.00039028123,0.0059537636,0.0012008068,0.00007774303,0.0025468785,0.47811493,0.021422386,0.00823138,0.19440663,0.28738257,0.0001410642],"about_ca_topic_score_codex":0.0011392283,"about_ca_topic_score_gemma":0.0023966432,"teacher_disagreement_score":0.013703849,"about_ca_system_score_codex":0.0039395797,"about_ca_system_score_gemma":0.0020547847,"threshold_uncertainty_score":0.072473764},"labels":[],"label_agreement":null},{"id":"W2609012786","doi":"10.15353/joci.v13i1.3300","title":"Developing Social Alongside Technical Infrastructure: A Case Study Applying ICTD Tenets to Marginalized Communities in the United States","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Agency (philosophy); Equity (law); Public relations; Psychological intervention; Sociology; Ethnography; Participatory design; Citizen journalism; Community health workers; Context (archaeology); Product (mathematics); Process (computing); Economic growth; Political science; Engineering; Social science; Computer science; Economics; Population; Health services; Medicine; Nursing; Geography; Operations management","score_opus":0.08730280733213805,"score_gpt":0.32491818279819046,"score_spread":0.2376153754660524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609012786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99089456,0.00015288372,0.0012249303,0.001141992,0.000016660646,0.0001434917,0.000013400017,0.000012000043,0.006400243],"genre_scores_gemma":[0.9970387,0.00019503834,0.001412024,0.0002449541,0.0000051541438,0.00007670147,0.00000791507,0.0000063874236,0.0010131057],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99572694,0.0029638477,0.00008355325,0.00020348266,0.00027419842,0.00074802607],"domain_scores_gemma":[0.9967194,0.0016937918,0.00023845471,0.00023788231,0.0002991069,0.0008113319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039234664,0.000494781,0.00045269416,0.0016409805,0.019319458,0.0035046607,0.0016145902,0.002206954,0.002314743],"category_scores_gemma":[0.005619535,0.00041639723,0.0003665387,0.0011791487,0.00865451,0.0025072598,0.009264099,0.0020563584,0.00015245823],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060581966,0.0009317128,0.014664466,0.0001915902,0.000020324433,0.009280487,0.9336739,0.0003173266,0.0014442705,0.0075046453,0.001027145,0.030883458],"study_design_scores_gemma":[0.00000991873,0.00025120412,0.0038132283,0.00011875678,0.000011525245,0.00085208577,0.98285866,0.00039343516,0.0003841791,0.0011078289,0.010188009,0.0000112491625],"about_ca_topic_score_codex":0.036380585,"about_ca_topic_score_gemma":0.1031797,"teacher_disagreement_score":0.036380585,"about_ca_system_score_codex":0.004533204,"about_ca_system_score_gemma":0.008626294,"threshold_uncertainty_score":0.07233769},"labels":[],"label_agreement":null},{"id":"W2609319466","doi":"10.15353/joci.v13i1.3293","title":"“Happy, just talking, talking, talking”: Community strengthening through mobile phone based peer support among refugee women","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Refugee; Phone; Mobile phone; Agency (philosophy); Social capital; Context (archaeology); Peer support; Intervention (counseling); Business; Public relations; Psychology; Sociology; Political science; Engineering; Geography","score_opus":0.04974466592461581,"score_gpt":0.3585573878238936,"score_spread":0.30881272189927783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609319466","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956749,0.00040930876,0.00015960501,0.001400704,0.000059029535,0.0001803467,0.000017170418,0.000009969608,0.002088993],"genre_scores_gemma":[0.99624085,0.0008910545,0.000867526,0.0005410295,0.00004376147,0.0003480373,0.000022130816,0.0000046039563,0.0010410803],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99900144,0.0006444961,0.00003425187,0.00005573483,0.00005527795,0.0002087587],"domain_scores_gemma":[0.9992186,0.0001583846,0.0000913688,0.000031527074,0.00006732218,0.00043278496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016816652,0.0003487457,0.0003247481,0.00034414855,0.0024614797,0.0009278414,0.0006468832,0.0005868515,0.0034528738],"category_scores_gemma":[0.0034480712,0.0002054901,0.00022586231,0.0002122323,0.0010068576,0.0008594921,0.00363456,0.0007974846,0.00030219796],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079354085,0.0055408305,0.07331446,0.002574898,0.00017548924,0.0040584467,0.46190155,0.00017620213,0.011379501,0.0011745873,0.010790982,0.42811945],"study_design_scores_gemma":[0.0003726,0.00790365,0.14221813,0.0017348593,0.00023163013,0.002011339,0.8108009,0.00031152388,0.0014443317,0.0008533513,0.032033063,0.00008455867],"about_ca_topic_score_codex":0.0027510172,"about_ca_topic_score_gemma":0.007714346,"teacher_disagreement_score":0.0034528738,"about_ca_system_score_codex":0.00042192673,"about_ca_system_score_gemma":0.001646258,"threshold_uncertainty_score":0.011550963},"labels":[],"label_agreement":null},{"id":"W2609825395","doi":"10.15353/joci.v13i1.3291","title":"Expert yet vulnerable: Understanding the needs of transit dependent riders to inform policy and design","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Agency (philosophy); Public relations; Sociology; Public transport; Reciprocity (cultural anthropology); Work (physics); Knowledge management; Business; Qualitative research; Computer science; Political science; Transport engineering; Engineering","score_opus":0.1630710689522066,"score_gpt":0.39803345294531667,"score_spread":0.23496238399311006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2609825395","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81311923,0.0020060248,0.031599797,0.067482814,0.00016644644,0.0004471511,0.00011175474,0.00010598753,0.0849607],"genre_scores_gemma":[0.98935926,0.00088075805,0.005316402,0.0015947989,0.00001704659,0.00016256348,0.000032898675,0.00001898477,0.0026172213],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9919293,0.006034633,0.0002089243,0.000365508,0.00049736374,0.0009642917],"domain_scores_gemma":[0.9898164,0.006449088,0.00072386366,0.000593674,0.0011074507,0.0013094334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011892396,0.00053796766,0.000491806,0.002788087,0.010045709,0.006981023,0.0020719622,0.0033275713,0.0062103053],"category_scores_gemma":[0.022701366,0.0005517072,0.00047875065,0.0013180621,0.012943725,0.013010714,0.011373878,0.0028522264,0.000658796],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017286548,0.00006715141,0.007292774,0.00021885143,0.000013141008,0.00084620365,0.9462394,0.00017233603,0.000694712,0.02155775,0.002286883,0.020593477],"study_design_scores_gemma":[0.0000050012036,0.000038267037,0.0023080125,0.0002564884,0.000014556492,0.00029793265,0.9540699,0.00040111467,0.00021141744,0.0150277,0.027354173,0.000015481479],"about_ca_topic_score_codex":0.013561512,"about_ca_topic_score_gemma":0.018919926,"teacher_disagreement_score":0.013561512,"about_ca_system_score_codex":0.004561281,"about_ca_system_score_gemma":0.009134058,"threshold_uncertainty_score":0.06289375},"labels":[],"label_agreement":null},{"id":"W2610558435","doi":"10.15353/joci.v13i1.3294","title":"Non-Standard Typography Use Over Time: Signs of a Lack of Literacy or Symbolic Capital?","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Digital Communication and Language","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Typography; Literacy; Capital (architecture); Sociology; Psychology; Visual arts; Art; Pedagogy","score_opus":0.05436320653134633,"score_gpt":0.33445418015106904,"score_spread":0.2800909736197227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610558435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99794394,0.00010377616,0.0002625861,0.00022926705,0.000005417125,0.00001213798,0.000089700356,0.0000048997504,0.0013481732],"genre_scores_gemma":[0.9994368,0.000057493555,0.00014932973,0.000021713438,0.000006490189,0.000016174097,0.00006917799,0.0000023920675,0.00024046405],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997373,0.00081519457,0.00037640636,0.00043201234,0.00064697064,0.00035647122],"domain_scores_gemma":[0.9439269,0.021679394,0.023620224,0.005030043,0.003299209,0.00244425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042250524,0.00021690941,0.0004262997,0.0022048939,0.0011638469,0.0029316943,0.0009175613,0.00077614165,0.003221553],"category_scores_gemma":[0.028311418,0.00026685925,0.0003912031,0.002386504,0.002857962,0.0032859927,0.0029948244,0.0012122501,0.0003385544],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001888806,0.00013420671,0.910169,0.000117404416,0.000049415317,0.00029105853,0.06639157,0.000044843357,0.0011195013,0.0005428573,0.00019617824,0.020755194],"study_design_scores_gemma":[0.0000023415153,0.00011270319,0.95857996,0.000055757337,0.0000115414105,0.0002474192,0.03931733,0.00011679813,0.00027493972,0.00039886238,0.0008670004,0.000015275222],"about_ca_topic_score_codex":0.00557737,"about_ca_topic_score_gemma":0.007418486,"teacher_disagreement_score":0.00557737,"about_ca_system_score_codex":0.0009211519,"about_ca_system_score_gemma":0.0009213024,"threshold_uncertainty_score":0.02234447},"labels":[],"label_agreement":null},{"id":"W2610697354","doi":"10.15353/joci.v13i1.3295","title":"The Geoweb for community-based organizations: Tool development, implementation, and sustainability in an era of Google Maps","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; University of Waterloo","funders":"","keywords":"Geospatial analysis; Sustainability; Frame (networking); Computer science; Set (abstract data type); Key (lock); Resource (disambiguation); Process management; Data science; World Wide Web; Business; Geography; Remote sensing; Computer security; Telecommunications","score_opus":0.0430001320828807,"score_gpt":0.37034261641699295,"score_spread":0.3273424843341123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610697354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7568019,0.006647755,0.017011136,0.05629288,0.00017394136,0.00073602045,0.0008416527,0.0011531236,0.1603416],"genre_scores_gemma":[0.96944517,0.0023840123,0.019500196,0.00054445566,0.000043695476,0.00019427981,0.0002718243,0.00015380485,0.007462615],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9911499,0.004370306,0.0001810634,0.00030487112,0.002834713,0.0011592202],"domain_scores_gemma":[0.9787339,0.01110364,0.0012096777,0.0012483271,0.0046878117,0.0030166404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015980734,0.00035846635,0.00023799897,0.003343768,0.0057859183,0.009448399,0.0015736348,0.0010327233,0.0038149378],"category_scores_gemma":[0.024989396,0.00023541556,0.00019845611,0.00556729,0.006390721,0.0055211633,0.00561134,0.0009807816,0.00043447744],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002011068,0.00043662815,0.0762298,0.0009923646,0.0000457662,0.0007638612,0.074745126,0.0018395821,0.001873227,0.07805202,0.03161672,0.7332037],"study_design_scores_gemma":[0.00008482831,0.00043469886,0.1552477,0.002377015,0.00008470793,0.00056124234,0.21865714,0.0048846127,0.0030721813,0.031261303,0.58316445,0.00017004774],"about_ca_topic_score_codex":0.6004878,"about_ca_topic_score_gemma":0.71080357,"teacher_disagreement_score":0.6004878,"about_ca_system_score_codex":0.024927987,"about_ca_system_score_gemma":0.06325257,"threshold_uncertainty_score":0.80372995},"labels":[],"label_agreement":null},{"id":"W2611787180","doi":"10.15353/joci.v13i1.3299","title":"Community design: a collaborative approach for social integration","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Proactivity; Flexibility (engineering); Action research; Knowledge management; Relevance (law); Set (abstract data type); Local community; Process management; Public relations; Action (physics); Business; Computer science; Political science; Sociology; Psychology; Management; Pedagogy","score_opus":0.12186773328707201,"score_gpt":0.31579095347299196,"score_spread":0.19392322018591995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611787180","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029899644,0.0012092697,0.8226942,0.008421173,0.000401796,0.00340972,0.00007775083,0.00063037453,0.133256],"genre_scores_gemma":[0.40083164,0.00065818324,0.57377476,0.0007837848,0.00010019604,0.003536724,0.00010248528,0.00024599998,0.019966194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9543855,0.039160248,0.0006803533,0.0022564377,0.0023986483,0.0011187117],"domain_scores_gemma":[0.979906,0.011810596,0.00090451585,0.0036932463,0.0014265128,0.0022590684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027998434,0.00130885,0.00078917114,0.006019181,0.01481184,0.012839943,0.004661309,0.0037195042,0.011003888],"category_scores_gemma":[0.023025675,0.0009154301,0.001210514,0.0030259457,0.024444861,0.009547357,0.02277003,0.002711783,0.0013503998],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011668616,0.00058383384,0.004365634,0.0013877569,0.00013311753,0.0016429388,0.2413495,0.004053924,0.0029978622,0.5283081,0.008919119,0.20614158],"study_design_scores_gemma":[0.0002062377,0.00050516916,0.0018952428,0.0013922704,0.0001213899,0.0017052508,0.10918908,0.010994635,0.0019542633,0.36257777,0.5093266,0.0001320693],"about_ca_topic_score_codex":0.005232469,"about_ca_topic_score_gemma":0.0099071665,"teacher_disagreement_score":0.027998434,"about_ca_system_score_codex":0.005857678,"about_ca_system_score_gemma":0.012514637,"threshold_uncertainty_score":0.14807165},"labels":[],"label_agreement":null},{"id":"W2626619388","doi":"10.15353/joci.v13i1.3292","title":"MobiSAM: Reflections from a four year case study using technology to increase public participation in local government in South Africa","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"National Research Foundation; Ford Foundation","keywords":"Software deployment; Government (linguistics); Psychological intervention; Politics; Local government; Public relations; Order (exchange); Field (mathematics); Political science; Public administration; Engineering; Business; Psychology","score_opus":0.14866338103799698,"score_gpt":0.358622311747536,"score_spread":0.20995893070953903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626619388","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98643535,0.00021488123,0.0008909778,0.0051050843,0.00006304196,0.00019614575,0.000055259006,0.000035679397,0.0070035574],"genre_scores_gemma":[0.989569,0.0005759122,0.0011184228,0.0009378664,0.000056703702,0.00027042226,0.0000572535,0.00006605542,0.007348348],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9813362,0.013193204,0.00037793195,0.0007502464,0.0011392151,0.0032032116],"domain_scores_gemma":[0.97338957,0.017492801,0.0021620388,0.0009854708,0.001732667,0.0042374446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.014452667,0.001365318,0.0010475771,0.0027159925,0.025657635,0.007229111,0.0037700026,0.005585328,0.0042948383],"category_scores_gemma":[0.034312967,0.0012588984,0.0005514648,0.0022145093,0.014790431,0.005439812,0.012141461,0.0064681484,0.0008310209],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047832033,0.000250214,0.0025185586,0.00012708886,0.000008653926,0.0031645675,0.98434806,0.000083090395,0.0005653079,0.0009852209,0.001182772,0.0067186514],"study_design_scores_gemma":[0.000006410551,0.00014950712,0.0021316144,0.000083396284,0.000005601624,0.0003241866,0.98721737,0.000057042587,0.0002135128,0.0001679473,0.009627605,0.00001586212],"about_ca_topic_score_codex":0.03359981,"about_ca_topic_score_gemma":0.071247645,"teacher_disagreement_score":0.03359981,"about_ca_system_score_codex":0.009697965,"about_ca_system_score_gemma":0.007550292,"threshold_uncertainty_score":0.0764339},"labels":[],"label_agreement":null},{"id":"W2756651861","doi":"10.15353/joci.v13i2.3308","title":"Platform communities: a new frontier for Community Informatics?","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Frontier; Informatics; Data science; Library science; Sociology; Political science; Regional science; Computer science; World Wide Web; Geography; Archaeology","score_opus":0.05025467438980999,"score_gpt":0.2896738161504835,"score_spread":0.2394191417606735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756651861","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000522456,0.003459051,0.00018111448,0.08450227,0.91103107,0.00001862217,0.000026990288,0.000042701195,0.00068599684],"genre_scores_gemma":[0.0006144873,0.0029345562,0.00016561913,0.03987043,0.95214707,0.000030149748,0.000020026186,0.000025072513,0.004192546],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99346006,0.0009653884,0.00081375916,0.00086097274,0.0032281154,0.0006716565],"domain_scores_gemma":[0.9648109,0.013386406,0.0018315082,0.0011688431,0.013237019,0.005565342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01043514,0.0026455163,0.00302424,0.0029023008,0.004874356,0.010366767,0.0038453084,0.025104405,0.0072714193],"category_scores_gemma":[0.029116321,0.0012181891,0.003096074,0.0013035932,0.005285346,0.0071425117,0.002756174,0.03381213,0.0058817347],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022930235,0.000015023194,0.000040186245,0.0001292798,0.000016168027,0.00008670963,0.000022024635,0.000015626296,0.000053381445,0.0007224876,0.9941651,0.0047110985],"study_design_scores_gemma":[0.000046587968,0.00004062971,0.0005351751,0.000530429,0.00005523016,0.00024344766,0.00013129246,0.00021497298,0.00014468683,0.002991335,0.9950329,0.000033239114],"about_ca_topic_score_codex":0.0021064458,"about_ca_topic_score_gemma":0.0054391334,"teacher_disagreement_score":0.025104405,"about_ca_system_score_codex":0.002853591,"about_ca_system_score_gemma":0.004697717,"threshold_uncertainty_score":0.055186927},"labels":[],"label_agreement":null},{"id":"W2757098614","doi":"10.15353/joci.v13i2.3310","title":"Contested histories, participatory movements and the making of memories in Bangladesh","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Southeast Asian Sociopolitical Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Citizen journalism; Movement (music); History; Political science; Media studies; Gender studies; Sociology; Art; Aesthetics; Medicine; Law","score_opus":0.10767804795258307,"score_gpt":0.37191124228753975,"score_spread":0.2642331943349567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2757098614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65922606,0.0046725483,0.002193267,0.017082136,0.00014724272,0.00011168536,0.00023607585,0.000026087653,0.3163049],"genre_scores_gemma":[0.99221295,0.00076109153,0.00016888202,0.00013014286,0.000017150871,0.00003088653,0.000020234529,0.000009651048,0.0066489684],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9963735,0.0024450303,0.00013484465,0.00024977807,0.00029170865,0.0005052156],"domain_scores_gemma":[0.99489766,0.0031651354,0.0007509526,0.00041122126,0.00026581503,0.0005091956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005264439,0.00048175166,0.0003957719,0.0017069044,0.012209897,0.007237569,0.0011023753,0.0021126685,0.010769556],"category_scores_gemma":[0.010159841,0.00039445134,0.000120747245,0.0027480219,0.03304989,0.006416567,0.008661999,0.0021119376,0.0007147449],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008209958,0.000012884403,0.0025638242,0.00011698186,0.000008329807,0.0007392117,0.808152,0.00013332306,0.0005510205,0.17230022,0.0016749367,0.013665254],"study_design_scores_gemma":[0.000016259064,0.000042988308,0.0051732804,0.00028340644,0.000008268778,0.0004141104,0.831097,0.000096489304,0.00031875304,0.04703926,0.11546976,0.00004042539],"about_ca_topic_score_codex":0.013949741,"about_ca_topic_score_gemma":0.03226666,"teacher_disagreement_score":0.013949741,"about_ca_system_score_codex":0.006756624,"about_ca_system_score_gemma":0.0031702332,"threshold_uncertainty_score":0.049022913},"labels":[],"label_agreement":null},{"id":"W2759896704","doi":"10.15353/joci.v13i2.3312","title":"CommunitySensor: towards a participatory community network mapping methodology","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Immunization Research Network","keywords":"Sensemaking; Citizen journalism; Stakeholder; Computer science; Work (physics); Knowledge management; Collaborative network; Community network; Data science; Process management; World Wide Web; Public relations; Political science; Business; Engineering","score_opus":0.2220153196495667,"score_gpt":0.3636644930469857,"score_spread":0.14164917339741903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759896704","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023748088,0.000063964006,0.99005365,0.00086330826,0.000043480773,0.0005828536,0.00020677963,0.0003827898,0.0054283678],"genre_scores_gemma":[0.04377212,0.000109431996,0.95133686,0.00019436753,0.00002066893,0.0015356241,0.00042341795,0.00017407979,0.0024333706],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9765037,0.01544427,0.0009461893,0.002570266,0.0039552464,0.00058036594],"domain_scores_gemma":[0.9790918,0.0112890955,0.0015280192,0.0036227293,0.0033217857,0.0011465264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.025100008,0.0010522642,0.00074879074,0.0054966724,0.0036438883,0.0073017203,0.0038852256,0.0022696403,0.0056307213],"category_scores_gemma":[0.02798157,0.0010496111,0.0017038041,0.0052361563,0.0052675568,0.010317542,0.0127883265,0.0027227222,0.0014383388],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000076704055,0.00021133311,0.0044985125,0.0011022333,0.00012870478,0.0004889228,0.02532478,0.017908378,0.0033832558,0.73829484,0.011225927,0.19735648],"study_design_scores_gemma":[0.000066208144,0.000102097874,0.0011034197,0.0006682059,0.000059366324,0.0005290329,0.013111246,0.09116812,0.003943278,0.6919142,0.19723384,0.000100897996],"about_ca_topic_score_codex":0.0037091554,"about_ca_topic_score_gemma":0.0073285657,"teacher_disagreement_score":0.025100008,"about_ca_system_score_codex":0.002752932,"about_ca_system_score_gemma":0.010034187,"threshold_uncertainty_score":0.13274312},"labels":[],"label_agreement":null},{"id":"W2759900810","doi":"10.15353/joci.v13i2.3313","title":"A sustainability framework for mobile technology integration in schools: The case of resource-constrained environments in South Africa","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Mobile Learning in Education","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Mobile technology; Resource (disambiguation); Technology integration; Knowledge management; Sustainable development; Mobile device; Educational technology; Computer science; Political science; Sociology; Pedagogy; World Wide Web","score_opus":0.022017962282037434,"score_gpt":0.30347051133120573,"score_spread":0.2814525490491683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2759900810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6206559,0.004388947,0.09125315,0.020112365,0.00012152035,0.001005492,0.00015030825,0.000080471786,0.26223195],"genre_scores_gemma":[0.98216355,0.00086169934,0.012464981,0.00015154414,0.000008609083,0.00017428056,0.000017841361,0.000009534967,0.004147847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9963928,0.0021904723,0.00015490763,0.00023001863,0.000377562,0.00065421994],"domain_scores_gemma":[0.9982792,0.00093054364,0.00024770826,0.000086163214,0.00023464001,0.00022159914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035549223,0.00063131505,0.00041698592,0.0028465525,0.008261528,0.009397174,0.001242454,0.0029535312,0.0029724226],"category_scores_gemma":[0.003150918,0.00044351493,0.0005522994,0.0028845174,0.011297481,0.006900857,0.0076880474,0.0017197939,0.00022075049],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003163783,0.000110023306,0.008348711,0.00037492765,0.000015179327,0.008084086,0.12592347,0.0072328146,0.0012069893,0.82389444,0.00093499746,0.02384281],"study_design_scores_gemma":[0.000046445748,0.00016880088,0.012080266,0.0016775078,0.00006366461,0.0030230912,0.5202859,0.014982207,0.0016706005,0.24103141,0.20487468,0.00009541507],"about_ca_topic_score_codex":0.02180301,"about_ca_topic_score_gemma":0.03012523,"teacher_disagreement_score":0.02180301,"about_ca_system_score_codex":0.009487362,"about_ca_system_score_gemma":0.009306833,"threshold_uncertainty_score":0.068835914},"labels":[],"label_agreement":null},{"id":"W2760154568","doi":"10.15353/joci.v13i2.3314","title":"PIE News. A public design project toward commonfare","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Horizon 2020 Framework Programme","keywords":"Grassroots; Public relations; Democracy; Population; Political science; Corporate governance; Government (linguistics); Public administration; Sociology; Economics; Management; Politics","score_opus":0.1267656300423462,"score_gpt":0.2831145184326928,"score_spread":0.1563488883903466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760154568","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.120787315,0.00080686144,0.27521867,0.011715213,0.0021124615,0.007606152,0.0035800315,0.0076413415,0.57053196],"genre_scores_gemma":[0.41508916,0.00064865063,0.3447815,0.0019290857,0.00029082192,0.010587033,0.003580169,0.0025030093,0.2205906],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947413,0.0030964043,0.000092157105,0.0004291063,0.0011516085,0.00048948865],"domain_scores_gemma":[0.995433,0.0013764919,0.00024619675,0.00092033733,0.0007676166,0.0012563275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01040851,0.00084821094,0.00020672797,0.0010283648,0.0027557164,0.0058558206,0.0017525135,0.0015950478,0.033657964],"category_scores_gemma":[0.008014473,0.0006132915,0.0005773704,0.00069015496,0.003315683,0.005374523,0.0060367715,0.00174484,0.0044663865],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014007604,0.0029175258,0.0052990834,0.0015884156,0.00005682707,0.0011814723,0.030674264,0.005613206,0.016331695,0.31564736,0.23307154,0.38621798],"study_design_scores_gemma":[0.00021604414,0.0006880151,0.0015548044,0.00020163566,0.000024204113,0.00027458667,0.006015649,0.0029414988,0.0036731022,0.02037155,0.9640105,0.000028346094],"about_ca_topic_score_codex":0.001509918,"about_ca_topic_score_gemma":0.0024034576,"teacher_disagreement_score":0.033657964,"about_ca_system_score_codex":0.0019655556,"about_ca_system_score_gemma":0.0036490075,"threshold_uncertainty_score":0.11259711},"labels":[],"label_agreement":null},{"id":"W2760210091","doi":"10.15353/joci.v13i2.3311","title":"Critical Incidents Analysis: mismatching expectations and reconciling visions in intercultural encounters","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Vision; Context (archaeology); Compromise; Public relations; Informatics; Critical Incident Technique; Field (mathematics); Sociology; Knowledge management; Psychology; Political science; Computer science; Business; Social science; Marketing","score_opus":0.04660907459991142,"score_gpt":0.3220289982885417,"score_spread":0.2754199236886303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2760210091","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61955506,0.0021276558,0.29844785,0.020179024,0.0007475943,0.001762244,0.00037967836,0.00063859654,0.056162376],"genre_scores_gemma":[0.94412214,0.00053435995,0.050765242,0.00086703873,0.00006464476,0.0005506699,0.00016134264,0.00015405938,0.0027806468],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9359801,0.04586801,0.0031557828,0.0033098161,0.009003617,0.0026827452],"domain_scores_gemma":[0.8832393,0.08101416,0.012900103,0.0064754942,0.013445005,0.0029259003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.040964544,0.001607016,0.00082913914,0.00989584,0.012208167,0.019096347,0.0038131173,0.0041700066,0.002798496],"category_scores_gemma":[0.11411275,0.0011231852,0.001134739,0.005291301,0.020259177,0.019833323,0.014740527,0.0053145387,0.0004743571],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011737921,0.00006871598,0.0070904805,0.00038286697,0.00004472769,0.0015645325,0.9122345,0.00075970934,0.0012069822,0.043653492,0.0024184578,0.030458188],"study_design_scores_gemma":[0.000015951586,0.00005861182,0.0037553369,0.000708862,0.000035513644,0.0008854304,0.90735465,0.004141042,0.0018550244,0.055555217,0.025496043,0.00013832127],"about_ca_topic_score_codex":0.009586743,"about_ca_topic_score_gemma":0.007830987,"teacher_disagreement_score":0.040964544,"about_ca_system_score_codex":0.010326076,"about_ca_system_score_gemma":0.009558817,"threshold_uncertainty_score":0.21664381},"labels":[],"label_agreement":null},{"id":"W2780184786","doi":"10.15353/joci.v14i1.3407","title":"Margin to Margin: Arts-Based Research for Digital Outreach to Marginalised Communities","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Outreach; Exhibition; Context (archaeology); Margin (machine learning); Empowerment; The arts; Situated; Inclusion (mineral); Visual arts; Sociology; Mediation; Geography; Political science; Social science; Archaeology; Art; Computer science","score_opus":0.35910550768660604,"score_gpt":0.44506865914146515,"score_spread":0.08596315145485911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2780184786","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26130491,0.015655028,0.0690963,0.06925986,0.0020489495,0.008248039,0.001818221,0.0015187691,0.5710499],"genre_scores_gemma":[0.86583465,0.005165622,0.07673591,0.0052732374,0.00033881675,0.010208306,0.0006018927,0.00045488155,0.03538658],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9843178,0.012702564,0.00028472775,0.0006588218,0.0009548403,0.0010813083],"domain_scores_gemma":[0.9842131,0.007881882,0.00067483395,0.0026335611,0.0009338179,0.0036627296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019726038,0.0004370046,0.0006270871,0.002403421,0.010416623,0.011891729,0.0030001355,0.0025497044,0.029206337],"category_scores_gemma":[0.020773536,0.00037269614,0.0006516175,0.0027197963,0.009810934,0.009316247,0.02935196,0.0028357746,0.003242206],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004885547,0.0009447588,0.0062338626,0.004053061,0.00005853855,0.0015006991,0.38262486,0.0006105016,0.0039125793,0.24196279,0.043934803,0.31367502],"study_design_scores_gemma":[0.00014584162,0.00045347196,0.0070495624,0.0031876725,0.000041468997,0.000560826,0.37328115,0.0006330152,0.0013838637,0.08690428,0.5263198,0.00003905465],"about_ca_topic_score_codex":0.0023378925,"about_ca_topic_score_gemma":0.006375914,"teacher_disagreement_score":0.029206337,"about_ca_system_score_codex":0.0048482246,"about_ca_system_score_gemma":0.017626256,"threshold_uncertainty_score":0.10432249},"labels":[],"label_agreement":null},{"id":"W2785422482","doi":"10.15353/joci.v13i3.3364","title":"Mobilities of the Community Health Work Practice: Mobile Health system Mediated Work","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobilities; Normative; Work (physics); Sociology; Engineering ethics; Knowledge management; mHealth; Order (exchange); Public relations; Epistemology; Political science; Computer science; Business; Social science; Health care; Engineering","score_opus":0.06608444045010972,"score_gpt":0.40591837443803375,"score_spread":0.33983393398792405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785422482","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81947416,0.0031233623,0.021228844,0.01996101,0.00013216643,0.00020900292,0.000094594725,0.000035579338,0.13574119],"genre_scores_gemma":[0.9977883,0.00030054626,0.0007169496,0.00011567902,0.000015848636,0.000038537044,0.0000069957578,0.0000039234073,0.0010133401],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9949085,0.0038715268,0.00013017474,0.00030405805,0.0004004276,0.00038522336],"domain_scores_gemma":[0.9957153,0.0029088878,0.00062000635,0.00025230768,0.00020391309,0.00029959137],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035320004,0.00035947285,0.00030259523,0.0032627177,0.0072122184,0.009333483,0.0007107831,0.0014650592,0.007019463],"category_scores_gemma":[0.0061943196,0.00035010016,0.00027053666,0.0020771765,0.018766452,0.0075075147,0.011900071,0.0013169703,0.00024633476],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009373789,0.00012244056,0.025442261,0.00043654657,0.00004831028,0.0014932269,0.5343109,0.0004565082,0.0011096862,0.39866933,0.00072641944,0.037090704],"study_design_scores_gemma":[0.00004530763,0.00015888533,0.02891965,0.0012725794,0.00008000037,0.0012825805,0.77514786,0.0024670078,0.0008964207,0.1213791,0.06828494,0.00006566133],"about_ca_topic_score_codex":0.0054953196,"about_ca_topic_score_gemma":0.0064548575,"teacher_disagreement_score":0.009333483,"about_ca_system_score_codex":0.0040254975,"about_ca_system_score_gemma":0.0041891886,"threshold_uncertainty_score":0.02920723},"labels":[],"label_agreement":null},{"id":"W2785888723","doi":"10.15353/joci.v13i3.3330","title":"Exploring capability and accountability outcomes of open development for the poor and marginalized: An analysis of select literature","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Openness to experience; Accountability; Corporate governance; Field (mathematics); Sociology; Social transformation; Political science; Social change; Public relations; Psychology; Knowledge management; Computer science; Social psychology; Management; Economics; Law","score_opus":0.1149733652478989,"score_gpt":0.3202952121144778,"score_spread":0.2053218468665789,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785888723","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.937626,0.017765006,0.0017258493,0.0063161612,0.000044008713,0.00014355563,0.00069556205,0.000010120015,0.035673596],"genre_scores_gemma":[0.99280506,0.0058310023,0.0005505778,0.00020293509,0.000020155325,0.00008244499,0.00015013783,0.000006816088,0.00035090433],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99571425,0.0018027913,0.00042878397,0.00031249458,0.0011092591,0.00063248986],"domain_scores_gemma":[0.94722515,0.038060717,0.007053788,0.0009921873,0.005415878,0.0012522367],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.01032366,0.00035103076,0.0007067446,0.023697952,0.0038032078,0.006879271,0.0008578198,0.0008896353,0.0033311476],"category_scores_gemma":[0.031591665,0.00020456054,0.0006412147,0.024484113,0.0076947697,0.008018075,0.0070416094,0.0017468226,0.000214324],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015963794,0.00022603365,0.2796399,0.0068065505,0.00026943287,0.0017159727,0.4414256,0.0006721669,0.0003894359,0.0963641,0.002845845,0.1694855],"study_design_scores_gemma":[0.0000110453275,0.00011799132,0.24759392,0.007876598,0.00019422968,0.0004991231,0.69620943,0.00057020085,0.00047244673,0.022822928,0.023583807,0.000048283637],"about_ca_topic_score_codex":0.008888839,"about_ca_topic_score_gemma":0.01590534,"teacher_disagreement_score":0.99914217,"about_ca_system_score_codex":0.005871208,"about_ca_system_score_gemma":0.0062489267,"threshold_uncertainty_score":0.054597378},"labels":[],"label_agreement":null},{"id":"W2786073554","doi":"10.15353/joci.v13i3.3329","title":"Bringing Community Back to Community Health Worker Studies: Community interactions, data collection, and health information flows","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Community health workers; Workflow; Health care; Data collection; Perspective (graphical); mHealth; Community health; Knowledge management; Resource (disambiguation); Business; Public relations; Nursing; Sociology; Medicine; Political science; Public health; Computer science; Environmental health; Engineering; Health services; Population; Psychological intervention","score_opus":0.22681875608733085,"score_gpt":0.41146274214464995,"score_spread":0.1846439860573191,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786073554","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94507045,0.004021529,0.011915984,0.0213225,0.00032618095,0.0005009453,0.0002008709,0.00006864414,0.016572878],"genre_scores_gemma":[0.99107087,0.0012268536,0.0048757233,0.0015893565,0.00007914023,0.00024497256,0.00005114904,0.00003265313,0.00082931726],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.96439016,0.031007461,0.000525198,0.0010725985,0.0013325885,0.0016720829],"domain_scores_gemma":[0.9376166,0.049860407,0.0039604483,0.002438775,0.0028509367,0.0032728356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02926116,0.0005324439,0.00055332185,0.0032873861,0.01350598,0.009694366,0.0015246941,0.0022612605,0.0030075454],"category_scores_gemma":[0.049382083,0.0007562728,0.00038776585,0.002920087,0.010940954,0.010090553,0.011421349,0.0029513722,0.0002541639],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008542058,0.0002113039,0.040291768,0.000421356,0.000049623086,0.0007651978,0.9185818,0.0000777807,0.00079984945,0.004166433,0.0017668365,0.032782633],"study_design_scores_gemma":[0.000023827306,0.00012911185,0.018972352,0.00070998905,0.00003656035,0.0002185546,0.96018934,0.00026966434,0.00039748932,0.0056515043,0.013361072,0.00004049761],"about_ca_topic_score_codex":0.019456124,"about_ca_topic_score_gemma":0.033393327,"teacher_disagreement_score":0.02926116,"about_ca_system_score_codex":0.0038912669,"about_ca_system_score_gemma":0.010793861,"threshold_uncertainty_score":0.15474963},"labels":[],"label_agreement":null},{"id":"W2786165166","doi":"10.15353/joci.v13i3.3395","title":"Empowerment of women through an innovative e-mentoring community platform: implications and lessons learned","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"United Nations Development Programme","keywords":"Empowerment; Glass ceiling; Public relations; Politics; Process (computing); Informatics; Sociology; Political science; Medical education; Medicine; Computer science","score_opus":0.15621038246283123,"score_gpt":0.43426016320030686,"score_spread":0.27804978073747566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786165166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5312729,0.009267931,0.037488747,0.2469375,0.0038602736,0.0025174425,0.00022136292,0.00044396849,0.16798997],"genre_scores_gemma":[0.8985687,0.009737047,0.04519702,0.0127231665,0.00053749466,0.0015140948,0.0001164432,0.00017829482,0.031427678],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9929738,0.0053473758,0.00013866481,0.0002255006,0.00057950994,0.0007351958],"domain_scores_gemma":[0.9915268,0.0050899913,0.0002466513,0.0003850925,0.0007891272,0.0019623926],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013174436,0.00058169564,0.00022853717,0.00072718435,0.0044412753,0.0058107213,0.0017559715,0.0019166906,0.0071000312],"category_scores_gemma":[0.011390518,0.00018343932,0.00057602866,0.00065117545,0.002700385,0.0067409854,0.0061863638,0.0021846977,0.00087150023],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021205549,0.0022781573,0.011492033,0.0020455436,0.000044161585,0.0026199534,0.17734784,0.00045592853,0.0018329571,0.056419645,0.024351014,0.7209007],"study_design_scores_gemma":[0.00016217785,0.0015202711,0.009177184,0.004756097,0.00008657094,0.0016731023,0.45095438,0.0013083671,0.0036777372,0.037315514,0.48926637,0.00010218338],"about_ca_topic_score_codex":0.0013749433,"about_ca_topic_score_gemma":0.00411403,"teacher_disagreement_score":0.013174436,"about_ca_system_score_codex":0.0015468348,"about_ca_system_score_gemma":0.0071354583,"threshold_uncertainty_score":0.069673896},"labels":[],"label_agreement":null},{"id":"W2786897343","doi":"10.15353/joci.v13i3.3394","title":"Women in Iran: The effect of marital status and the presence of family dependents at home on their use of the internet","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Charles Sturt University","keywords":"The Internet; Marital status; Psychology; Politics; Demographic economics; Demography; Sociology; Political science; Population; Economics","score_opus":0.05652883378268278,"score_gpt":0.32171832498536546,"score_spread":0.26518949120268265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2786897343","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99693704,0.00067945936,0.000023761895,0.0004192816,0.000020523687,0.000008066433,0.00010976895,0.0000018113947,0.0018002294],"genre_scores_gemma":[0.9988141,0.0005023693,0.000036289017,0.00009777937,0.0000144225805,0.000005354498,0.000059301718,0.0000015329691,0.00046892688],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99957913,0.00014127436,0.000037603368,0.000048825306,0.00008435412,0.00010880501],"domain_scores_gemma":[0.9985537,0.0004740845,0.0004889822,0.000047797297,0.000107538595,0.00032797531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005673541,0.00019277814,0.00023702002,0.0005692038,0.00085876475,0.0007821356,0.00025585832,0.0003572091,0.0038912464],"category_scores_gemma":[0.0038728402,0.00019478991,0.0003520373,0.0007747908,0.0004451677,0.00059433404,0.00048091385,0.00058374676,0.0003242222],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097548065,0.00010846238,0.9852642,0.000031734828,0.00004834177,0.00028631516,0.0034118446,0.0000168236,0.00008853125,0.000069117865,0.0004193198,0.010157711],"study_design_scores_gemma":[0.000005809418,0.0001231029,0.9857837,0.000042004496,0.000041262076,0.0003033191,0.012405149,0.000077189674,0.00003035629,0.000053883687,0.0011264799,0.000007659077],"about_ca_topic_score_codex":0.016701423,"about_ca_topic_score_gemma":0.02651268,"teacher_disagreement_score":0.016701423,"about_ca_system_score_codex":0.0003747299,"about_ca_system_score_gemma":0.0005951582,"threshold_uncertainty_score":0.03320843},"labels":[],"label_agreement":null},{"id":"W2787659937","doi":"10.15353/joci.v13i3.3324","title":"An empirical study on the effects of mobile telephony usage on livelihoods in Brong Ahafo region of Ghana","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile phone; Livelihood; Business; Phone; Citizen journalism; Relevance (law); Mobile telephony; Focus group; Internet privacy; Marketing; Telecommunications; Computer science; Geography; Political science; World Wide Web","score_opus":0.045828728052254575,"score_gpt":0.3260434052204565,"score_spread":0.2802146771682019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787659937","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985448,0.00013382855,0.00005863511,0.00012839504,0.0000026424743,0.000021985501,0.000048488764,8.623184e-7,0.0010604013],"genre_scores_gemma":[0.99867105,0.0003381572,0.00014681835,0.000051825136,0.0000031336451,0.00002924364,0.00002925957,0.0000013737985,0.0007291352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993299,0.00034524666,0.00002863253,0.00005424465,0.000059793812,0.00018218829],"domain_scores_gemma":[0.9963731,0.0021495277,0.00078399957,0.00008606392,0.00028312838,0.00032404723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010217144,0.00021667274,0.00026283757,0.00056639774,0.0019085394,0.001004637,0.0003255584,0.00040415174,0.0033596363],"category_scores_gemma":[0.0026107584,0.00027369455,0.00012003045,0.0014132727,0.0014968693,0.0011286858,0.00074796984,0.00058852014,0.00030210693],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016180906,0.00048385415,0.5497581,0.00063816627,0.000020808373,0.004922841,0.40055326,0.00012672132,0.003965243,0.00091182155,0.0008612087,0.037596222],"study_design_scores_gemma":[0.0000072326325,0.00037345692,0.34861028,0.00020354676,0.000015710053,0.0005735636,0.64510566,0.00007701532,0.00039363795,0.000103389146,0.004527333,0.000009191205],"about_ca_topic_score_codex":0.012210242,"about_ca_topic_score_gemma":0.034956694,"teacher_disagreement_score":0.012210242,"about_ca_system_score_codex":0.0016012142,"about_ca_system_score_gemma":0.0011797734,"threshold_uncertainty_score":0.024278343},"labels":[],"label_agreement":null},{"id":"W2787693755","doi":"10.15353/joci.v13i3.3325","title":"Toward a Sociocultural Learning Theory Framework to Designing Online learning Communities in Citizen Science","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociocultural evolution; Collaborative learning; Learning theory; Activity theory; Conceptual framework; Knowledge management; Learning sciences; Informatics; Social learning; Citizen science; Sociology; Computer science; Educational technology; Pedagogy; Engineering; Social science","score_opus":0.1062650602010947,"score_gpt":0.3727474943011582,"score_spread":0.2664824341000635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787693755","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030814083,0.0011391031,0.8736036,0.022483945,0.00030583213,0.0010243205,0.000057344674,0.00022907245,0.070342734],"genre_scores_gemma":[0.48085353,0.0012162043,0.5073162,0.0017454358,0.000102708735,0.00232561,0.0000883811,0.000096078234,0.0062559857],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98627627,0.010995028,0.0003608522,0.00068980345,0.0011148513,0.00056328176],"domain_scores_gemma":[0.986991,0.0085195685,0.0007217244,0.0010090619,0.001483786,0.0012748861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.018201578,0.0011673272,0.0007529344,0.004042295,0.0068073156,0.014932427,0.004496228,0.0048086527,0.005727378],"category_scores_gemma":[0.014519754,0.00093373936,0.0016561404,0.0022422587,0.027127175,0.014650592,0.012441923,0.0053320155,0.00091337756],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011880641,0.0002528237,0.0010254111,0.00025824894,0.000026178634,0.00030351666,0.036254574,0.0044448264,0.00044787346,0.93854153,0.0013060308,0.017127052],"study_design_scores_gemma":[0.00004088202,0.000077646175,0.0002803668,0.0006099428,0.000021257852,0.00016645499,0.042262442,0.01710542,0.0006617812,0.8941804,0.04455931,0.000034062636],"about_ca_topic_score_codex":0.00493713,"about_ca_topic_score_gemma":0.0065387725,"teacher_disagreement_score":0.018201578,"about_ca_system_score_codex":0.0059411763,"about_ca_system_score_gemma":0.011342293,"threshold_uncertainty_score":0.09626025},"labels":[],"label_agreement":null},{"id":"W2794644654","doi":"10.15353/joci.v13i3.3359","title":"Editorial: Michael Gurstein and the future of Community Informatics","year":2018,"lang":"en","type":"editorial","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Library science; Political science; Computer science; Law","score_opus":0.015363166149756385,"score_gpt":0.2644954098001258,"score_spread":0.24913224365036943,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794644654","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000026040798,0.0028629492,0.00006908779,0.041240938,0.9544116,0.00001958989,0.00003251175,0.00004804119,0.001289177],"genre_scores_gemma":[0.0004315107,0.0032272567,0.000084480664,0.02848466,0.95675665,0.000029965779,0.000037881447,0.000045497294,0.0109020835],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99275863,0.0011838258,0.0007390184,0.0008262339,0.0038361861,0.0006560957],"domain_scores_gemma":[0.97133416,0.008502604,0.0019411235,0.00080379064,0.0116980355,0.005720278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007718019,0.0034262973,0.0037240006,0.0040309425,0.004968651,0.010942234,0.0041505005,0.016268605,0.02386994],"category_scores_gemma":[0.03810931,0.0011075526,0.0029037073,0.0015597399,0.0035743418,0.006141057,0.0024561957,0.018421618,0.019009365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017290526,0.000006198766,0.000014502224,0.00006953298,0.000006242578,0.000059124483,0.000008456492,0.000007652258,0.000015349106,0.0002035804,0.9975618,0.0020302557],"study_design_scores_gemma":[0.000044429064,0.000022321321,0.00015510271,0.00036576236,0.000026394795,0.0002031834,0.00006650983,0.00007960411,0.000060824535,0.001117114,0.99784267,0.000016015894],"about_ca_topic_score_codex":0.0017585576,"about_ca_topic_score_gemma":0.005599597,"teacher_disagreement_score":0.02386994,"about_ca_system_score_codex":0.0034400471,"about_ca_system_score_gemma":0.0052650888,"threshold_uncertainty_score":0.07985288},"labels":[],"label_agreement":null},{"id":"W2900535166","doi":"10.15353/joci.v14i1.3408","title":"Social and Spatial Precursors to Innovation: The Diversity Advantage of the Creative Fringe","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Creativity; Mainstream; Social innovation; Sociology; Diversity (politics); Filter (signal processing); Public relations; Computer science; Psychology; Political science; Social psychology","score_opus":0.07568108115875019,"score_gpt":0.3750948985243763,"score_spread":0.2994138173656261,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900535166","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9067782,0.0005740657,0.014750288,0.0024092977,0.000053475214,0.000058960613,0.00006757071,0.000050498056,0.07525757],"genre_scores_gemma":[0.99674785,0.000083605984,0.0020392698,0.000059679656,0.00001146293,0.00001491869,0.000010585455,0.000008023743,0.0010245652],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9982292,0.0009433604,0.000049307833,0.00027438358,0.00027847334,0.00022537827],"domain_scores_gemma":[0.9926053,0.004605033,0.0008366497,0.00066523807,0.000402328,0.000885331],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023243276,0.000212794,0.00027972145,0.0015613573,0.0036425155,0.007075702,0.0006380885,0.0009811275,0.0054415455],"category_scores_gemma":[0.007503113,0.00023067206,0.00044039678,0.0009161867,0.008708243,0.0055525126,0.0068173623,0.001009369,0.00024078447],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004616951,0.00023361882,0.122871436,0.0006236942,0.00008653609,0.0026230698,0.5250192,0.00075474125,0.009367653,0.2075554,0.002050993,0.12835197],"study_design_scores_gemma":[0.00008005932,0.0005702453,0.1736119,0.00061910565,0.00015780734,0.0038785522,0.55433965,0.003701685,0.0048190774,0.11934862,0.13868509,0.0001881712],"about_ca_topic_score_codex":0.0029282046,"about_ca_topic_score_gemma":0.004612634,"teacher_disagreement_score":0.007075702,"about_ca_system_score_codex":0.0014424621,"about_ca_system_score_gemma":0.0016628293,"threshold_uncertainty_score":0.018203795},"labels":[],"label_agreement":null},{"id":"W2900798288","doi":"10.15353/joci.v14i1.3400","title":"On travails and perspectives: the future of JoCI","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.04012094785187803,"score_gpt":0.3441990170320492,"score_spread":0.30407806918017116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900798288","genre_codex":"commentary","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0063332682,0.0798433,0.0131230485,0.74109787,0.01182257,0.000037395603,0.00009872425,0.00019347896,0.14745031],"genre_scores_gemma":[0.62204444,0.115764976,0.028423127,0.15029418,0.023430897,0.00047164087,0.00026623288,0.00070106407,0.058603514],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.976218,0.017207507,0.00055335625,0.0010812556,0.0034489762,0.001490924],"domain_scores_gemma":[0.91435295,0.055563178,0.0024175672,0.0062066503,0.012790845,0.008668765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.046934076,0.0008094388,0.001278296,0.0049252347,0.009510796,0.03855339,0.003552109,0.010753555,0.022354249],"category_scores_gemma":[0.051007662,0.000413391,0.0006836193,0.0055055893,0.051675007,0.048470244,0.013243588,0.01412238,0.0027569707],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034865432,0.00003953839,0.00026159151,0.00014767128,0.000005048823,0.000030553598,0.004923543,0.00008723248,0.000031673786,0.94213027,0.025516596,0.026791474],"study_design_scores_gemma":[0.000024363193,0.000026546539,0.00026516948,0.0013998132,0.000011825542,0.000055451983,0.019501003,0.0005224249,0.000106029715,0.6963395,0.28170672,0.000041193718],"about_ca_topic_score_codex":0.008632312,"about_ca_topic_score_gemma":0.010458075,"teacher_disagreement_score":0.046934076,"about_ca_system_score_codex":0.009700017,"about_ca_system_score_gemma":0.023178188,"threshold_uncertainty_score":0.24821413},"labels":[],"label_agreement":null},{"id":"W2900849452","doi":"10.15353/joci.v14i1.3409","title":"Critical Importance of Emphasising Working-Class Parents in Digital Inclusion: A US Latino/a Case Study","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Fundação para a Ciência e a Tecnologia","keywords":"Habitus; Inclusion (mineral); Sociology; Digital inclusion; Neighbourhood (mathematics); Cultural capital; Social capital; Pedagogy; Qualitative research; Public relations; Disengagement theory; Digital divide; Gender studies; Political science; The Internet; Information and Communications Technology; Social science; Medicine","score_opus":0.07657096339247002,"score_gpt":0.3968294374624127,"score_spread":0.3202584740699427,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900849452","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9731662,0.0009937407,0.0011272555,0.008987972,0.00016040297,0.00009957709,0.000029919687,0.000015956755,0.015418964],"genre_scores_gemma":[0.9932407,0.0010610612,0.00069558294,0.0017474258,0.000038682596,0.000098666584,0.00001568187,0.00001725944,0.0030848265],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9925086,0.005715262,0.00014372599,0.00034846587,0.00041322346,0.0008706916],"domain_scores_gemma":[0.990768,0.006214789,0.0007360013,0.00035893943,0.0006407401,0.0012814087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009029717,0.000601583,0.00051663065,0.0015692823,0.026065402,0.0058919094,0.0017898373,0.0034728418,0.0034256103],"category_scores_gemma":[0.013931263,0.0005540665,0.00039494198,0.001712273,0.0126712,0.0051755696,0.0084807,0.0042764824,0.00025838675],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001834341,0.00010289342,0.0048770336,0.00005349599,0.0000032732157,0.0043218345,0.9811478,0.00001670615,0.00022700317,0.0037206884,0.0008935845,0.0046172407],"study_design_scores_gemma":[0.0000029266944,0.00002289893,0.0008012011,0.00008168117,0.0000034682248,0.000665735,0.9899857,0.000023806306,0.000106614956,0.00028184638,0.008019021,0.0000050515096],"about_ca_topic_score_codex":0.029964091,"about_ca_topic_score_gemma":0.052808523,"teacher_disagreement_score":0.029964091,"about_ca_system_score_codex":0.0064755785,"about_ca_system_score_gemma":0.00600419,"threshold_uncertainty_score":0.059579372},"labels":[],"label_agreement":null},{"id":"W2900947025","doi":"10.15353/joci.v14i1.3404","title":"The Supportive Roles of Adults in Designing with Young Deaf Children","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Assistive Technology in Communication and Mobility","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Special needs; Set (abstract data type); Developmental psychology","score_opus":0.04305205893151017,"score_gpt":0.38152506675134384,"score_spread":0.3384730078198337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900947025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7550087,0.0074168704,0.08074069,0.0119802365,0.00051488506,0.0013878649,0.00008333506,0.0005026013,0.14236484],"genre_scores_gemma":[0.948499,0.002405989,0.036360517,0.0018001946,0.00006352452,0.0006154845,0.000027941158,0.000057593534,0.010169577],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.97755414,0.01800503,0.0009659131,0.0008828079,0.0014614747,0.0011306807],"domain_scores_gemma":[0.9834902,0.009842261,0.0014889616,0.0012986694,0.0013016551,0.0025783184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0166209,0.00069134455,0.00043272655,0.0011527676,0.010150548,0.007906255,0.0012727724,0.002182408,0.0045436784],"category_scores_gemma":[0.01925595,0.0006910981,0.0006373079,0.0005090107,0.010440622,0.0067743277,0.010195913,0.0025718515,0.0009500567],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028844383,0.00011659791,0.006196442,0.00024876167,0.000010135823,0.0014987449,0.94122356,0.000079420344,0.0017236216,0.01163469,0.0012189812,0.03602019],"study_design_scores_gemma":[0.000024690993,0.00037278255,0.004198368,0.0011342677,0.00005180736,0.0059493924,0.7289815,0.00021801898,0.0020691752,0.008129836,0.24880031,0.000069866976],"about_ca_topic_score_codex":0.002949989,"about_ca_topic_score_gemma":0.004785651,"teacher_disagreement_score":0.0166209,"about_ca_system_score_codex":0.0019531334,"about_ca_system_score_gemma":0.0041831713,"threshold_uncertainty_score":0.08790082},"labels":[],"label_agreement":null},{"id":"W2901228070","doi":"10.15353/joci.v14i1.3403","title":"Achieving digital inclusion of older adults through interest-driven curriculums","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Curriculum; Dilemma; Psychology; Focus group; Medical education; Expectancy theory; Qualitative research; Compensation (psychology); Life expectancy; Action research; Action (physics); Pedagogy; Social psychology; Medicine; Sociology; Population","score_opus":0.027960803537917012,"score_gpt":0.31495471588373,"score_spread":0.28699391234581295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901228070","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9631486,0.0004432097,0.013146455,0.0013261111,0.00007373286,0.0021854474,0.00008326504,0.00012962543,0.01946366],"genre_scores_gemma":[0.936482,0.0008752465,0.05245398,0.0005054237,0.00006518329,0.0021950991,0.00015177453,0.000017939736,0.007253285],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99826825,0.00075279997,0.00013615537,0.00015334866,0.00035514744,0.00033436532],"domain_scores_gemma":[0.9969914,0.0008733548,0.00051558163,0.00019780378,0.00043911647,0.0009826727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041341507,0.0003299976,0.00026113354,0.0014347763,0.0008996234,0.0012952116,0.0010624861,0.0006395205,0.0022601334],"category_scores_gemma":[0.009709705,0.0002063961,0.00051664887,0.0004025971,0.00052645046,0.0014262389,0.0050337748,0.0008188336,0.00062373833],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002963645,0.02222912,0.051401366,0.0015745409,0.000053506537,0.00053612806,0.06062938,0.0013910733,0.008802971,0.01281729,0.0055899885,0.8346784],"study_design_scores_gemma":[0.0013571307,0.022051157,0.46487674,0.004641679,0.00034220223,0.0015907957,0.07637178,0.009860439,0.031005511,0.045756545,0.34189856,0.00024742176],"about_ca_topic_score_codex":0.00078458746,"about_ca_topic_score_gemma":0.00203357,"teacher_disagreement_score":0.0041341507,"about_ca_system_score_codex":0.0011100967,"about_ca_system_score_gemma":0.0036174415,"threshold_uncertainty_score":0.021863699},"labels":[],"label_agreement":null},{"id":"W2901245889","doi":"10.15353/joci.v14i1.3405","title":"Social Fringe Dwellers: Can chat-bots combat bullies to improve participation for children with autism?","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Autism; Sarcasm; Psychology; Empathy; Mainstream; Autism spectrum disorder; Social relation; Psychological resilience; Developmental psychology; Social psychology","score_opus":0.06502113563432954,"score_gpt":0.39694228343312804,"score_spread":0.3319211477987985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901245889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95392877,0.0014414362,0.007180926,0.013309219,0.00035586182,0.0010160804,0.00029321093,0.0012977486,0.021176778],"genre_scores_gemma":[0.94915736,0.0019608142,0.03765336,0.0017237468,0.00009478582,0.0013459409,0.00034944608,0.00010117842,0.0076132626],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986149,0.00075981725,0.00006141213,0.00011896621,0.00017922123,0.00026563244],"domain_scores_gemma":[0.99592954,0.0016171358,0.00037122628,0.00016936741,0.0003639529,0.0015487482],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027560033,0.0005280426,0.00035932258,0.0006698415,0.0017673991,0.0014101322,0.0013723791,0.0009566552,0.006226182],"category_scores_gemma":[0.012442315,0.00026623893,0.00046314168,0.00029377756,0.0008342373,0.0028175253,0.0022525587,0.0011386599,0.0011985844],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008420916,0.007885408,0.06646296,0.00287285,0.00014861222,0.0019125586,0.06429693,0.0006179036,0.007824375,0.0016865204,0.0344528,0.81099695],"study_design_scores_gemma":[0.0014524661,0.020634811,0.3458955,0.008237261,0.0014170781,0.0040196828,0.28556907,0.0155357085,0.016230319,0.009729929,0.29078218,0.000495898],"about_ca_topic_score_codex":0.0050841644,"about_ca_topic_score_gemma":0.02891309,"teacher_disagreement_score":0.006226182,"about_ca_system_score_codex":0.0008015323,"about_ca_system_score_gemma":0.0020372819,"threshold_uncertainty_score":0.020828664},"labels":[],"label_agreement":null},{"id":"W2901356597","doi":"10.15353/joci.v14i1.3399","title":"The Digital Fringe and Social Participation through Interaction Design","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mainstream; Disadvantaged; Inclusion (mineral); Dilemma; Public relations; Enabling; Digital inclusion; Variety (cybernetics); Digital divide; Indigenous; Sociology; Political science; Information and Communications Technology; Psychology; Gender studies; Computer science","score_opus":0.09550227504997583,"score_gpt":0.3053690310731562,"score_spread":0.2098667560231804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901356597","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15356988,0.015519325,0.38281295,0.032130305,0.0013231207,0.0011246905,0.00019751607,0.0012450633,0.41207704],"genre_scores_gemma":[0.80633485,0.006004653,0.14915036,0.0015942157,0.00020553808,0.001680662,0.00012471355,0.00031927065,0.03458582],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.979391,0.017801723,0.0004298201,0.00068291917,0.0011504403,0.0005441151],"domain_scores_gemma":[0.9857912,0.011320877,0.00045808905,0.0011013845,0.0003906453,0.0009378479],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0110510085,0.0008540298,0.00045755398,0.0021814313,0.00468296,0.015041965,0.001982501,0.002406099,0.011064519],"category_scores_gemma":[0.012276657,0.00043118326,0.0008680782,0.0009719177,0.020298777,0.010305825,0.010674006,0.0019156183,0.0010532421],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015383303,0.00026617685,0.004126296,0.002080318,0.00008800824,0.0007418717,0.23060746,0.0017737282,0.0027856217,0.56972927,0.009735603,0.17791186],"study_design_scores_gemma":[0.00010326209,0.00047866153,0.0023471387,0.0019309929,0.00009237588,0.0016444249,0.0845444,0.0035361939,0.002199227,0.2641293,0.63888806,0.00010585504],"about_ca_topic_score_codex":0.0010530234,"about_ca_topic_score_gemma":0.0012629493,"teacher_disagreement_score":0.015041965,"about_ca_system_score_codex":0.002564293,"about_ca_system_score_gemma":0.0026447903,"threshold_uncertainty_score":0.058444023},"labels":[],"label_agreement":null},{"id":"W2901370254","doi":"10.15353/joci.v14i1.3402","title":"60+ Online:","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social media; Popularity; Digital media; Inclusion (mineral); Internet privacy; The Internet; World Wide Web; Multimedia; Psychology; Public relations; Computer science; Political science","score_opus":0.0424049084230487,"score_gpt":0.33695640008153505,"score_spread":0.2945514916584864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901370254","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017053711,0.0003580595,0.0007556591,0.0015960942,0.0012193607,0.0002921622,0.009071205,0.005977781,0.9790243],"genre_scores_gemma":[0.0023945642,0.00027426312,0.00044318647,0.0008667692,0.0001770389,0.00013526992,0.0037790313,0.0010148472,0.990915],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9991055,0.000116423995,0.000057839883,0.00017098326,0.00033472042,0.00021452569],"domain_scores_gemma":[0.9969476,0.00023296334,0.00010340703,0.00042079462,0.0007675414,0.0015278248],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011351861,0.0009437482,0.0008503509,0.0015649585,0.0021357648,0.007358413,0.0012978048,0.0018530181,0.89473647],"category_scores_gemma":[0.004262675,0.00045611325,0.0006253076,0.0016996226,0.0006840116,0.0069773416,0.0074641714,0.0014741059,0.8484516],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007133789,0.00009174619,0.00037104837,0.00025318918,0.0000026325652,0.00010872523,0.000270176,0.000022509117,0.00051712786,0.00259998,0.89137954,0.10431192],"study_design_scores_gemma":[0.000009192783,0.000030691423,0.0009735384,0.00007990779,0.0000014359854,0.00006215953,0.00015527179,0.000033615674,0.00011072546,0.00061793166,0.99791735,0.000008123967],"about_ca_topic_score_codex":0.0026821054,"about_ca_topic_score_gemma":0.0053522172,"teacher_disagreement_score":0.89473647,"about_ca_system_score_codex":0.00080590084,"about_ca_system_score_gemma":0.0017535549,"threshold_uncertainty_score":0.15014565},"labels":[],"label_agreement":null},{"id":"W2901464128","doi":"10.15353/joci.v14i1.3401","title":"The Circles of Connections","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Community Health and Development","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social connectedness; Feeling; Social capital; Public relations; Tracking (education); General partnership; Field (mathematics); Psychological resilience; Psychology; Data science; Sociology; Social psychology; Political science; Computer science; Social science","score_opus":0.11869369775162,"score_gpt":0.44327277958624917,"score_spread":0.32457908183462914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901464128","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037837837,0.008409296,0.032170024,0.084127314,0.0023150533,0.00018841552,0.00020531751,0.0005509195,0.8341958],"genre_scores_gemma":[0.88419956,0.0048266603,0.007899151,0.010648157,0.001098338,0.0002871124,0.00015959652,0.00056965643,0.09031178],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9781481,0.0130823525,0.0004823257,0.0027474086,0.0038867537,0.0016531248],"domain_scores_gemma":[0.9725868,0.0100149335,0.0024675285,0.004705102,0.0030931223,0.0071325027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008955226,0.00091773306,0.000681041,0.0036191223,0.01913991,0.021483047,0.0024121075,0.0053573954,0.03786648],"category_scores_gemma":[0.034438696,0.0007534412,0.00066059415,0.003064467,0.044448238,0.029515276,0.030101864,0.0075983433,0.0074982396],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003779822,0.00002207448,0.0014168273,0.00015887595,0.000020154013,0.00039427693,0.1297666,0.00015259758,0.00025745796,0.796499,0.038364813,0.032909647],"study_design_scores_gemma":[0.000008988217,0.000024938074,0.000766068,0.00022576185,0.0000074154464,0.00040723258,0.030985985,0.00018644128,0.00009463597,0.2675558,0.69970995,0.000026826954],"about_ca_topic_score_codex":0.005259106,"about_ca_topic_score_gemma":0.0050266725,"teacher_disagreement_score":0.03786648,"about_ca_system_score_codex":0.0066387854,"about_ca_system_score_gemma":0.0066504334,"threshold_uncertainty_score":0.12667596},"labels":[],"label_agreement":null},{"id":"W2929284563","doi":"10.15353/joci.v14i2-3.3413","title":"Using Q-Sort Methodology to test the Non-hierarchical Online Learning Community (NHOLC) Framework","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Directorate for STEM Education; National Science Foundation","keywords":"sort; Leverage (statistics); Citizen science; Sociocultural evolution; Online community; Conceptual framework; Categorization; Computer science; Knowledge management; Online learning; Sociology; Multimedia; World Wide Web; Artificial intelligence","score_opus":0.24238712096418014,"score_gpt":0.4466507413951738,"score_spread":0.20426362043099366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2929284563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56694746,0.00015226379,0.3598135,0.0012471909,0.00036558422,0.027195008,0.0025608675,0.0006412196,0.041076936],"genre_scores_gemma":[0.71618503,0.000056322555,0.2233286,0.0006841064,0.0000457064,0.054928236,0.0010554342,0.00016518871,0.0035513756],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.93888104,0.045753047,0.0032399946,0.003867602,0.0067868205,0.0014715183],"domain_scores_gemma":[0.74363387,0.2104137,0.009893501,0.011832614,0.022728993,0.0014973485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04303992,0.00097632065,0.001060607,0.003852788,0.0029806078,0.00281519,0.002164745,0.0015670432,0.013401573],"category_scores_gemma":[0.1741129,0.00039670867,0.0013700214,0.0048442096,0.0039317473,0.004916444,0.0040216814,0.002558537,0.0013767536],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003963689,0.012640664,0.14293104,0.004748563,0.00092418917,0.000744677,0.089441195,0.017273512,0.0045862296,0.3323008,0.018449424,0.37199605],"study_design_scores_gemma":[0.005280866,0.019734519,0.15667932,0.0011774617,0.0006609076,0.00064761966,0.12619796,0.19297369,0.015897771,0.35237435,0.1277237,0.00065188284],"about_ca_topic_score_codex":0.0073650097,"about_ca_topic_score_gemma":0.005370339,"teacher_disagreement_score":0.04303992,"about_ca_system_score_codex":0.0030141138,"about_ca_system_score_gemma":0.0057556443,"threshold_uncertainty_score":0.22761959},"labels":[],"label_agreement":null},{"id":"W2930608562","doi":"10.15353/joci.v14i2-3.3411","title":"Participatory Collaboration Mapping in Malawi: Making Mike’s Community Informatics Idea(l)s Work","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"United States Agency for International Development","keywords":"Tribute; Citizen journalism; Participatory action research; Informatics; Work (physics); Reflection (computer programming); Sociology; Key (lock); Library science; Computer science; World Wide Web; Political science; Engineering; Art; Art history; Anthropology","score_opus":0.09669425119344582,"score_gpt":0.3075356076861195,"score_spread":0.21084135649267366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2930608562","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09679174,0.010152299,0.104161136,0.67394996,0.0033160464,0.000549215,0.000090357746,0.00020825106,0.110781044],"genre_scores_gemma":[0.9140185,0.0032271165,0.040823646,0.022809744,0.00046334573,0.00075937586,0.00003982873,0.00009408002,0.017764315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98084384,0.015304133,0.00027940836,0.0007876153,0.0011040061,0.0016808982],"domain_scores_gemma":[0.9799571,0.013586956,0.00074299326,0.0011039124,0.0019513513,0.0026576698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.027940363,0.0006926034,0.0005649608,0.0025196716,0.023754155,0.017159145,0.0024443006,0.0064307773,0.004389324],"category_scores_gemma":[0.022174668,0.0006749829,0.00059911713,0.001751011,0.045856237,0.020389538,0.021165302,0.009220493,0.0005319993],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044563247,0.000102954094,0.0024937452,0.00028026607,0.00002256065,0.0011864005,0.3116652,0.000539076,0.0005285251,0.62985265,0.015986077,0.037298057],"study_design_scores_gemma":[0.00004019248,0.00015998165,0.0016952874,0.0011583485,0.000026877782,0.00080785673,0.32091978,0.0021247442,0.0009866712,0.22898811,0.44298726,0.000104794424],"about_ca_topic_score_codex":0.024446055,"about_ca_topic_score_gemma":0.030524239,"teacher_disagreement_score":0.027940363,"about_ca_system_score_codex":0.011310709,"about_ca_system_score_gemma":0.009952508,"threshold_uncertainty_score":0.1477645},"labels":[],"label_agreement":null},{"id":"W2940927096","doi":"10.15353/joci.v14i2-3.3412","title":"What Do Mobile-Connected Cambodians Do Online?","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Media Influence and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Mobile phone; Internet privacy; Government (linguistics); Social media; Phone; Internet access; Public relations; Business; Political science; Advertising; Engineering; World Wide Web; Computer science; Telecommunications","score_opus":0.05003201636532713,"score_gpt":0.3598132248297516,"score_spread":0.3097812084644245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2940927096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96876925,0.0016015681,0.00011629908,0.005310189,0.000061114886,0.000020623176,0.00031510604,0.0000070063043,0.023798808],"genre_scores_gemma":[0.9950217,0.0015574673,0.00008495641,0.000743929,0.000024224744,0.0000110582405,0.00010334536,0.000003969354,0.0024493616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99971634,0.00010645516,0.000012174646,0.00003659117,0.000036048245,0.00009248782],"domain_scores_gemma":[0.999153,0.00022946997,0.00025892162,0.000033811524,0.000087865934,0.00023686161],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038575917,0.00015143969,0.00018735226,0.0007932365,0.0012461388,0.002182972,0.00023925192,0.00066646247,0.008576095],"category_scores_gemma":[0.002294307,0.0001433167,0.00010233341,0.00096268614,0.0009978138,0.0023364725,0.000710858,0.0004967845,0.00090927084],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006648356,0.00011516199,0.7334105,0.0004078553,0.00004288189,0.0010135178,0.16165544,0.00007656518,0.0012694784,0.0028982956,0.0069671255,0.09207665],"study_design_scores_gemma":[0.0000058809305,0.000065109285,0.5912201,0.00049851777,0.000024013525,0.0005644902,0.3790564,0.00023488395,0.00024357911,0.00065864745,0.02740501,0.000023456449],"about_ca_topic_score_codex":0.019363413,"about_ca_topic_score_gemma":0.031817913,"teacher_disagreement_score":0.019363413,"about_ca_system_score_codex":0.0006336533,"about_ca_system_score_gemma":0.0004579214,"threshold_uncertainty_score":0.038501382},"labels":[],"label_agreement":null},{"id":"W2941609694","doi":"10.15353/joci.v14i2-3.3414","title":"The Socio-Economic Benefit of the Livestock Traceability System on Communal Beef Farmers in Swaziland","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Food Supply Chain Traceability","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Traceability; Livestock; Sustainability; Business; Government (linguistics); Commodity; Agriculture; Food security; Developing country; Agricultural economics; Consumption (sociology); Economic growth; Natural resource economics; Economics; Geography; Engineering; Finance","score_opus":0.024519192992605836,"score_gpt":0.2402986775161381,"score_spread":0.21577948452353227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941609694","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9965984,0.00007720395,0.00004622738,0.0006613262,0.0000036462634,0.0000067500223,0.0000110432875,8.5585765e-7,0.002594546],"genre_scores_gemma":[0.9989046,0.00019961946,0.0000961173,0.00010241924,0.000002639733,0.0000063808325,0.000010000972,6.2418746e-7,0.0006776726],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9994815,0.00024116701,0.000015992722,0.000031996744,0.000059984235,0.00016952836],"domain_scores_gemma":[0.9991374,0.0004055459,0.00018238317,0.000025050305,0.00010628054,0.00014341301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009435181,0.00012697498,0.00010658558,0.00042334164,0.002427804,0.0010366554,0.00020730453,0.0003671894,0.0026771557],"category_scores_gemma":[0.0015579766,0.00010842071,0.00006617534,0.00069032336,0.0014535694,0.0008181569,0.0014932895,0.0004937085,0.000105572224],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017379221,0.00039126974,0.4002747,0.00034914774,0.00003778607,0.007958678,0.46725035,0.00024894372,0.0059860186,0.007981613,0.0021054316,0.107242316],"study_design_scores_gemma":[0.0000060925595,0.0001774826,0.2665392,0.00013456694,0.000016662525,0.000599172,0.717529,0.00013939738,0.0005226146,0.0003724,0.013949337,0.0000140414],"about_ca_topic_score_codex":0.031851716,"about_ca_topic_score_gemma":0.08586293,"teacher_disagreement_score":0.031851716,"about_ca_system_score_codex":0.0017111722,"about_ca_system_score_gemma":0.0019026616,"threshold_uncertainty_score":0.06333262},"labels":[],"label_agreement":null},{"id":"W2941650648","doi":"10.15353/joci.v14i2-3.3410","title":"Wider Worlds of Research for Health Equity: Public Health NGOs as Stakeholders in Open Access Ecosystems","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Stanford Graduate School of Education; National Science Foundation","keywords":"Public relations; Public health; Stakeholder; Relevance (law); Equity (law); Health equity; Political science; Business; Medicine","score_opus":0.8070307146596081,"score_gpt":0.6854386485062851,"score_spread":0.12159206615332296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941650648","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3087886,0.009923038,0.033909723,0.31753358,0.0008859836,0.00053773966,0.00008642819,0.00012853298,0.32820627],"genre_scores_gemma":[0.9823576,0.0013271257,0.004074524,0.007744981,0.00022386931,0.0002540093,0.0000151576905,0.000039626986,0.003962998],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.88634527,0.098775744,0.0012467034,0.002864981,0.005318766,0.0054486496],"domain_scores_gemma":[0.83146113,0.141159,0.0062273135,0.007839412,0.004048121,0.009265124],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.09821715,0.0005493645,0.00088758796,0.0051491386,0.030185722,0.042187963,0.0022404909,0.008345824,0.0070093125],"category_scores_gemma":[0.07522346,0.00086545263,0.0007054254,0.0041266973,0.07851914,0.04465695,0.04779291,0.009721092,0.0004265674],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000046351062,0.00008725664,0.007847977,0.00018307254,0.00002367717,0.00064426905,0.591485,0.00014465665,0.0005506937,0.36676,0.0030210654,0.02920593],"study_design_scores_gemma":[0.00002053578,0.000052315274,0.002461237,0.0007836305,0.000018152443,0.0002807025,0.6782638,0.00025627643,0.00041631938,0.2061225,0.11128166,0.00004288485],"about_ca_topic_score_codex":0.0038455017,"about_ca_topic_score_gemma":0.0047872183,"teacher_disagreement_score":0.9977595,"about_ca_system_score_codex":0.009048139,"about_ca_system_score_gemma":0.021755325,"threshold_uncertainty_score":0.51942813},"labels":[],"label_agreement":null},{"id":"W2941708765","doi":"10.15353/joci.v14i2-3.3415","title":"Developing a Framework for Sustainable Information and Communication Technology Platforms for Resource Scarce Rural Communities","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Sustainability; Government (linguistics); Business; Digital divide; Knowledge management; ICTS; Bridge (graph theory); Resource (disambiguation); Qualitative research; Public relations; Process management; Environmental resource management; Environmental planning; Political science; Computer science; Geography; Sociology; World Wide Web; Economics","score_opus":0.02354331822408168,"score_gpt":0.2815728822175112,"score_spread":0.2580295639934295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941708765","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04486944,0.0012542648,0.69149584,0.049760886,0.00040257443,0.0030454858,0.00024170328,0.0004633652,0.20846643],"genre_scores_gemma":[0.4777861,0.0010011096,0.5023317,0.0014151952,0.000049667196,0.002749656,0.00017520049,0.00009354462,0.014397849],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9893412,0.007627055,0.00036421706,0.0005497767,0.00097485207,0.0011429258],"domain_scores_gemma":[0.994835,0.002327269,0.0004075776,0.0003476682,0.00088153244,0.0012009289],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01810307,0.001128439,0.0007174884,0.004018451,0.0076784785,0.013207034,0.0047288565,0.007500376,0.0046631373],"category_scores_gemma":[0.008787511,0.00069392973,0.0013496451,0.0029815175,0.020318948,0.011949686,0.013100546,0.004475326,0.0008273413],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000043570512,0.00007792812,0.00047870795,0.00018065533,0.000008544542,0.0004662818,0.01646568,0.003798765,0.00036731226,0.9677202,0.0015709676,0.00886047],"study_design_scores_gemma":[0.000027510492,0.000085036765,0.00055504905,0.0009647044,0.000016448317,0.00040080378,0.06355047,0.011389188,0.00047496235,0.762784,0.15969607,0.000055699795],"about_ca_topic_score_codex":0.016563263,"about_ca_topic_score_gemma":0.021298854,"teacher_disagreement_score":0.01810307,"about_ca_system_score_codex":0.011007844,"about_ca_system_score_gemma":0.034531042,"threshold_uncertainty_score":0.095739365},"labels":[],"label_agreement":null},{"id":"W2962680214","doi":"10.15353/joci.v15i.3428","title":"Internet non-use among the Canadian older adult population: General Social Survey (GSS)","year":2019,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Hospital for Sick Children; York University","funders":"","keywords":"The Internet; Residence; Socioeconomic status; Logistic regression; Odds; General Social Survey; Gerontology; Internet access; Survey data collection; Demography; Medicine; Population; Psychology; Environmental health; Sociology; Social psychology","score_opus":0.03565828339112429,"score_gpt":0.2900052699435753,"score_spread":0.25434698655245097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962680214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90250635,0.0018481906,0.00030233586,0.00072431494,0.00005108325,0.00051988993,0.08543955,0.00005393393,0.008554378],"genre_scores_gemma":[0.96384764,0.0025620174,0.0008674735,0.00034002448,0.000021865695,0.00024953185,0.030008316,0.000010388468,0.0020927635],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993236,0.00003122838,0.0000663176,0.00006961089,0.00040489665,0.000104271756],"domain_scores_gemma":[0.9983261,0.00004881319,0.00031589362,0.00004389353,0.0010154892,0.00024977257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080961274,0.0003102873,0.00034581698,0.002711631,0.001495189,0.0008908377,0.00082965405,0.00029100277,0.0020092851],"category_scores_gemma":[0.0018970483,0.00024586782,0.00073057855,0.0050947205,0.00028248507,0.00039209315,0.000698258,0.0005030444,0.0002572224],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053295156,0.000046350953,0.98139966,0.00028125301,0.00010669695,0.00006224071,0.00068625825,0.00008577431,0.00019410613,0.00012795163,0.007951398,0.009005004],"study_design_scores_gemma":[0.0000041204894,0.00001266969,0.998094,0.00004062831,0.000017091616,0.000032518892,0.00042488566,0.00008145194,0.000022543403,0.000012186935,0.0012518043,0.0000060514735],"about_ca_topic_score_codex":0.98939383,"about_ca_topic_score_gemma":0.9933216,"teacher_disagreement_score":0.012948361,"about_ca_system_score_codex":0.012948361,"about_ca_system_score_gemma":0.016117167,"threshold_uncertainty_score":0.09394741},"labels":[],"label_agreement":null},{"id":"W2962943435","doi":"10.15353/joci.v15i.3430","title":"Connecting with Youth at Risk: Indigenous Organizations Use of Facebook","year":2019,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Indigenous; Outreach; Thematic analysis; Public relations; Work (physics); Qualitative research; Political science; Sociology; Social science; Engineering","score_opus":0.03060062751578589,"score_gpt":0.2820490155642995,"score_spread":0.2514483880485136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962943435","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936196,0.00026139367,0.00029738207,0.0012499321,0.000029560451,0.00005829673,0.000021357018,0.000008962099,0.004453422],"genre_scores_gemma":[0.99808747,0.00025950233,0.00025648222,0.00023857258,0.000008658868,0.000040049734,0.000009494554,0.0000045343418,0.0010952816],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99538994,0.0032109641,0.00011238002,0.00018056473,0.0002910577,0.0008151297],"domain_scores_gemma":[0.9954716,0.002349213,0.0004975896,0.00016219913,0.00032159718,0.0011978393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038819662,0.0004037297,0.0003865125,0.000875328,0.0097508775,0.004066548,0.0009030096,0.0010686686,0.0019659596],"category_scores_gemma":[0.00505012,0.0003240819,0.00029407235,0.0006749951,0.0065478208,0.0029012053,0.004648908,0.001589259,0.00013581924],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009285414,0.000022502065,0.00610702,0.00003767618,0.000002233891,0.00039128843,0.9910614,0.000008055385,0.00025460144,0.00030207747,0.00016025951,0.0016436095],"study_design_scores_gemma":[8.020058e-7,0.000015332978,0.0020938541,0.000046454665,0.0000038193602,0.0000782406,0.9956,0.000014678656,0.00007672195,0.000032981778,0.0020335168,0.000003652768],"about_ca_topic_score_codex":0.04862217,"about_ca_topic_score_gemma":0.09642409,"teacher_disagreement_score":0.04862217,"about_ca_system_score_codex":0.003782612,"about_ca_system_score_gemma":0.0058430843,"threshold_uncertainty_score":0.09667832},"labels":[],"label_agreement":null},{"id":"W2964115885","doi":"10.15353/joci.v15i.3424","title":"Editorial: a time to pause","year":2019,"lang":"en","type":"editorial","venue":"The Journal of Community Informatics","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.0662709347242286,"score_gpt":0.41382195455982423,"score_spread":0.34755101983559566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964115885","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000022820263,0.0007680436,0.000081764134,0.031434912,0.9668033,0.000018542183,0.000020471914,0.000057867815,0.00079223776],"genre_scores_gemma":[0.00034840874,0.0012167863,0.00012633392,0.031011503,0.9596931,0.000027554883,0.000028192728,0.00006063071,0.007487508],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9896019,0.0018993794,0.0012438463,0.0011998696,0.0053187152,0.00073627656],"domain_scores_gemma":[0.94779795,0.01305628,0.0027549758,0.0019065588,0.026115697,0.008368563],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011515692,0.004320253,0.0035296215,0.0037662368,0.0055323495,0.0132460045,0.0040490385,0.017119352,0.027192602],"category_scores_gemma":[0.0640743,0.0012296173,0.002929629,0.0014289614,0.0039058453,0.008632254,0.002163982,0.02336137,0.028364113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021639118,0.000013109053,0.000024594692,0.000099491255,0.000010468994,0.000117874515,0.000014495985,0.000016879778,0.000041038697,0.00026403987,0.99651283,0.0028634758],"study_design_scores_gemma":[0.000062214116,0.000035845842,0.00019353662,0.0005160307,0.00003254346,0.0004769096,0.00008294886,0.00013758961,0.00013553338,0.0014832976,0.9968125,0.000030955554],"about_ca_topic_score_codex":0.001046018,"about_ca_topic_score_gemma":0.0030190484,"teacher_disagreement_score":0.027192602,"about_ca_system_score_codex":0.003849312,"about_ca_system_score_gemma":0.005561833,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2964178844","doi":"10.15353/joci.v15i.3425","title":"Social movement theory and the Italian radical community archives: A question of valence?","year":2019,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Italian Fascism and Post-war Society","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Epistemology; Politics; Sociology; Social movement; Discipline; Diversity (politics); Valence (chemistry); New social movements; Meaning (existential); Social science; Social psychology; Political science; Psychology; Law; Anthropology; Philosophy","score_opus":0.019544156996752812,"score_gpt":0.29733385794064343,"score_spread":0.2777897009438906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964178844","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24643604,0.006354432,0.0075820927,0.08346961,0.00072240486,0.00013871652,0.00009311157,0.00008729797,0.6551163],"genre_scores_gemma":[0.9875786,0.00086939393,0.0010072992,0.00082461414,0.00023824586,0.00007424083,0.000020878053,0.000026787862,0.00936001],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99587643,0.0027092393,0.00007967655,0.00027664678,0.00048936164,0.0005686494],"domain_scores_gemma":[0.995492,0.0027255453,0.00046582468,0.00049335364,0.00027648357,0.0005467446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0057790354,0.00039028339,0.00042262653,0.00379628,0.008849333,0.012879845,0.0014591675,0.0020251956,0.0046087913],"category_scores_gemma":[0.0077304123,0.0001911353,0.0003246023,0.0038705638,0.049003158,0.0065967115,0.0067642382,0.002443574,0.00036994088],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017736222,0.000017863485,0.0019804772,0.00009474654,0.00000396948,0.00014232678,0.15575226,0.000060098853,0.000062355575,0.82500744,0.0030458537,0.013814903],"study_design_scores_gemma":[0.000034768764,0.000067000394,0.011775709,0.00069118215,0.00001650226,0.0005127371,0.32536322,0.0004603603,0.0002630459,0.3840962,0.27668452,0.000034782028],"about_ca_topic_score_codex":0.009265058,"about_ca_topic_score_gemma":0.018055996,"teacher_disagreement_score":0.012879845,"about_ca_system_score_codex":0.009798679,"about_ca_system_score_gemma":0.0066138203,"threshold_uncertainty_score":0.07109469},"labels":[],"label_agreement":null},{"id":"W2964257286","doi":"10.15353/joci.v15i.3429","title":"Building communities, bridging divides: Community technology centers and social capital","year":2019,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Social capital; The Internet; Attendance; Reciprocity (cultural anthropology); Business; Context (archaeology); Public relations; Marketing; Sociology; Economic growth; Political science; World Wide Web; Geography; Computer science; Economics; Social science","score_opus":0.03700760751488262,"score_gpt":0.31562760595172945,"score_spread":0.2786199984368468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964257286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95838886,0.00054132205,0.003972155,0.0030659738,0.000031201416,0.00005961221,0.00006371484,0.000025107578,0.033852067],"genre_scores_gemma":[0.9990845,0.0000878604,0.00038029448,0.000057632955,0.000007860692,0.000010986223,0.000011014895,0.0000022449315,0.00035753343],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99701536,0.0017351528,0.00006772694,0.00031844966,0.0003482212,0.0005150746],"domain_scores_gemma":[0.98951507,0.0036274723,0.002499899,0.0005682932,0.00050181674,0.0032874276],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024093473,0.00029501788,0.00022896007,0.0024889815,0.004221076,0.004126266,0.0007121446,0.0008773165,0.00431857],"category_scores_gemma":[0.009221178,0.00022040536,0.00019067222,0.0016006297,0.0069807093,0.0054907035,0.0079475185,0.00092719146,0.00022315983],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021629725,0.0010384057,0.40417212,0.00023468751,0.00018544571,0.000917304,0.19814178,0.0013014653,0.0011515706,0.19505522,0.006486991,0.1910987],"study_design_scores_gemma":[0.00010142833,0.0006169645,0.43104747,0.0006692668,0.00011435772,0.0007746931,0.3380634,0.0057517923,0.001009911,0.15776904,0.0639462,0.00013545883],"about_ca_topic_score_codex":0.0047044256,"about_ca_topic_score_gemma":0.009502955,"teacher_disagreement_score":0.0047044256,"about_ca_system_score_codex":0.001872519,"about_ca_system_score_gemma":0.0023111326,"threshold_uncertainty_score":0.014447033},"labels":[],"label_agreement":null},{"id":"W2969388519","doi":"10.15353/joci.v15i.3426","title":"May They Reminisce Over You: On The Potential of Archives as Homespace","year":2019,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Citizen journalism; Resistance (ecology); Sociology; Participatory culture; Oral history; Cultural heritage; Participatory action research; Media studies; Visual arts; Political science; Law; Art; Anthropology","score_opus":0.02532582205538591,"score_gpt":0.22391892662157623,"score_spread":0.1985931045661903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969388519","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33585542,0.021991584,0.014175893,0.135862,0.0016596698,0.00020102116,0.00016846527,0.00022635951,0.48985958],"genre_scores_gemma":[0.95747524,0.007169981,0.0031739196,0.0047162743,0.00033631778,0.00014763032,0.00003157008,0.00012607539,0.026822852],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99339396,0.0055201044,0.00006652027,0.00027445256,0.00036614545,0.0003788189],"domain_scores_gemma":[0.99191403,0.0058453227,0.00036617837,0.00077417336,0.00047659292,0.0006235721],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0075955894,0.00039951422,0.00029077008,0.0011138698,0.0174057,0.017157938,0.0016860651,0.0024568804,0.01194677],"category_scores_gemma":[0.009387662,0.00034426767,0.00034434922,0.0011113108,0.026796248,0.023477772,0.011069017,0.004062637,0.0013095503],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008633082,0.000064190506,0.0016256266,0.000187816,0.000009648848,0.00083486584,0.6184349,0.000071579634,0.0002948157,0.33111432,0.012840312,0.03443562],"study_design_scores_gemma":[0.000017780276,0.00005107772,0.00065664545,0.0006985416,0.000019652854,0.0006529534,0.65660584,0.00013705723,0.00061148446,0.03906049,0.30146268,0.000025815163],"about_ca_topic_score_codex":0.0053745406,"about_ca_topic_score_gemma":0.013576786,"teacher_disagreement_score":0.0174057,"about_ca_system_score_codex":0.0038148218,"about_ca_system_score_gemma":0.003822698,"threshold_uncertainty_score":0.040169775},"labels":[],"label_agreement":null},{"id":"W2972411886","doi":"10.15353/joci.v15i.3427","title":"The nature of ‘document work’, and its implications for radical community archives and their holdings","year":2019,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Italian Fascism and Post-war Society","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Unrest; Politics; Newspaper; Work (physics); TRACE (psycholinguistics); Meaning (existential); Public relations; History; Sociology; Media studies; Political science; Law; Epistemology; Engineering; Linguistics","score_opus":0.023511249238595662,"score_gpt":0.3030445126774306,"score_spread":0.27953326343883494,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972411886","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2899512,0.02041746,0.013853751,0.14531663,0.0013911545,0.00020420106,0.0001875043,0.00019761687,0.52848047],"genre_scores_gemma":[0.98608714,0.0018101948,0.0019344429,0.0018684965,0.00041549912,0.000106751046,0.000030977633,0.00009113032,0.0076553104],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9744762,0.018907972,0.00061844866,0.0015542031,0.0026300303,0.0018131649],"domain_scores_gemma":[0.9713118,0.020280182,0.0018774767,0.0029936698,0.001210508,0.0023264196],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.022372553,0.0004968937,0.00052018743,0.004675647,0.0275958,0.032441285,0.0032179814,0.004551773,0.005214775],"category_scores_gemma":[0.025167087,0.00046772312,0.00040313747,0.0059358473,0.1404975,0.017307239,0.016599543,0.007049776,0.00051620096],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022630238,0.000023024919,0.0010444435,0.00009952909,0.000004607145,0.00021187501,0.5641868,0.00003373568,0.00013482464,0.42224762,0.0022971854,0.009693682],"study_design_scores_gemma":[0.000025633779,0.00003371605,0.0019426327,0.00065653765,0.0000096799695,0.0005092516,0.6545204,0.00011681112,0.00022136308,0.10254165,0.23938967,0.00003268994],"about_ca_topic_score_codex":0.008638198,"about_ca_topic_score_gemma":0.009845718,"teacher_disagreement_score":0.9724042,"about_ca_system_score_codex":0.015416155,"about_ca_system_score_gemma":0.010179056,"threshold_uncertainty_score":0.118318796},"labels":[],"label_agreement":null},{"id":"W2991910547","doi":"10.15353/joci.v12i1.3241","title":"Community Mediation through ICTs: Seeking to Bridge Digital and Community Divides","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Mediation; Public relations; ICTS; Social capital; Information and Communications Technology; Implementation; Empirical research; Newspaper; Political science; Field (mathematics); Bridge (graph theory); Inclusion (mineral); Digital divide; Sociology; Economic growth; Business; Social science; Computer science; Advertising; Economics","score_opus":0.0620982524825546,"score_gpt":0.2858754157902272,"score_spread":0.22377716330767258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991910547","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56267947,0.004714272,0.06409523,0.020552771,0.0004417892,0.000652759,0.00008024575,0.00030823128,0.34647524],"genre_scores_gemma":[0.9861692,0.0007845654,0.006903926,0.0005940977,0.00006714527,0.00014210073,0.000024658435,0.000029432402,0.0052849115],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9934609,0.0046471762,0.00015365786,0.00045887547,0.00055081554,0.0007285782],"domain_scores_gemma":[0.9845843,0.0094010355,0.0015714258,0.0018664943,0.00085865764,0.0017180976],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006713472,0.0005148378,0.00038201318,0.0035650865,0.009851814,0.01083733,0.0018581279,0.0022469908,0.010585341],"category_scores_gemma":[0.017777009,0.00024187836,0.00046877895,0.0030002594,0.014220087,0.015890822,0.020715525,0.001763609,0.00087449147],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016950084,0.0005000194,0.019805703,0.00083750114,0.000069959584,0.001703002,0.29965496,0.0008622562,0.0026336068,0.3966856,0.0065229787,0.2705549],"study_design_scores_gemma":[0.00011545174,0.00034016068,0.008983969,0.0012943035,0.00008683503,0.001227604,0.40085107,0.0030231026,0.0022011774,0.31935036,0.2624456,0.00008043383],"about_ca_topic_score_codex":0.0019725452,"about_ca_topic_score_gemma":0.0035207977,"teacher_disagreement_score":0.01083733,"about_ca_system_score_codex":0.0022063565,"about_ca_system_score_gemma":0.005112167,"threshold_uncertainty_score":0.03550464},"labels":[],"label_agreement":null},{"id":"W3017343503","doi":"10.15353/joci.v6i3.2542","title":"e-Research Infrastructure and Community Research","year":2011,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Public health and occupational medicine","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Empowerment; Public relations; Stakeholder; Participatory action research; Knowledge management; Citizen journalism; Corporate governance; Business; Order (exchange); Sociology; Political science; Computer science","score_opus":0.3269118296052733,"score_gpt":0.5034865797348177,"score_spread":0.17657475012954438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017343503","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.035461433,0.0147217335,0.15826197,0.07803616,0.0013517797,0.00096561416,0.00023082351,0.0007465624,0.7102239],"genre_scores_gemma":[0.824708,0.012711168,0.07804247,0.004937949,0.0013272325,0.0016604256,0.00034718448,0.00034276288,0.075922795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.94845766,0.040680833,0.0015702988,0.0030309246,0.0044469675,0.0018134112],"domain_scores_gemma":[0.94100523,0.03848677,0.003934468,0.0095862355,0.0036535666,0.0033337306],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.02980886,0.00052808155,0.0006900363,0.0038178621,0.0052341446,0.013407798,0.003483229,0.004347626,0.018390553],"category_scores_gemma":[0.039609898,0.0005101249,0.00052598503,0.005230804,0.024650343,0.025700433,0.026580447,0.0033694266,0.003033285],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030509866,0.000063305204,0.0006573889,0.0005302669,0.00001507661,0.00021345894,0.00958623,0.0007019501,0.00020742374,0.922149,0.0056473953,0.06019792],"study_design_scores_gemma":[0.000043704076,0.00009609072,0.0009448525,0.0012771717,0.0000125938095,0.00040795756,0.012723842,0.00091243314,0.0003713922,0.55521905,0.42795488,0.00003591497],"about_ca_topic_score_codex":0.0018271087,"about_ca_topic_score_gemma":0.001511576,"teacher_disagreement_score":0.99651676,"about_ca_system_score_codex":0.004073657,"about_ca_system_score_gemma":0.009728922,"threshold_uncertainty_score":0.15764624},"labels":[],"label_agreement":null},{"id":"W3083690998","doi":"10.15353/joci.v16i0.3492","title":"Actionable Open Data","year":2020,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Open data; Work (physics); Public relations; Business; Publishing; Knowledge management; Political science; Computer science; World Wide Web; Engineering","score_opus":0.21334022403268835,"score_gpt":0.3872850421452193,"score_spread":0.17394481811253096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083690998","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0063276435,0.002230099,0.5243786,0.037425615,0.0056374283,0.001963423,0.041710738,0.029703561,0.35062295],"genre_scores_gemma":[0.17669788,0.007855818,0.4646077,0.014235084,0.0038966618,0.005182714,0.13413398,0.014055253,0.17933486],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.96521163,0.013125404,0.004016209,0.004323322,0.011467643,0.0018557119],"domain_scores_gemma":[0.8519993,0.047394924,0.006268047,0.072442725,0.01600186,0.005893105],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.032256164,0.0010557505,0.0010508242,0.006036094,0.0038658122,0.019518252,0.005662308,0.0054662847,0.06546579],"category_scores_gemma":[0.11855095,0.0011349813,0.0019834645,0.008211165,0.006041128,0.03140021,0.026189832,0.0067466637,0.034579612],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002993958,0.00018040524,0.0025275042,0.0015257134,0.00008236608,0.0006112746,0.004367806,0.0014222893,0.0025205454,0.56089526,0.23530413,0.19026333],"study_design_scores_gemma":[0.000019564406,0.00002323765,0.0004374201,0.00043885328,0.000014639976,0.00017087268,0.0009004701,0.0011134082,0.0011106016,0.1049796,0.89074963,0.00004173179],"about_ca_topic_score_codex":0.0032795148,"about_ca_topic_score_gemma":0.0031679526,"teacher_disagreement_score":0.9943377,"about_ca_system_score_codex":0.0029045318,"about_ca_system_score_gemma":0.010438233,"threshold_uncertainty_score":0.21900487},"labels":[],"label_agreement":null},{"id":"W3083974518","doi":"10.15353/joci.v2i2.2085","title":"The Participant-Observer in Community-based Learning as Community Bard","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Participant observation; Observer (physics); Psychology; Artificial intelligence; Sociology; Computer science; Social science; Physics","score_opus":0.14282895847847402,"score_gpt":0.4095027368214573,"score_spread":0.26667377834298334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3083974518","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24453282,0.0018925513,0.5195026,0.07403999,0.0030458984,0.002200511,0.00016731278,0.00059998897,0.15401825],"genre_scores_gemma":[0.9542803,0.00023657792,0.03234554,0.001580921,0.00016471319,0.00094614923,0.000032316868,0.00011950033,0.010293947],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.86535895,0.12351839,0.00085855613,0.005334352,0.0032591824,0.0016704743],"domain_scores_gemma":[0.92467254,0.057319406,0.0031744782,0.005062947,0.0046367967,0.0051337974],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.084436454,0.0008525187,0.0007168623,0.0016705204,0.014094577,0.0110143805,0.003920683,0.0076706894,0.0077425945],"category_scores_gemma":[0.10538726,0.0010204581,0.0006149702,0.0009913992,0.04876033,0.017551467,0.014645256,0.0072406773,0.0013406549],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002357554,0.00019550971,0.0033711386,0.00025393392,0.000016518747,0.00084660464,0.7011566,0.00047635986,0.0020366625,0.2700472,0.0038993037,0.017464384],"study_design_scores_gemma":[0.00023969018,0.00058700243,0.0016199808,0.0007609529,0.00004734063,0.0013462709,0.52041143,0.0064358637,0.0030700874,0.22015813,0.24514759,0.00017562325],"about_ca_topic_score_codex":0.0026622834,"about_ca_topic_score_gemma":0.0028871517,"teacher_disagreement_score":0.084436454,"about_ca_system_score_codex":0.0030511953,"about_ca_system_score_gemma":0.004587442,"threshold_uncertainty_score":0.44654799},"labels":[],"label_agreement":null},{"id":"W3111955754","doi":"10.15353/joci.v10i1.2667","title":"Engaging Stakeholders: The First Step to Increasing Digital Inclusion","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Stakeholder engagement; Inclusion (mineral); Stakeholder; Digital inclusion; Process (computing); Public engagement; Public relations; Business; Political science; Sociology; The Internet; Computer science; World Wide Web","score_opus":0.05640010956310996,"score_gpt":0.2426933085923285,"score_spread":0.18629319902921854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111955754","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11434935,0.004143633,0.093442336,0.4276323,0.0032038745,0.002281449,0.00021317841,0.0011422067,0.35359162],"genre_scores_gemma":[0.8110819,0.0028536466,0.08927658,0.04305714,0.00092352583,0.0022575357,0.00022531724,0.00049235264,0.049831945],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.95516723,0.028280804,0.0012457483,0.0021232788,0.009227198,0.003955734],"domain_scores_gemma":[0.95597655,0.016319219,0.0023019135,0.003920309,0.00811782,0.013364216],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.033756495,0.0010929087,0.0009280793,0.0022252093,0.017346771,0.018924193,0.0032881345,0.0086728325,0.02394899],"category_scores_gemma":[0.053778637,0.00073778845,0.0010155389,0.0013753886,0.009440378,0.029504454,0.04715679,0.010314038,0.006461071],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002112003,0.0011621822,0.013697066,0.0027100039,0.00012924963,0.0021732,0.28777105,0.00041113427,0.013390871,0.22282326,0.07289365,0.3826272],"study_design_scores_gemma":[0.000042613636,0.00042933732,0.0040409355,0.0025747933,0.000051705647,0.00079630484,0.17586939,0.00039721015,0.004845071,0.09080016,0.7200554,0.000097036995],"about_ca_topic_score_codex":0.004100439,"about_ca_topic_score_gemma":0.0061337473,"teacher_disagreement_score":0.033756495,"about_ca_system_score_codex":0.004795766,"about_ca_system_score_gemma":0.027059095,"threshold_uncertainty_score":0.17852354},"labels":[],"label_agreement":null},{"id":"W3113964781","doi":"10.15353/joci.v16i0.3473","title":"Refugees and social media in a digital society","year":2020,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Refugee; Social media; Social connectedness; Qualitative research; Public relations; Psychological intervention; Sociology; Political science; Social psychology; Psychology; Social science","score_opus":0.05628280208656437,"score_gpt":0.32681540496824923,"score_spread":0.27053260288168485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113964781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8403181,0.014529212,0.001241093,0.03327706,0.00058925134,0.00008366827,0.00016842628,0.000041014875,0.10975227],"genre_scores_gemma":[0.97868675,0.00921394,0.00072356226,0.0019310769,0.00013666393,0.000050470895,0.000049042694,0.000017479673,0.009191047],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99820185,0.0011234803,0.00008855012,0.00010754028,0.00020081573,0.0002777705],"domain_scores_gemma":[0.99761224,0.0010884359,0.000446344,0.00012728272,0.00013079403,0.00059489487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020321393,0.0002741492,0.00032090285,0.0014710824,0.0054743295,0.008883535,0.00041991784,0.0011768608,0.0072347806],"category_scores_gemma":[0.0033351234,0.0002635266,0.00025836655,0.0018148792,0.008823244,0.0073416727,0.008195298,0.0014381113,0.00055958424],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110434026,0.00014555996,0.045120183,0.0007503325,0.00004798772,0.007613712,0.76242924,0.00014565758,0.0017575113,0.08675185,0.013074399,0.08205313],"study_design_scores_gemma":[0.000013079376,0.00008836341,0.014635438,0.0010159103,0.000016974855,0.0022697088,0.8220871,0.000056592402,0.00017537286,0.0048157037,0.1547873,0.000038521808],"about_ca_topic_score_codex":0.008848626,"about_ca_topic_score_gemma":0.015818873,"teacher_disagreement_score":0.008883535,"about_ca_system_score_codex":0.0014097227,"about_ca_system_score_gemma":0.0021906851,"threshold_uncertainty_score":0.024202764},"labels":[],"label_agreement":null},{"id":"W3115274465","doi":"10.15353/joci.v16i0.3494","title":"ICT Framework to Support a Patient-Centric approach in Public Healthcare","year":2020,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; eHealth; mHealth; Psychological intervention; Health care; Business; Knowledge management; Developing country; Public health; Public relations; Medicine; Nursing; Economic growth; Computer science; Political science; World Wide Web","score_opus":0.14627595249663966,"score_gpt":0.4178460518601366,"score_spread":0.27157009936349696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3115274465","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04786277,0.004234624,0.5886617,0.07388291,0.0009775937,0.008471858,0.0013225618,0.0012445925,0.27334145],"genre_scores_gemma":[0.38510278,0.003930264,0.57866544,0.0047077495,0.00019246343,0.0057641543,0.0014743776,0.00012117004,0.020041658],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9909004,0.0059118196,0.00084075716,0.00044792533,0.0009134548,0.0009856431],"domain_scores_gemma":[0.9922232,0.0037866503,0.0005581811,0.0004459597,0.0017472929,0.0012387752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011451355,0.0010081346,0.00042200592,0.003822691,0.00392162,0.008423537,0.0023011982,0.0043086736,0.0052616256],"category_scores_gemma":[0.009693474,0.00045093952,0.0013558561,0.002907946,0.005829019,0.0062739886,0.0074500726,0.0036248942,0.0015296821],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059670838,0.0003534819,0.0035863793,0.0015642723,0.000033569937,0.0013465119,0.025433568,0.009472788,0.0019965044,0.85864425,0.018138148,0.07937091],"study_design_scores_gemma":[0.0000808684,0.00025442574,0.0042872154,0.0056627225,0.000108543274,0.0014211395,0.03318527,0.01971624,0.0019647444,0.18763132,0.7455591,0.00012845361],"about_ca_topic_score_codex":0.015048868,"about_ca_topic_score_gemma":0.017691778,"teacher_disagreement_score":0.015048868,"about_ca_system_score_codex":0.009722437,"about_ca_system_score_gemma":0.03322043,"threshold_uncertainty_score":0.07054156},"labels":[],"label_agreement":null},{"id":"W3117263389","doi":"10.15353/joci.v2i2.2090","title":"Communities, Learning and Democracy in the Digital Age","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"E-Government and Public Services","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Democracy; Citizen journalism; Participatory democracy; Politics; Context (archaeology); Sociology; Public relations; Political science; Participatory design; Knowledge management; Internet privacy; Computer science; World Wide Web; Engineering; Geography","score_opus":0.028113004607956724,"score_gpt":0.28615991389391804,"score_spread":0.2580469092859613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117263389","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2027675,0.029584777,0.051112596,0.07111091,0.00065926416,0.00015024326,0.000094856696,0.00019049415,0.64432937],"genre_scores_gemma":[0.9817269,0.0038913025,0.0041785985,0.0009004729,0.00023218252,0.000056142857,0.000019437122,0.00001481698,0.008980177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967899,0.002137888,0.00008239753,0.0002264175,0.00041018115,0.00035330062],"domain_scores_gemma":[0.99485105,0.003179883,0.00055505685,0.0003946282,0.00027943728,0.0007399724],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033454308,0.0002854616,0.00033465994,0.0020194799,0.005229861,0.008330384,0.0006260465,0.0021883599,0.0044032494],"category_scores_gemma":[0.005460088,0.00013612158,0.0001896778,0.0015908297,0.027124766,0.011373735,0.007961253,0.0016698462,0.00039843522],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013759609,0.000019174546,0.0006846389,0.000070110495,0.0000049401606,0.00007146657,0.0071964003,0.0004635369,0.0000768903,0.96465045,0.001387757,0.025360862],"study_design_scores_gemma":[0.000013277425,0.000021937169,0.0004929064,0.00012299587,0.000003400653,0.00007940181,0.005845534,0.00044081695,0.00008167672,0.93569106,0.05719694,0.000009976134],"about_ca_topic_score_codex":0.003340717,"about_ca_topic_score_gemma":0.004490486,"teacher_disagreement_score":0.008330384,"about_ca_system_score_codex":0.002722704,"about_ca_system_score_gemma":0.0032845032,"threshold_uncertainty_score":0.019754767},"labels":[],"label_agreement":null},{"id":"W3117446845","doi":"10.15353/joci.v16i0.3496","title":"Bridging the Digital Divide in a Remote Elementary School","year":2020,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Graduate College, University of Illinois at Urbana-Champaign; University of Illinois at Urbana-Champaign","keywords":"Laptop; Bridging (networking); Mathematics education; Work (physics); Digital divide; Sociology; Multimedia; Pedagogy; Computer science; Psychology; The Internet; Engineering; World Wide Web; Computer security","score_opus":0.03893981787882117,"score_gpt":0.29183269782516885,"score_spread":0.2528928799463477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117446845","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95272464,0.0006599204,0.001593769,0.009048961,0.0001112544,0.00008042508,0.000018816447,0.000031154836,0.035730943],"genre_scores_gemma":[0.99501014,0.0002621097,0.00047958497,0.00055221346,0.000020349362,0.000035560486,0.000008775771,0.000013154896,0.0036181556],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9919471,0.0044893296,0.00020359292,0.00067543215,0.0007601892,0.0019243436],"domain_scores_gemma":[0.99532074,0.0019746027,0.0005828479,0.00031464003,0.0002089787,0.0015982229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042874897,0.0006923774,0.0009220541,0.0023738681,0.032939307,0.007679086,0.0029309944,0.0035213246,0.009208574],"category_scores_gemma":[0.0059306505,0.00057250535,0.0006508069,0.0017493464,0.019902645,0.009717728,0.019832654,0.006287396,0.000642312],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004054897,0.00037682842,0.008589574,0.0001482596,0.000011516266,0.008990218,0.9454536,0.00011865702,0.0004689513,0.021310963,0.001891171,0.012599748],"study_design_scores_gemma":[0.000010709924,0.000054439875,0.0027689254,0.00020536949,0.000008213298,0.0008481233,0.97339803,0.00010605506,0.00015906984,0.002414374,0.020014064,0.000012515416],"about_ca_topic_score_codex":0.01329773,"about_ca_topic_score_gemma":0.03277182,"teacher_disagreement_score":0.032939307,"about_ca_system_score_codex":0.0054825107,"about_ca_system_score_gemma":0.0058838935,"threshold_uncertainty_score":0.03977859},"labels":[],"label_agreement":null},{"id":"W3117757764","doi":"10.15353/joci.v16i0.3489","title":"An analysis of the policies of Information and Communication Technologies for Agriculture in Mali","year":2020,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Centre National pour la Recherche Scientifique et Technique","keywords":"Information and Communications Technology; Promotion (chess); Agriculture; Business; ICTS; Productivity; Agricultural productivity; Agricultural communication; Economic growth; Public relations; Political science; Marketing; Economics; Geography","score_opus":0.029485851841228594,"score_gpt":0.2690592788661185,"score_spread":0.23957342702488993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117757764","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9617043,0.0014870191,0.00057571457,0.0075263595,0.000017531012,0.00012695004,0.00030945404,0.000009156429,0.028243477],"genre_scores_gemma":[0.995628,0.00097080297,0.00042663852,0.00027299084,0.000005652629,0.00007872782,0.00009247601,0.0000038542657,0.0025208562],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99837106,0.00067303487,0.00009185923,0.000097405384,0.00024763797,0.00051902863],"domain_scores_gemma":[0.9946262,0.0036078596,0.00092084287,0.000104281244,0.00052279193,0.00021806662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020210354,0.00014906489,0.00016560998,0.0016024077,0.0018541021,0.0033902265,0.0004894226,0.0007570667,0.0029050813],"category_scores_gemma":[0.005391237,0.00018948546,0.00013115129,0.003503935,0.0014439684,0.0013074757,0.0012988892,0.0007755868,0.00019643646],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004595427,0.00052428094,0.24820094,0.002912028,0.000105041356,0.007197608,0.20436466,0.0080501335,0.0071356776,0.37129667,0.009528361,0.14022498],"study_design_scores_gemma":[0.000024557221,0.0002355409,0.41384774,0.0015562684,0.00006731564,0.0007697287,0.3764828,0.0062137214,0.004219743,0.009449934,0.1870729,0.000059700207],"about_ca_topic_score_codex":0.01976233,"about_ca_topic_score_gemma":0.027708633,"teacher_disagreement_score":0.021183206,"about_ca_system_score_codex":0.021183206,"about_ca_system_score_gemma":0.009508441,"threshold_uncertainty_score":0.15369564},"labels":[],"label_agreement":null},{"id":"W3122950936","doi":"10.15353/joci.v13i1.3297","title":"Local Economic Impacts of Investments in Community Technology Centers: An Empirical Investigation","year":2017,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Disadvantaged; Demographics; Bridging (networking); Digital divide; Business; Community economic development; Broadband; Economic impact analysis; Economic growth; Demographic economics; Economics; Telecommunications; Information and Communications Technology; Demography; Political science; Engineering; Sociology","score_opus":0.044987500208080504,"score_gpt":0.3170413645929873,"score_spread":0.2720538643849068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122950936","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967879,0.00008398558,0.00011995437,0.00025015973,0.00000260117,0.000032404256,0.00020265392,0.0000036044753,0.0025167842],"genre_scores_gemma":[0.99897814,0.00010878886,0.000073407275,0.000030813662,0.0000054675274,0.000021317757,0.00017364079,0.0000018569534,0.0006064663],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976419,0.0010270712,0.000081606435,0.00018253861,0.00041915453,0.0006477842],"domain_scores_gemma":[0.9795511,0.009537276,0.0048750923,0.00061735185,0.002230262,0.003188962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020167448,0.00020608166,0.00041863046,0.0013488078,0.001325165,0.002014995,0.0009008671,0.0005322301,0.006196936],"category_scores_gemma":[0.012795853,0.00019762339,0.00031460018,0.002691073,0.0012418494,0.00142968,0.002114849,0.0013650696,0.00049058255],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026482512,0.0017907758,0.9763283,0.000076806486,0.00013639702,0.0005723202,0.0016353204,0.002872004,0.00015501538,0.0021284302,0.0014609608,0.012578768],"study_design_scores_gemma":[0.000028065413,0.00040367816,0.9730042,0.000090390524,0.0001178882,0.000093457566,0.020210134,0.0032005983,0.0001831366,0.0005840318,0.0020651375,0.000019255827],"about_ca_topic_score_codex":0.031458683,"about_ca_topic_score_gemma":0.061728124,"teacher_disagreement_score":0.031458683,"about_ca_system_score_codex":0.0033488588,"about_ca_system_score_gemma":0.0023318534,"threshold_uncertainty_score":0.06255114},"labels":[],"label_agreement":null},{"id":"W3128945676","doi":"10.15353/joci.v16i0.3470","title":"Lessons from the field: What researchers learned from evaluating ICT platforms for rural development and education","year":2020,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Canadian Society of Intestinal Research","funders":"","keywords":"Information and Communications Technology; Field (mathematics); Citizen journalism; Work (physics); Knowledge management; Software deployment; Qualitative research; Engineering management; Public relations; Engineering; Computer science; Sociology; Political science; World Wide Web; Social science","score_opus":0.2968789078914764,"score_gpt":0.4131604285167086,"score_spread":0.11628152062523217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3128945676","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72366846,0.012916381,0.042248033,0.16795897,0.0019701328,0.0025409642,0.00020751772,0.00027785258,0.04821167],"genre_scores_gemma":[0.9459252,0.00832875,0.024685884,0.014050263,0.00026975895,0.0010406718,0.000085526095,0.00022791499,0.0053860648],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.894662,0.08609254,0.0030817215,0.0040442687,0.0068002664,0.0053192256],"domain_scores_gemma":[0.84966487,0.10493843,0.004889387,0.0074977144,0.025280751,0.0077288],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.10374896,0.0011093783,0.0014460434,0.0032533603,0.008002929,0.016640544,0.00402385,0.004780394,0.0023422118],"category_scores_gemma":[0.15460108,0.0010639522,0.0009175316,0.0032381804,0.015565472,0.022559127,0.010758192,0.008303506,0.00078616134],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000074952084,0.00048597023,0.0074198004,0.0018534453,0.000047071182,0.0009703595,0.8559986,0.0002995654,0.0013422664,0.008598098,0.0068319635,0.116077885],"study_design_scores_gemma":[0.00003649564,0.00055647857,0.0021874658,0.0025382645,0.00004274458,0.00032930763,0.9353557,0.00031992802,0.0012644888,0.00926688,0.04803526,0.000066895125],"about_ca_topic_score_codex":0.0053065238,"about_ca_topic_score_gemma":0.010007149,"teacher_disagreement_score":0.10374896,"about_ca_system_score_codex":0.010821976,"about_ca_system_score_gemma":0.020406542,"threshold_uncertainty_score":0.5486835},"labels":[],"label_agreement":null},{"id":"W3195736953","doi":"10.15353/joci.v14i1.3406","title":"The Online Lab","year":2018,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Family and Disability Support Research","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Autism; Videoconferencing; Social isolation; Psychology; Medical education; Isolation (microbiology); Applied psychology; Multimedia; Internet privacy; Computer science; Developmental psychology; Medicine; Psychotherapist","score_opus":0.10156726779467956,"score_gpt":0.4139478302090561,"score_spread":0.31238056241437656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195736953","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0063717132,0.0005187975,0.008234019,0.0073935585,0.0038536687,0.0005086486,0.0026799669,0.0051706037,0.965269],"genre_scores_gemma":[0.03794878,0.0006136054,0.0071089556,0.0048636035,0.0011414589,0.0006309079,0.0029024458,0.002146516,0.9426437],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968092,0.0009955241,0.00016580537,0.00046504327,0.0010041888,0.000560282],"domain_scores_gemma":[0.98978627,0.0013635523,0.00047374156,0.002298309,0.0021449828,0.0039331475],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002877159,0.00075328717,0.00044978317,0.0015375701,0.004296764,0.008622564,0.002462515,0.0018229983,0.5663693],"category_scores_gemma":[0.009784994,0.00040294882,0.00061553816,0.0013665817,0.001773797,0.009434912,0.012165775,0.0027102025,0.33871454],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001975928,0.00036147857,0.0010316133,0.00026630104,0.000007205875,0.00039526663,0.0027213432,0.000084311156,0.0013532888,0.035856746,0.7541391,0.2035857],"study_design_scores_gemma":[0.000007366753,0.000042338634,0.0004136678,0.000045987836,0.0000014978131,0.00010976121,0.00071144325,0.000044454035,0.00020285773,0.001233299,0.9971777,0.000009649553],"about_ca_topic_score_codex":0.0015676954,"about_ca_topic_score_gemma":0.0029826928,"teacher_disagreement_score":0.5663693,"about_ca_system_score_codex":0.0016187262,"about_ca_system_score_gemma":0.0032843112,"threshold_uncertainty_score":0.6185216},"labels":[],"label_agreement":null},{"id":"W3196126752","doi":"10.15353/joci.v16i0.3485","title":"Digital Justice","year":2020,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Digital literacy; Sociology; Digital divide; Situated; Critical consciousness; Literacy; Pedagogy; Engineering ethics; Knowledge management; Computer science; Information and Communications Technology; Engineering; World Wide Web; Artificial intelligence","score_opus":0.0801455468229679,"score_gpt":0.34557404955265597,"score_spread":0.2654285027296881,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3196126752","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014401085,0.0023018047,0.01836348,0.043803006,0.0014463759,0.00020859626,0.00018518236,0.00012004898,0.9191705],"genre_scores_gemma":[0.8020324,0.0022767729,0.008201942,0.035458654,0.0012542402,0.0005272761,0.0002810525,0.0002064445,0.14976124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9815654,0.006848268,0.0011642949,0.002913841,0.0048927623,0.002615506],"domain_scores_gemma":[0.985232,0.005372183,0.0013232927,0.0038727997,0.0025271329,0.0016725659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010212616,0.00054613873,0.0006847088,0.0018449409,0.010765355,0.016863655,0.0016192303,0.0055189175,0.019817464],"category_scores_gemma":[0.031067822,0.00027266573,0.00071823987,0.0017700318,0.026501097,0.011812637,0.015403118,0.0073468587,0.0031741867],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000965846,0.000024157147,0.00069025374,0.000054830736,0.0000074140967,0.00007985033,0.005334292,0.000077248034,0.00011730211,0.9627383,0.010937003,0.019929677],"study_design_scores_gemma":[0.000011281009,0.000037615093,0.0010397589,0.00034053435,0.000011900141,0.0002875452,0.007260914,0.00018589762,0.0003835554,0.43879735,0.55161846,0.000025221783],"about_ca_topic_score_codex":0.0029371937,"about_ca_topic_score_gemma":0.0031203465,"teacher_disagreement_score":0.019817464,"about_ca_system_score_codex":0.004960762,"about_ca_system_score_gemma":0.008228759,"threshold_uncertainty_score":0.06629604},"labels":[],"label_agreement":null},{"id":"W3215203669","doi":"10.15353/joci.v17i.3576","title":"Planning to maintain the status quo? A comparative study of digital equity plans of four large US cities","year":2021,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Equity (law); Status quo; Political science; Public relations; Public economics; Business; Public administration; Sociology; Economics; Law","score_opus":0.2550825445412913,"score_gpt":0.48068305992567306,"score_spread":0.22560051538438175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215203669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911547,0.00016811809,0.000107556174,0.001307621,0.000007705162,0.000024028477,0.00003459738,0.000004337627,0.007191333],"genre_scores_gemma":[0.9988708,0.00012304564,0.00007590836,0.00008901583,0.0000016569652,0.000023643333,0.000032510205,0.000005678129,0.0007776916],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99523854,0.0025121607,0.00016805998,0.0002687828,0.00059545407,0.0012169431],"domain_scores_gemma":[0.9919355,0.0043096663,0.0012816669,0.00049019087,0.0010948684,0.0008881544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006063111,0.00027087374,0.00051358604,0.0029181077,0.012561234,0.0077168504,0.0014664975,0.0011409721,0.004423518],"category_scores_gemma":[0.01584777,0.0005014137,0.00024625304,0.008290951,0.011491492,0.0066697593,0.007797861,0.002028469,0.00022296522],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011673478,0.00013953533,0.031419106,0.0001058903,0.000021066906,0.00041230876,0.92804796,0.0002731985,0.00027838498,0.024487458,0.0015175645,0.013180744],"study_design_scores_gemma":[0.000009549442,0.000039121845,0.024340741,0.000056641606,0.000011762201,0.000017515787,0.964228,0.00016327779,0.00009999272,0.000727601,0.010292863,0.000012973264],"about_ca_topic_score_codex":0.20363845,"about_ca_topic_score_gemma":0.36539122,"teacher_disagreement_score":0.20363845,"about_ca_system_score_codex":0.022418287,"about_ca_system_score_gemma":0.013706711,"threshold_uncertainty_score":0.40490627},"labels":[],"label_agreement":null},{"id":"W3215745080","doi":"10.15353/joci.v17i.3613","title":"Readily Available Digital Technologies in the Age of Pandemics","year":2021,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Supply Chain Resilience and Risk Management","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Extant taxon; Context (archaeology); Resilience (materials science); Pandemic; Set (abstract data type); Crisis management; Coronavirus disease 2019 (COVID-19); Emerging technologies; Exploratory research; Process (computing); Knowledge management; Business; Process management; Political science; Data science; Computer science; Sociology; Medicine; Geography","score_opus":0.031542751743879556,"score_gpt":0.24624671168083795,"score_spread":0.2147039599369584,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3215745080","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12955551,0.035509538,0.028025335,0.31363845,0.001718034,0.00016183108,0.00039893462,0.00022619653,0.49076617],"genre_scores_gemma":[0.9529722,0.021319998,0.0055591827,0.0069710016,0.00088157103,0.00009112595,0.00009824418,0.00005497713,0.012051728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9967583,0.0020882955,0.00012523268,0.00018926151,0.00048871787,0.00035022735],"domain_scores_gemma":[0.9910692,0.005824847,0.0010753265,0.0005360083,0.0007265272,0.0007681344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047565564,0.00046010784,0.00027938295,0.0030531045,0.005649602,0.012998241,0.0010138274,0.0050011645,0.008918403],"category_scores_gemma":[0.013808139,0.00030233918,0.00028680376,0.0030422038,0.0120651685,0.023041375,0.009330301,0.0040914975,0.0010786046],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000453467,0.000035826553,0.0025869394,0.00024332797,0.000009074738,0.0015256598,0.043096337,0.0008330702,0.0002523237,0.8883164,0.014414493,0.0486412],"study_design_scores_gemma":[0.0000141092,0.00005818028,0.0020268674,0.001284478,0.000010881513,0.0017021494,0.101639844,0.0013707521,0.0003684331,0.41485953,0.47660953,0.00005525656],"about_ca_topic_score_codex":0.0035227737,"about_ca_topic_score_gemma":0.0029009818,"teacher_disagreement_score":0.012998241,"about_ca_system_score_codex":0.0042737764,"about_ca_system_score_gemma":0.0032589657,"threshold_uncertainty_score":0.031008542},"labels":[],"label_agreement":null},{"id":"W3216681840","doi":"10.15353/joci.v17i.3519","title":"Ethics in Social Design: Definitions, Models, and Perspectives","year":2021,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Equity (law); Function (biology); Knowledge management; Engineering ethics; Wonder; Information technology; Sociology; Business; Public relations; Computer science; Engineering; Political science; Psychology; Social psychology; Law","score_opus":0.24915599807345665,"score_gpt":0.341760216594771,"score_spread":0.09260421852131437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216681840","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023714809,0.069462575,0.41805115,0.1408377,0.001760592,0.0004194834,0.00014712886,0.00016526594,0.3454412],"genre_scores_gemma":[0.8726355,0.029176172,0.078138284,0.0065514813,0.0018521531,0.0013620832,0.000088059234,0.00017469433,0.0100216055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.95249873,0.04056075,0.0010240759,0.0014168433,0.0034768106,0.0010227158],"domain_scores_gemma":[0.95901483,0.033466406,0.0023173457,0.0019879509,0.0018952888,0.0013182776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.029437821,0.001780393,0.0016450587,0.006946564,0.006653506,0.01622509,0.003312103,0.0074951565,0.0023639593],"category_scores_gemma":[0.01726515,0.0009815585,0.001200189,0.0060140905,0.10254253,0.01820564,0.008147223,0.0077030607,0.00048755915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000013359969,0.000005584978,0.000051670122,0.000030989762,0.0000019486247,0.000012594924,0.0017274673,0.00019907151,0.000008523509,0.9966415,0.0002917482,0.0010275218],"study_design_scores_gemma":[0.000006807333,0.000010304186,0.000057669735,0.00018642898,0.0000025120828,0.000052608186,0.0022591313,0.001012917,0.000031768257,0.97471285,0.021658659,0.000008309516],"about_ca_topic_score_codex":0.0034591604,"about_ca_topic_score_gemma":0.0019751189,"teacher_disagreement_score":0.029437821,"about_ca_system_score_codex":0.012867127,"about_ca_system_score_gemma":0.0072457623,"threshold_uncertainty_score":0.15568393},"labels":[],"label_agreement":null},{"id":"W3217710744","doi":"10.15353/joci.v17i.3490","title":"‘It is unbelievable how many come to us’:","year":2021,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Democracy; Function (biology); Public relations; Perspective (graphical); The Internet; Digital literacy; Community engagement; Digital inclusion; Universal design; Literacy; Political science; Civic engagement; Digital divide; Sociology; Business; Internet privacy; World Wide Web; Computer science; Politics; Pedagogy; Social science","score_opus":0.06294503445666406,"score_gpt":0.3479461532877311,"score_spread":0.28500111883106705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3217710744","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12904324,0.026572114,0.009055914,0.68231547,0.005283306,0.00008361066,0.00013971086,0.00013633617,0.14737035],"genre_scores_gemma":[0.8573008,0.008578683,0.0032311222,0.099940404,0.0015076136,0.00013517363,0.00009921312,0.0002381511,0.02896877],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98354155,0.010705625,0.0003296124,0.0018302978,0.001806986,0.0017859016],"domain_scores_gemma":[0.98431975,0.008745132,0.0014050197,0.0009771799,0.002396983,0.0021559142],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012917431,0.00066179584,0.0008809755,0.0015474225,0.025155034,0.021707326,0.0017035876,0.008760896,0.00927269],"category_scores_gemma":[0.03947086,0.0007607786,0.00052786997,0.00229884,0.04729988,0.04752365,0.011199234,0.013091519,0.0031648972],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008607673,0.00003862818,0.0051243883,0.00028418694,0.000024923438,0.00091793464,0.7029749,0.00007756683,0.0003825565,0.19022697,0.056967277,0.042894483],"study_design_scores_gemma":[0.0000132432315,0.000033446682,0.0019942913,0.0005193009,0.00001549459,0.001200308,0.4422565,0.00013786215,0.00027610626,0.1090992,0.4443882,0.00006606352],"about_ca_topic_score_codex":0.010921406,"about_ca_topic_score_gemma":0.016151432,"teacher_disagreement_score":0.025155034,"about_ca_system_score_codex":0.0058066985,"about_ca_system_score_gemma":0.0071566836,"threshold_uncertainty_score":0.06831473},"labels":[],"label_agreement":null},{"id":"W4205532745","doi":"10.15353/joci.v18i1.4427","title":"Lessons Learned: The Multifaceted Field of (Digital) Neighborhood Development","year":2022,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Process (computing); Individualism; Field (mathematics); Sustainable development; Knowledge management; Process management; Computer science; Business; Engineering; Political science; Mathematics","score_opus":0.045653534022765986,"score_gpt":0.2650381615912289,"score_spread":0.21938462756846291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205532745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48405108,0.025423435,0.042774864,0.35854328,0.0026652096,0.00061802374,0.0003901306,0.00024621753,0.08528779],"genre_scores_gemma":[0.9290648,0.013669735,0.038351342,0.009015876,0.00020683857,0.00025614453,0.00015335987,0.00007810552,0.009203834],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9934062,0.004130621,0.00020219805,0.00065445167,0.000811393,0.0007951687],"domain_scores_gemma":[0.9894315,0.006130953,0.0003414959,0.00073117856,0.0014153675,0.0019494628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011541323,0.00048362682,0.00056459534,0.0011633465,0.0046803737,0.007283579,0.0023827155,0.0017745856,0.0052233906],"category_scores_gemma":[0.008990602,0.00028336418,0.0005652377,0.0014726011,0.00510888,0.007593746,0.0077994107,0.0032794927,0.000479795],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014714274,0.00059903186,0.03313577,0.0031319032,0.000071424576,0.0033972114,0.13819236,0.002096601,0.0016034883,0.1919626,0.030372936,0.5952895],"study_design_scores_gemma":[0.00003514167,0.00039660512,0.0237518,0.004435472,0.000046051966,0.0017401831,0.56418306,0.0019402356,0.0013468694,0.0852783,0.3167548,0.00009144738],"about_ca_topic_score_codex":0.010779837,"about_ca_topic_score_gemma":0.03727058,"teacher_disagreement_score":0.011541323,"about_ca_system_score_codex":0.004815398,"about_ca_system_score_gemma":0.011430235,"threshold_uncertainty_score":0.061037064},"labels":[],"label_agreement":null},{"id":"W4212969177","doi":"10.15353/joci.v18i1.4749","title":"impact of the pandemic on communication between local government and citizens in a small village in Tuscany","year":2022,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Local government; Public relations; Context (archaeology); Government (linguistics); Face-to-face; Face-to-face interaction; Politics; Political science; Mediation; Face (sociological concept); Sociology; Public administration; Geography; Social science","score_opus":0.04320724377937758,"score_gpt":0.3230803029253523,"score_spread":0.2798730591459747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212969177","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99797076,0.000054160024,0.000019641722,0.00036235474,0.00000710068,0.000012424604,0.000011076417,0.000003212058,0.0015591922],"genre_scores_gemma":[0.9992372,0.00004188775,0.00002414766,0.000073047966,0.000009531444,0.00001366868,0.00001055547,0.000001760178,0.00058826734],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99817574,0.0011091854,0.000021735756,0.00009122984,0.000084461964,0.0005176407],"domain_scores_gemma":[0.9972364,0.0014240971,0.00033425423,0.000112342546,0.00012335651,0.00076948415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013776165,0.00024792616,0.0003352293,0.00076985947,0.007213052,0.0024421168,0.00069786445,0.00093729625,0.0049811113],"category_scores_gemma":[0.0034254605,0.00024163723,0.00018171969,0.00090075907,0.0076541817,0.0009667336,0.003985566,0.0012435231,0.00029389214],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022350758,0.0002755679,0.083205394,0.0001666287,0.0000139502645,0.014969243,0.88314337,0.0001678344,0.0020633189,0.0012707006,0.0015998308,0.012900645],"study_design_scores_gemma":[0.00001849673,0.000303789,0.19523992,0.00009029855,0.000015029463,0.0007616823,0.79704016,0.00011631731,0.00020931127,0.00019001332,0.005992847,0.000022127555],"about_ca_topic_score_codex":0.054827016,"about_ca_topic_score_gemma":0.102498986,"teacher_disagreement_score":0.054827016,"about_ca_system_score_codex":0.0061027166,"about_ca_system_score_gemma":0.0027579095,"threshold_uncertainty_score":0.10901576},"labels":[],"label_agreement":null},{"id":"W4213100997","doi":"10.15353/joci.v18i1.4712","title":"Surfacing Human Service Organizations’ Data Use Practices: Toward a Critical Performance Measurement Framework","year":2022,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Community Health and Development","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Knowledge management; Salient; Service (business); Human services; Tracking (education); Computer science; Data science; Public relations; Business; Political science; Psychology; Marketing; Artificial intelligence","score_opus":0.5055708773951803,"score_gpt":0.4989938941279073,"score_spread":0.006576983267272962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213100997","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.092503786,0.010227927,0.65403455,0.15013655,0.0011989649,0.0059279217,0.0006531871,0.00076924765,0.084547825],"genre_scores_gemma":[0.70899403,0.0030425272,0.27438036,0.0059565157,0.00048198662,0.005271087,0.00029413926,0.0002742966,0.0013050328],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.6773056,0.25735477,0.019470016,0.014650399,0.023862928,0.0073562614],"domain_scores_gemma":[0.45035583,0.413987,0.041900076,0.027674705,0.056373943,0.009708403],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.33664957,0.0032165362,0.0022118536,0.04608282,0.018801013,0.050546177,0.009742809,0.007708734,0.0019086946],"category_scores_gemma":[0.3016273,0.0021255407,0.0015016834,0.022037977,0.122471616,0.059967864,0.028768415,0.014635442,0.0005240818],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000734901,0.00033883276,0.02895773,0.0017404712,0.00014335601,0.0003191969,0.27413845,0.0019048969,0.00067400717,0.61680776,0.005255688,0.06964611],"study_design_scores_gemma":[0.000049923918,0.00031401968,0.012643397,0.0060715764,0.00008264531,0.0003102285,0.3583603,0.0056632105,0.0013460286,0.541838,0.073074624,0.00024608616],"about_ca_topic_score_codex":0.020868208,"about_ca_topic_score_gemma":0.01139519,"teacher_disagreement_score":0.33664957,"about_ca_system_score_codex":0.041797806,"about_ca_system_score_gemma":0.06415077,"threshold_uncertainty_score":0.81802917},"labels":[],"label_agreement":null},{"id":"W4214812164","doi":"10.15353/joci.v18i1.4679","title":"Constructing Household Routines with the Internet","year":2022,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"The Internet; Business; Household income; Digital divide; Low income; Internet access; Public economics; Marketing; Demographic economics; Economic growth; Economics; Geography; Computer science","score_opus":0.053652161017743095,"score_gpt":0.2854451853899271,"score_spread":0.231793024372184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214812164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84835595,0.00055608654,0.028521752,0.0025582323,0.00004377302,0.00012450213,0.00021728226,0.00024027315,0.11938211],"genre_scores_gemma":[0.98514855,0.00038903963,0.008571418,0.00010498968,0.000011286872,0.000043802036,0.00012195869,0.000027859453,0.005581094],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99928623,0.00041991746,0.0000369214,0.00009864259,0.00007381805,0.00008447944],"domain_scores_gemma":[0.999052,0.0002965973,0.0001571828,0.00017448298,0.0001236635,0.00019609607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008761028,0.00022447073,0.00017360969,0.00096843677,0.0017223778,0.0038442085,0.0006867426,0.00045679574,0.0052721133],"category_scores_gemma":[0.0030865474,0.00020195279,0.00018966694,0.00067152735,0.002325739,0.0028968002,0.003235128,0.00053772825,0.0008043396],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001054727,0.00038664,0.15134624,0.0003335869,0.00008095121,0.0013516288,0.3211361,0.0023961712,0.0031408872,0.100470155,0.009668762,0.40958336],"study_design_scores_gemma":[0.000022587406,0.00035327693,0.1566332,0.00071559293,0.00008158665,0.0012262092,0.4670638,0.00545868,0.0020819015,0.119616434,0.2466382,0.000108520195],"about_ca_topic_score_codex":0.0035365769,"about_ca_topic_score_gemma":0.0047353418,"teacher_disagreement_score":0.0052721133,"about_ca_system_score_codex":0.00093477557,"about_ca_system_score_gemma":0.001093893,"threshold_uncertainty_score":0.017637014},"labels":[],"label_agreement":null},{"id":"W4221003021","doi":"10.15353/joci.v18i1.4875","title":"The Digital Equity Leadership Lab (DELL)","year":2022,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Public relations; Equity (law); Political science; Transformative learning; Social justice; Sociology; Community organizing; Social science","score_opus":0.13123764173615238,"score_gpt":0.36331023396193934,"score_spread":0.23207259222578697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221003021","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46355647,0.00112373,0.011608748,0.03912193,0.0014517835,0.0005853062,0.0006522256,0.0009037552,0.48099607],"genre_scores_gemma":[0.8281714,0.00048688948,0.008708187,0.003821685,0.00016170545,0.0002734129,0.00025741878,0.00009348652,0.1580259],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9987675,0.00039397724,0.000024322966,0.00015440468,0.00015284555,0.0005070258],"domain_scores_gemma":[0.9967955,0.00039881567,0.00009066702,0.00012355551,0.00020956477,0.0023818766],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00124866,0.00026829145,0.00009417714,0.00076307484,0.009440971,0.0035637484,0.0010661321,0.0008702679,0.027774164],"category_scores_gemma":[0.001806883,0.00019856059,0.00014522819,0.00055260875,0.002548058,0.0018552586,0.006743297,0.0016271957,0.002397308],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006578084,0.0022134262,0.094714455,0.0004264302,0.000024821831,0.013898917,0.046889067,0.0019120191,0.0070355088,0.17195313,0.30802733,0.35224715],"study_design_scores_gemma":[0.000069092595,0.0005268063,0.011273072,0.0001359285,0.000011829009,0.001892933,0.04842773,0.0011358557,0.0024468717,0.0070423917,0.9269945,0.00004286789],"about_ca_topic_score_codex":0.0073187277,"about_ca_topic_score_gemma":0.027227389,"teacher_disagreement_score":0.99055904,"about_ca_system_score_codex":0.0037155747,"about_ca_system_score_gemma":0.008155767,"threshold_uncertainty_score":0.09291381},"labels":[],"label_agreement":null},{"id":"W4225096481","doi":"10.15353/joci.v18i1","title":"The impact of the pandemic on communication between local government and citizens in a small village in Tuscany","year":2022,"lang":"en","type":"paratext","venue":"The Journal of Community Informatics","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.04414462474584259,"score_gpt":0.33906957065999305,"score_spread":0.29492494591415047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4225096481","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978498,0.000063766885,0.000018432696,0.00041141498,0.000006635454,0.000011396773,0.000009822964,0.0000024898525,0.0016262641],"genre_scores_gemma":[0.9992055,0.00005370369,0.000024532907,0.00008138028,0.000010370783,0.000013515089,0.00001017256,0.0000020245323,0.0005988209],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9978442,0.0013028503,0.000025202897,0.0001065263,0.00009776624,0.0006233528],"domain_scores_gemma":[0.99699426,0.0016649839,0.00035842613,0.00011982838,0.00013960928,0.0007227748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015715244,0.00025444565,0.00033959968,0.0009374776,0.008406592,0.003008944,0.0008229198,0.0010705241,0.0045031826],"category_scores_gemma":[0.0038249488,0.0002737864,0.00019146106,0.001115579,0.009125547,0.0012234667,0.00437701,0.0014155686,0.0002881385],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013879474,0.0001795752,0.056312818,0.00013128722,0.000009080233,0.009900062,0.91954446,0.000103160026,0.0013538492,0.001091089,0.0011459559,0.010089741],"study_design_scores_gemma":[0.000012979693,0.00019990021,0.15463926,0.0000765033,0.000011761387,0.00062812614,0.83917624,0.000082582235,0.00016030649,0.00015956718,0.0048343157,0.000018496592],"about_ca_topic_score_codex":0.06824327,"about_ca_topic_score_gemma":0.13519038,"teacher_disagreement_score":0.06824327,"about_ca_system_score_codex":0.0071133617,"about_ca_system_score_gemma":0.002914964,"threshold_uncertainty_score":0.13569212},"labels":[],"label_agreement":null},{"id":"W4234367392","doi":"10.15353/joci.v2i2.2083","title":"Community Inquiry and Informatics: Collaborative Learning Through ICT","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Information and Communications Technology; ICTS; Knowledge management; Learning community; Knowledge production; Community of practice; Computer science; Collaborative learning; Sociology; Engineering; World Wide Web; Pedagogy","score_opus":0.05575385670837845,"score_gpt":0.3331047888754818,"score_spread":0.2773509321671033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234367392","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03286338,0.04750641,0.3470071,0.048408046,0.002073376,0.0006800426,0.00009365709,0.0006619931,0.52070594],"genre_scores_gemma":[0.8092559,0.023216743,0.12744543,0.005392209,0.0014327981,0.0013118898,0.00013894646,0.00022367721,0.03158247],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98579675,0.010804407,0.00029619748,0.00075365364,0.001794283,0.0005548444],"domain_scores_gemma":[0.9829009,0.0136723695,0.0005750606,0.0012442252,0.0005000537,0.0011073368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008073504,0.00070885796,0.0008491728,0.0032842595,0.005017992,0.018551122,0.002123158,0.004059617,0.006562042],"category_scores_gemma":[0.012661945,0.0003672666,0.00063482235,0.0038364322,0.03529407,0.017656187,0.015095482,0.0033792693,0.0008531017],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001912857,0.00007017161,0.0007434856,0.00058465195,0.00001859462,0.00019598624,0.03370917,0.00046841032,0.00023662263,0.9024267,0.003598172,0.05792883],"study_design_scores_gemma":[0.00002858972,0.00007157556,0.0005898112,0.000944661,0.000017291677,0.00049029256,0.021983588,0.0014846205,0.00037760226,0.761162,0.21281207,0.00003797519],"about_ca_topic_score_codex":0.002638923,"about_ca_topic_score_gemma":0.0027458172,"teacher_disagreement_score":0.018551122,"about_ca_system_score_codex":0.0032866783,"about_ca_system_score_gemma":0.0076608523,"threshold_uncertainty_score":0.04269731},"labels":[],"label_agreement":null},{"id":"W4234424512","doi":"10.15353/joci.v2i2.2093","title":"Radical Praxis and Civic Network Design","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Praxis; Reflexivity; Macro; Sociology; Power (physics); Inclusion (mineral); Relation (database); Epistemology; Computer science; Social science","score_opus":0.04251998097915414,"score_gpt":0.3239697760985343,"score_spread":0.2814497951193801,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234424512","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.043835744,0.003028245,0.4225931,0.029119628,0.0007532936,0.00035100058,0.00009562907,0.00029045268,0.49993294],"genre_scores_gemma":[0.85289425,0.0012747594,0.0940772,0.0013378814,0.0002573472,0.0006767088,0.00009055023,0.00014164865,0.04924978],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9954521,0.0029876877,0.00015219791,0.000711734,0.00047044584,0.00022589466],"domain_scores_gemma":[0.9947984,0.002562927,0.000532837,0.0012196621,0.00043203082,0.00045414522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066587515,0.0005727635,0.00038650198,0.0016445324,0.0050468217,0.008711462,0.0015157689,0.002196421,0.00850728],"category_scores_gemma":[0.00888144,0.00041580028,0.00064120616,0.001010945,0.039620746,0.008848032,0.005859597,0.0027465287,0.0009895406],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00000309179,0.0000058003525,0.00006881507,0.000028338638,0.0000026374478,0.000011666413,0.0014153039,0.0003453359,0.000054022992,0.99426645,0.00046050252,0.0033380715],"study_design_scores_gemma":[0.000011614334,0.000012803298,0.000053249838,0.000032225907,0.0000027604726,0.000036061618,0.00083293265,0.000947095,0.0001263645,0.96747434,0.030465545,0.0000050318445],"about_ca_topic_score_codex":0.00082385505,"about_ca_topic_score_gemma":0.0011715713,"teacher_disagreement_score":0.008711462,"about_ca_system_score_codex":0.0040795445,"about_ca_system_score_gemma":0.002595576,"threshold_uncertainty_score":0.03521526},"labels":[],"label_agreement":null},{"id":"W4235392299","doi":"10.15353/joci.v2i2.2086","title":"Learning in Communities: A Distributed Intelligence Perspective","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Computer science; Distributed learning; Human intelligence; Human–computer interaction; Data science; Knowledge management; Cognitive science; Artificial intelligence; Psychology","score_opus":0.03878726270883993,"score_gpt":0.2844453997411701,"score_spread":0.2456581370323302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235392299","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03741174,0.0053250687,0.78555226,0.031532284,0.00034811176,0.00026021467,0.00014261254,0.00039217272,0.13903557],"genre_scores_gemma":[0.85729235,0.0028413194,0.12608166,0.00091810623,0.00048537864,0.0002926638,0.00012231019,0.000070421076,0.011895816],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99579203,0.002026942,0.00016651377,0.0007094587,0.00090678816,0.00039818662],"domain_scores_gemma":[0.989407,0.0061280653,0.00068113836,0.0014317053,0.0009381252,0.0014139408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005103577,0.00060642353,0.0010347491,0.003058865,0.0039452533,0.00878206,0.0026343474,0.003489357,0.005862553],"category_scores_gemma":[0.009761892,0.00046288103,0.00086116773,0.0028574145,0.0122063095,0.018540896,0.0063558742,0.0030985079,0.0006454619],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010064954,0.000036865335,0.00039396423,0.00006855046,0.000016677088,0.000060968403,0.0012331482,0.0041899616,0.00010449985,0.9807216,0.001046766,0.012116965],"study_design_scores_gemma":[0.000019475994,0.00001547425,0.00015145971,0.00003794825,0.000008540022,0.00003959693,0.00076404866,0.011608246,0.00007581631,0.97470677,0.012565172,0.0000074702093],"about_ca_topic_score_codex":0.0041899104,"about_ca_topic_score_gemma":0.0029958126,"teacher_disagreement_score":0.00878206,"about_ca_system_score_codex":0.003421221,"about_ca_system_score_gemma":0.0029216683,"threshold_uncertainty_score":0.026990592},"labels":[],"label_agreement":null},{"id":"W4247132738","doi":"10.15353/joci.v2i2.2091","title":"Supporting the Appropriation of ICT: End-User Development in Civil Societies","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Appropriation; Information and Communications Technology; Knowledge management; End user; Public relations; Business; Sociology; Political science; World Wide Web; Computer science","score_opus":0.023537320885290758,"score_gpt":0.24717841798520437,"score_spread":0.22364109709991362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247132738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6925736,0.0014095438,0.053639706,0.016706748,0.00010290118,0.00026416776,0.00003473529,0.00037597926,0.23489268],"genre_scores_gemma":[0.9824493,0.0005355809,0.010933751,0.00032704297,0.000018509383,0.000108852,0.000020119776,0.00004174871,0.0055651357],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.988841,0.009336478,0.00022959599,0.00021175713,0.00071992236,0.0006612651],"domain_scores_gemma":[0.9833159,0.009944026,0.00086382375,0.0016694835,0.001127519,0.0030792335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00984318,0.0002991431,0.0002567515,0.001284644,0.00473091,0.010421308,0.0013383535,0.0024207341,0.0048881234],"category_scores_gemma":[0.014941638,0.00031499634,0.0002459989,0.0012072484,0.009092273,0.008471495,0.0109571945,0.0014258389,0.0010467411],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001418969,0.000888116,0.031747106,0.0004343004,0.000028172364,0.0015488811,0.32018644,0.0013300134,0.0044045066,0.22679551,0.0070090094,0.40548602],"study_design_scores_gemma":[0.00006440977,0.00065529166,0.019024074,0.0010480768,0.00003580143,0.002570671,0.40386143,0.008230592,0.0063440134,0.22282946,0.3352503,0.000085943146],"about_ca_topic_score_codex":0.0011359456,"about_ca_topic_score_gemma":0.0020344162,"teacher_disagreement_score":0.010421308,"about_ca_system_score_codex":0.001604824,"about_ca_system_score_gemma":0.004763494,"threshold_uncertainty_score":0.052056372},"labels":[],"label_agreement":null},{"id":"W4248209695","doi":"10.15353/joci.v9i4.3141","title":"An Internet for the Common Good: Engagement, Empowerment, and Justice for All: A Community Informatics Declaration","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Empowerment; Declaration; Civic engagement; Work (physics); Digital divide; Indigenous; Public relations; Economic Justice; Power (physics); Informatics; Political science; Internet privacy; Sociology; Computer science; Politics; World Wide Web; Engineering; Law","score_opus":0.09010509389871044,"score_gpt":0.330720139356439,"score_spread":0.24061504545772858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248209695","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008506454,0.008556149,0.004425742,0.8583909,0.013365108,0.00044541984,0.00013713696,0.0001251942,0.106047876],"genre_scores_gemma":[0.17562622,0.005219813,0.009017515,0.48521397,0.00608884,0.001612163,0.00023746408,0.00022382356,0.31676024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98618627,0.004684127,0.0007901073,0.0011731756,0.0036561305,0.0035101697],"domain_scores_gemma":[0.9875668,0.0050481856,0.0005176599,0.00095485616,0.0012114843,0.0047009285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02041037,0.001082224,0.0009489264,0.000900294,0.015413056,0.019074576,0.0029643928,0.040203445,0.003668406],"category_scores_gemma":[0.013924525,0.0008596567,0.0013768466,0.0012831612,0.01833311,0.009613578,0.02301364,0.045844328,0.001273252],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054076638,0.00024264932,0.0004585146,0.00027948694,0.00001763182,0.00066248025,0.025327621,0.0002542098,0.0013071923,0.62351274,0.31894848,0.028934943],"study_design_scores_gemma":[0.000037532016,0.000055550194,0.0006267201,0.0005487247,0.000013559403,0.00020379557,0.0056378264,0.00024884002,0.0004707895,0.034932137,0.9571505,0.00007386078],"about_ca_topic_score_codex":0.015843235,"about_ca_topic_score_gemma":0.024384128,"teacher_disagreement_score":0.040203445,"about_ca_system_score_codex":0.006505838,"about_ca_system_score_gemma":0.04564488,"threshold_uncertainty_score":0.10794169},"labels":[],"label_agreement":null},{"id":"W4248260659","doi":"10.15353/joci.v2i2.2089","title":"Social Reproduction and its Applicability for Community Informatics","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Reproduction; Information and Communications Technology; Rhetoric; Social reproduction; Inequality; Sociology; Social inequality; Informatics; Public relations; Social science; Political science; Computer science; World Wide Web; Ecology; Biology","score_opus":0.06939581955728213,"score_gpt":0.360080990070038,"score_spread":0.2906851705127559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248260659","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04569283,0.009220161,0.1533656,0.054739524,0.0009157377,0.00021359987,0.00013630438,0.0002801138,0.7354362],"genre_scores_gemma":[0.9594415,0.0024263659,0.017614614,0.0013810316,0.0011243657,0.00030508082,0.00006845103,0.00007355436,0.017565008],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9972191,0.0016512992,0.00009876747,0.00036500552,0.00044363146,0.00022212914],"domain_scores_gemma":[0.98794925,0.0090007465,0.00048267818,0.0013703993,0.0007392788,0.00045766568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00497224,0.00048526822,0.000631618,0.003249619,0.004965156,0.0064133396,0.0013101783,0.0033518807,0.015624832],"category_scores_gemma":[0.018820688,0.0002750215,0.0009947451,0.002503868,0.022808826,0.010318671,0.0065882206,0.003616692,0.001109429],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000028394218,0.0000070353417,0.000119690194,0.000010930438,0.0000013879896,0.000025070682,0.00028884577,0.00027505064,0.000013290948,0.9956053,0.00043244165,0.0032181863],"study_design_scores_gemma":[0.000005852212,0.000004919201,0.00009658687,0.000023649256,0.0000016666432,0.0000327189,0.00025064367,0.0025511342,0.000039080638,0.990382,0.0066082906,0.0000034386617],"about_ca_topic_score_codex":0.003574255,"about_ca_topic_score_gemma":0.0016689617,"teacher_disagreement_score":0.015624832,"about_ca_system_score_codex":0.0044988627,"about_ca_system_score_gemma":0.0024545523,"threshold_uncertainty_score":0.052270234},"labels":[],"label_agreement":null},{"id":"W4250755066","doi":"10.15353/joci.v2i2.2092","title":"Developmental Learning Communities","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Cognitive science","score_opus":0.03189013097845503,"score_gpt":0.30180879995017534,"score_spread":0.26991866897172034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250755066","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11895284,0.00195742,0.26000628,0.02291806,0.00062892516,0.0015105753,0.0012002612,0.0021951718,0.5906305],"genre_scores_gemma":[0.7811646,0.00085224403,0.076105334,0.0018966689,0.00017807022,0.0008752478,0.0011378266,0.00025597398,0.13753402],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99673045,0.0013622511,0.00013788327,0.0005689194,0.000795922,0.00040454904],"domain_scores_gemma":[0.9839452,0.0038985002,0.0010239282,0.001996565,0.004007796,0.0051281042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033619583,0.00031560083,0.00019538925,0.0022632882,0.005274347,0.005680577,0.0022601022,0.0017514796,0.026086539],"category_scores_gemma":[0.01764015,0.00031779316,0.0003440954,0.0014363102,0.0028402614,0.0074546468,0.011600123,0.0016515827,0.0033337355],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006696575,0.00019753202,0.008248024,0.00022209332,0.000013792896,0.00077680853,0.027973846,0.00053625606,0.001343577,0.7325008,0.03446179,0.19365846],"study_design_scores_gemma":[0.000037794423,0.00008231202,0.0029097237,0.00022104186,0.000015630978,0.0009673311,0.020674108,0.0032171078,0.0012874453,0.3016573,0.6688974,0.000032780514],"about_ca_topic_score_codex":0.0022781638,"about_ca_topic_score_gemma":0.0041429787,"teacher_disagreement_score":0.026086539,"about_ca_system_score_codex":0.0025218525,"about_ca_system_score_gemma":0.00719546,"threshold_uncertainty_score":0.08726817},"labels":[],"label_agreement":null},{"id":"W4252027226","doi":"10.15353/joci.v12i2.3219","title":"Open Data Intermediaries in Developing Countries","year":2016,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Complex Network Analysis Techniques","field":"Physics and Astronomy","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Intermediary; Business; Grassroots; Social capital; Open data; Capital (architecture); Industrial organization; Computer science; Marketing; World Wide Web; Political science; Geography","score_opus":0.07140554424817427,"score_gpt":0.3457310237497503,"score_spread":0.27432547950157604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252027226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7095204,0.0058218655,0.034338646,0.008696844,0.00011547048,0.0002761904,0.00084109453,0.00012316552,0.24026631],"genre_scores_gemma":[0.9916284,0.0014014913,0.0035532373,0.0001396654,0.00001718619,0.000057362417,0.000084373125,0.000009217459,0.003109082],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99756336,0.001090541,0.00016555084,0.000298645,0.00032281064,0.00055909756],"domain_scores_gemma":[0.9911107,0.0045210198,0.0021378484,0.00076736923,0.00071234035,0.0007508205],"candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.0035644325,0.0003211633,0.00035572896,0.004071835,0.0039134664,0.0060108732,0.0006002257,0.0009567897,0.007570019],"category_scores_gemma":[0.008440461,0.00034605974,0.00032162262,0.0065095155,0.0042023635,0.0054227626,0.0068535074,0.0013139803,0.0004094794],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012405613,0.00007446161,0.044383083,0.00030460104,0.000036686033,0.002575436,0.019076828,0.0035036118,0.00047727,0.87534153,0.0023478311,0.051754527],"study_design_scores_gemma":[0.00008771302,0.00019372787,0.06584315,0.0020080172,0.00013447809,0.0032215975,0.09652231,0.018805047,0.0032547938,0.45105183,0.35872835,0.00014905994],"about_ca_topic_score_codex":0.010667327,"about_ca_topic_score_gemma":0.006925367,"teacher_disagreement_score":0.9993998,"about_ca_system_score_codex":0.004239044,"about_ca_system_score_gemma":0.004040328,"threshold_uncertainty_score":0.030756533},"labels":[],"label_agreement":null},{"id":"W4252667581","doi":"10.15353/joci.v2i2.2087","title":"Spiders in the Net: Universities as Facilitators of Community-based Learning","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Exploit; Lifelong learning; Sociology; Engineering ethics; Knowledge management; Pedagogy; Mathematics education; Political science; Engineering; Computer science; Psychology","score_opus":0.05509109022803599,"score_gpt":0.36477790226494156,"score_spread":0.30968681203690557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252667581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70526934,0.0014463243,0.08706679,0.009980962,0.0006093488,0.00046883084,0.000085911954,0.0018156654,0.1932568],"genre_scores_gemma":[0.9688685,0.00026161037,0.016899941,0.00034047617,0.00010130623,0.00013326146,0.000030024903,0.00007375121,0.013291174],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99768364,0.0017505491,0.000041188134,0.00013046166,0.0001963159,0.00019782997],"domain_scores_gemma":[0.9908546,0.004808722,0.0006508431,0.0006527716,0.000495915,0.0025371413],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036352163,0.00033225596,0.00022456812,0.0014636918,0.0036151733,0.004365813,0.0007955627,0.0012920895,0.009518366],"category_scores_gemma":[0.0076635564,0.00027464915,0.00029987755,0.00075078785,0.001954637,0.006967315,0.0075025596,0.00095407787,0.0016021834],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011728493,0.001632187,0.04199102,0.00081823266,0.000101105914,0.0025637054,0.12485585,0.0034181273,0.015052234,0.22509228,0.027936025,0.5553664],"study_design_scores_gemma":[0.00064375077,0.0015886837,0.017423946,0.0007411155,0.0002563739,0.002135055,0.11300209,0.046740126,0.008921304,0.20615691,0.6021726,0.00021793347],"about_ca_topic_score_codex":0.00054238504,"about_ca_topic_score_gemma":0.0013373081,"teacher_disagreement_score":0.009518366,"about_ca_system_score_codex":0.00061726774,"about_ca_system_score_gemma":0.0014402836,"threshold_uncertainty_score":0.031842053},"labels":[],"label_agreement":null},{"id":"W4254019089","doi":"10.15353/joci.v11i3.2706","title":"A Framework to Research the Social Determinants of ICTs for E-Health","year":2015,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Globe; Social determinants of health; ICTS; Information and Communications Technology; Digital divide; Public relations; Health equity; Digital health; Qualitative research; Sociology; Economic growth; Political science; Psychology; Social science; Health care; Economics","score_opus":0.5912284757501544,"score_gpt":0.5865250555684922,"score_spread":0.0047034201816621435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254019089","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06598959,0.0062892404,0.57474476,0.08330212,0.0006186133,0.0016890694,0.0022421693,0.00024431714,0.2648802],"genre_scores_gemma":[0.83911204,0.0059078773,0.14061165,0.0022830677,0.00031586282,0.0032075192,0.00047094317,0.000068442896,0.008022477],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9922571,0.005735835,0.0002498376,0.0005811373,0.0006903674,0.00048583007],"domain_scores_gemma":[0.98611164,0.010959459,0.0010700827,0.00055184116,0.0007300921,0.0005768682],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0076631946,0.001623385,0.0010422226,0.009406972,0.0026691686,0.0065564155,0.0023532754,0.0031700628,0.010681284],"category_scores_gemma":[0.011730059,0.0005418672,0.001474671,0.006896297,0.010775064,0.007138661,0.004816815,0.0030845322,0.0007735013],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035846704,0.00006688764,0.0019688183,0.000074202144,0.000019889982,0.000056523873,0.0010787637,0.0015211076,0.00004713639,0.99121654,0.0006416549,0.0033050266],"study_design_scores_gemma":[0.000024119285,0.00007492102,0.004576857,0.0004774478,0.000041290175,0.00013195089,0.005982772,0.0123176575,0.000092997754,0.9464623,0.02978666,0.000031037776],"about_ca_topic_score_codex":0.0108819995,"about_ca_topic_score_gemma":0.009199959,"teacher_disagreement_score":0.0108819995,"about_ca_system_score_codex":0.0066108447,"about_ca_system_score_gemma":0.007924697,"threshold_uncertainty_score":0.04796523},"labels":[],"label_agreement":null},{"id":"W4254217112","doi":"10.15353/joci.v9i3.3151","title":"Introduction","year":2013,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Computer science; World Wide Web; Public relations; Knowledge management; Data science; Political science","score_opus":0.025590662182045133,"score_gpt":0.2306796213374461,"score_spread":0.20508895915540096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254217112","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017871968,0.007859206,0.0085493075,0.039143838,0.02922896,0.00031538107,0.005630778,0.002121135,0.9053642],"genre_scores_gemma":[0.012886176,0.0052292217,0.0051170336,0.016725594,0.0061782836,0.00029077852,0.005444281,0.0010264759,0.94710207],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967713,0.00047455294,0.00017798877,0.00089794013,0.0013394875,0.00033870488],"domain_scores_gemma":[0.9958223,0.0005444484,0.00020367416,0.000648652,0.001839221,0.00094169186],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020784766,0.0011471447,0.0008535075,0.0016051006,0.0029785903,0.009068791,0.0030178458,0.0055562607,0.59106976],"category_scores_gemma":[0.008956627,0.00039560045,0.001071153,0.0018609326,0.0016254297,0.0077384706,0.006016155,0.003947011,0.43307766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005544489,0.000047386773,0.00052703114,0.0003048341,0.000008432446,0.00019384177,0.0004276156,0.000083115956,0.00041953303,0.038888555,0.82721215,0.13183208],"study_design_scores_gemma":[0.0000029075584,0.000010685834,0.00016972372,0.00009697229,0.0000018259282,0.00009866108,0.00012375652,0.000021854616,0.00006882893,0.0032802222,0.99611926,0.0000054053794],"about_ca_topic_score_codex":0.0028085422,"about_ca_topic_score_gemma":0.0030043786,"teacher_disagreement_score":0.59106976,"about_ca_system_score_codex":0.002942902,"about_ca_system_score_gemma":0.0035969624,"threshold_uncertainty_score":0.5832894},"labels":[],"label_agreement":null},{"id":"W4255954277","doi":"10.15353/joci.v2i2.2088","title":"Designing Technology for Local Citizen Deliberation","year":2006,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Social Media and Politics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Deliberation; Democracy; Public relations; Focus (optics); Emerging technologies; Focus group; Political science; Knowledge management; Business; Internet privacy; Sociology; World Wide Web; Marketing; Computer science; Politics","score_opus":0.038544309432813284,"score_gpt":0.32531966150953207,"score_spread":0.2867753520767188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255954277","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19730526,0.0008943317,0.607907,0.0054238066,0.00029334633,0.0018537408,0.00017306131,0.0050061364,0.18114334],"genre_scores_gemma":[0.69466585,0.00053080055,0.28118125,0.0006137034,0.00004726234,0.0022854512,0.00028955974,0.00048837514,0.019897634],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.988313,0.009151269,0.00042426394,0.0008686265,0.0005968679,0.00064602727],"domain_scores_gemma":[0.99033827,0.0066611725,0.00039784613,0.0013746264,0.000715396,0.0005126395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010206583,0.00063994026,0.00043343432,0.00195937,0.0041644187,0.0075734733,0.001744272,0.0022874116,0.009162083],"category_scores_gemma":[0.017522193,0.0006743669,0.00056645926,0.0013744163,0.0046092677,0.010828338,0.0084663285,0.0013154573,0.0030980646],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038606586,0.0010780573,0.014438678,0.0017888981,0.000114725066,0.0023481457,0.20343612,0.009114736,0.022302197,0.21513559,0.020254862,0.50960195],"study_design_scores_gemma":[0.00030250612,0.0011734023,0.0038185054,0.001140007,0.0002063601,0.0012694015,0.13922791,0.021109814,0.025086377,0.16330433,0.6431754,0.00018594183],"about_ca_topic_score_codex":0.00073663594,"about_ca_topic_score_gemma":0.0012697218,"teacher_disagreement_score":0.010206583,"about_ca_system_score_codex":0.0014311471,"about_ca_system_score_gemma":0.0020431827,"threshold_uncertainty_score":0.053978205},"labels":[],"label_agreement":null},{"id":"W4256077326","doi":"10.15353/joci.v1i2.2047","title":"Emotion, Gender and the Sustainability of Communities","year":2005,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Emotional Labor in Professions","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sustainability; Expression (computer science); ICTS; Sociology; Emotion work; Focus (optics); Public relations; Social psychology; Psychology; Political science; Ecology; Information and Communications Technology","score_opus":0.04785170628112114,"score_gpt":0.3526116797584916,"score_spread":0.3047599734773705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4256077326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.711535,0.010442944,0.008747619,0.0159914,0.00047802093,0.000060717895,0.0000478707,0.000045835244,0.25265056],"genre_scores_gemma":[0.9938537,0.0010641894,0.00047792535,0.0003895144,0.000036946865,0.000014709839,0.000005600231,0.000008120919,0.004149233],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99792993,0.0013996165,0.000035221372,0.00013374958,0.00027985364,0.00022167165],"domain_scores_gemma":[0.99738044,0.0014026075,0.0005058414,0.00009503835,0.00018839592,0.00042761408],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020055643,0.00019695633,0.00021395118,0.00053327536,0.002956269,0.0055409684,0.0003361989,0.0010673124,0.0025976396],"category_scores_gemma":[0.0044935737,0.00007551,0.00013546627,0.0006146966,0.0096001085,0.003539877,0.00381068,0.0007545592,0.00018115017],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015326736,0.00011613146,0.027960438,0.00041852723,0.00004932274,0.0011412266,0.53570855,0.00083601015,0.0025325865,0.29060382,0.005257128,0.13522293],"study_design_scores_gemma":[0.000021035403,0.000205413,0.041105647,0.00075271464,0.000028245664,0.0008492338,0.5842233,0.0008496478,0.00092169753,0.18591313,0.18505779,0.00007225981],"about_ca_topic_score_codex":0.002152785,"about_ca_topic_score_gemma":0.0024028167,"teacher_disagreement_score":0.0055409684,"about_ca_system_score_codex":0.0013365593,"about_ca_system_score_gemma":0.0011030639,"threshold_uncertainty_score":0.010606527},"labels":[],"label_agreement":null},{"id":"W4296919084","doi":"10.15353/joci.v18i2.4828","title":"Digital Literacy and Long-Term Labor Outcomes","year":2022,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Laptop; Productivity; Treatment and control groups; Intervention (counseling); Psychology; Difference in differences; Baseline (sea); Significant difference; Medical education; Impact evaluation; Term (time); Political science; Medicine; Economic growth; Economics; Computer science","score_opus":0.015402196648177055,"score_gpt":0.2719735152276275,"score_spread":0.2565713185794505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296919084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9967692,0.00012211691,0.00004175414,0.00012902704,0.0000032419919,0.000011331592,0.00012614252,0.0000027998967,0.0027943763],"genre_scores_gemma":[0.99907947,0.00006235869,0.000032777625,0.000015207394,0.0000027870014,0.0000065340846,0.00006473132,5.4982144e-7,0.00073553587],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999716,0.00008327168,0.000015744266,0.000032965745,0.00005377818,0.000098280594],"domain_scores_gemma":[0.9984896,0.00023000488,0.000708265,0.00007287375,0.00014601497,0.000353258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055511366,0.00014563896,0.0001023871,0.0005762717,0.0004942418,0.0008438331,0.00021244105,0.0002100114,0.0036969744],"category_scores_gemma":[0.0023267826,0.000056179233,0.00014514514,0.00045144255,0.00039395416,0.00029478254,0.00073532754,0.00041432696,0.00030851894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009133487,0.0006993194,0.97271955,0.000040286097,0.000027041702,0.000116660885,0.000924186,0.00012240154,0.0004497783,0.00032018212,0.00026076316,0.024228487],"study_design_scores_gemma":[0.0000019764057,0.00010221084,0.9983924,0.000013817807,0.0000067524034,0.000018878096,0.0006703537,0.000055731613,0.00013607429,0.000071199334,0.00052908406,0.0000015476044],"about_ca_topic_score_codex":0.012106202,"about_ca_topic_score_gemma":0.02882851,"teacher_disagreement_score":0.012106202,"about_ca_system_score_codex":0.0006917943,"about_ca_system_score_gemma":0.0005952802,"threshold_uncertainty_score":0.024071515},"labels":[],"label_agreement":null},{"id":"W4311183012","doi":"10.15353/joci.v18i2.5056","title":"Inclusion of Latino-oriented local businesses in popular online maps","year":2022,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Inclusion (mineral); Immigration; Entrepreneurship; Work (physics); Marketing; Business; Small business; Agriculture; Geography; Sociology; Engineering; Archaeology; Social science","score_opus":0.03461714267567814,"score_gpt":0.30809090938419414,"score_spread":0.273473766708516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4311183012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98833036,0.00014540555,0.0002257588,0.0003194948,0.000016919563,0.000016231148,0.000097946024,0.000015035229,0.010832873],"genre_scores_gemma":[0.9955916,0.00023622766,0.0004986876,0.0000932724,0.000012464033,0.000019437404,0.00010646742,0.000016154781,0.0034256962],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99924326,0.00038192482,0.000037017893,0.00009281834,0.00013765693,0.000107221844],"domain_scores_gemma":[0.99647754,0.0011159736,0.0009407231,0.00041258038,0.0005021076,0.00055109983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012444829,0.00017504267,0.00015183151,0.0018933772,0.0021124282,0.0032119486,0.00044859434,0.000290611,0.005501755],"category_scores_gemma":[0.0046549905,0.00016892604,0.0001388764,0.002280169,0.0011994959,0.002120755,0.0026659032,0.00041256365,0.00052560936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013639688,0.00021338086,0.6168322,0.00024319919,0.000033482444,0.0012321157,0.26314488,0.000059185953,0.002722711,0.0028864015,0.0037319073,0.108764194],"study_design_scores_gemma":[0.000011699639,0.000059509468,0.46421912,0.00038099135,0.0000342876,0.0008504504,0.4698787,0.0002901199,0.00073645776,0.00090127904,0.06260227,0.00003526512],"about_ca_topic_score_codex":0.011602458,"about_ca_topic_score_gemma":0.029481037,"teacher_disagreement_score":0.011602458,"about_ca_system_score_codex":0.00053234753,"about_ca_system_score_gemma":0.00068210304,"threshold_uncertainty_score":0.023069859},"labels":[],"label_agreement":null},{"id":"W4315631165","doi":"10.15353/joci.v18i2.3595","title":"Addressing Fragmentation of Health Services through Data-Driven Knowledge Co-Production within a Boundary Organization","year":2022,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Arizona State University; Robert Wood Johnson Foundation","keywords":"Knowledge management; Fragmentation (computing); Computer science; Data science; Knowledge sharing; Sociotechnical system; Visualization; Process (computing); Data mining","score_opus":0.12487568365204207,"score_gpt":0.3432033340755169,"score_spread":0.21832765042347482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315631165","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6794051,0.0006685947,0.26348016,0.018237982,0.00011336193,0.0007944704,0.0001569613,0.000490564,0.036652707],"genre_scores_gemma":[0.95167685,0.00013448081,0.046639703,0.00023086749,0.000020198542,0.00019352091,0.000088819965,0.000055237047,0.0009602963],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.95392907,0.0352886,0.0016982437,0.002863986,0.003986109,0.002233984],"domain_scores_gemma":[0.89622676,0.067131616,0.008651489,0.017442787,0.0054092207,0.005138176],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.033778347,0.0005520912,0.00060211105,0.004390314,0.008160647,0.018674137,0.0036430224,0.0023485727,0.0029284426],"category_scores_gemma":[0.08399476,0.0008101526,0.0006984031,0.0035311282,0.013085305,0.017824246,0.032672938,0.0027631826,0.00048494476],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002814153,0.0006907314,0.060122322,0.00083571573,0.0002029014,0.0023663905,0.5093016,0.008857573,0.0052143624,0.17725106,0.0050269994,0.22984894],"study_design_scores_gemma":[0.00012997472,0.00039615942,0.012596448,0.0011848455,0.00012245095,0.001162984,0.49150926,0.043778837,0.0054997355,0.3581612,0.08531257,0.00014548733],"about_ca_topic_score_codex":0.0042348155,"about_ca_topic_score_gemma":0.003928389,"teacher_disagreement_score":0.99183935,"about_ca_system_score_codex":0.005404334,"about_ca_system_score_gemma":0.014661642,"threshold_uncertainty_score":0.17863917},"labels":[],"label_agreement":null},{"id":"W4315631261","doi":"10.15353/joci.v18i2.5228","title":"Envisioning the Future of Community Informatics","year":2022,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Data science; Computer science; Political science","score_opus":0.03300354544137088,"score_gpt":0.2681166759628653,"score_spread":0.23511313052149443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315631261","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07774316,0.017620504,0.04427223,0.5068234,0.0020832664,0.0001743884,0.00012458231,0.0002827381,0.3508757],"genre_scores_gemma":[0.9543117,0.0075917942,0.016231282,0.0070074545,0.0007884258,0.00015763825,0.00008483469,0.000046960246,0.013780027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9930432,0.004363237,0.00013431296,0.00036596644,0.0009151666,0.0011780566],"domain_scores_gemma":[0.98154664,0.0057095275,0.00067776913,0.000900339,0.0027688749,0.008396849],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.015878128,0.0003762851,0.00036449678,0.0021589263,0.008657754,0.018021453,0.002117508,0.007185507,0.008740176],"category_scores_gemma":[0.014146081,0.00040254183,0.0004548823,0.0019512018,0.021206269,0.031143859,0.012017208,0.0066651893,0.0011889237],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00001669939,0.00004965635,0.0006646519,0.000062433886,0.0000032564576,0.00009754496,0.004295357,0.00060333655,0.00013534166,0.97103924,0.0077212085,0.015311251],"study_design_scores_gemma":[0.000014919311,0.00003373186,0.00033219287,0.00023760786,0.000003793159,0.00009939907,0.018962994,0.002619149,0.00013629664,0.84046376,0.13706908,0.00002704111],"about_ca_topic_score_codex":0.009023489,"about_ca_topic_score_gemma":0.012024361,"teacher_disagreement_score":0.98197854,"about_ca_system_score_codex":0.006730502,"about_ca_system_score_gemma":0.02333377,"threshold_uncertainty_score":0.08397257},"labels":[],"label_agreement":null},{"id":"W4315631794","doi":"10.15353/joci.v18i2.4806","title":"Towards a connected commonwealth","year":2022,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Software deployment; Commonwealth; Broadband; Corporate governance; The Internet; Public administration; Business; General partnership; Internet access; Public relations; Political science; Telecommunications; Finance; Engineering; Law","score_opus":0.029709856666522347,"score_gpt":0.2703843334834405,"score_spread":0.24067447681691814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315631794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50184494,0.001478097,0.023138322,0.07289558,0.0007910703,0.0001981251,0.00016838474,0.00026769013,0.39921775],"genre_scores_gemma":[0.93024653,0.0006196201,0.005191111,0.0071731536,0.000059150865,0.00008412415,0.000097964294,0.000086536995,0.056441832],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961026,0.0015208808,0.000088150104,0.00053794426,0.0005418199,0.0012086249],"domain_scores_gemma":[0.9953069,0.00058303605,0.00032433483,0.0004070364,0.0010441489,0.0023345207],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030713112,0.00020145236,0.00017216495,0.001740432,0.009821404,0.010651641,0.001167589,0.0015777564,0.008210513],"category_scores_gemma":[0.007473341,0.00030277445,0.00032943336,0.0014638562,0.0068343915,0.0075559323,0.018420395,0.0023285178,0.0011392132],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003507406,0.0001002935,0.026374387,0.00008166941,0.00002508651,0.00077375124,0.0657004,0.00054713606,0.0010771971,0.79506105,0.04229033,0.067933664],"study_design_scores_gemma":[0.000011647594,0.00006654633,0.01081845,0.00025568053,0.00001631292,0.000242574,0.076055765,0.00057860394,0.000400882,0.05663487,0.8548877,0.000031023512],"about_ca_topic_score_codex":0.048328407,"about_ca_topic_score_gemma":0.08405115,"teacher_disagreement_score":0.048328407,"about_ca_system_score_codex":0.0059405877,"about_ca_system_score_gemma":0.016769955,"threshold_uncertainty_score":0.09609419},"labels":[],"label_agreement":null},{"id":"W4388097324","doi":"10.15353/joci.v19i1.5191","title":"For whom is data literacy empowering? An awareness-action typology","year":2023,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Advanced Graph Neural Networks","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Typology; Action (physics); Literacy; Psychology; Space (punctuation); Social psychology; Pedagogy; Sociology; Computer science","score_opus":0.16012080403475407,"score_gpt":0.42651723954908527,"score_spread":0.26639643551433123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388097324","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7662704,0.0017008387,0.053463932,0.036406055,0.00021545187,0.00026615846,0.000092467744,0.00011499327,0.14146963],"genre_scores_gemma":[0.9942983,0.00035220315,0.0029353271,0.0006481681,0.000028709886,0.000107954125,0.000025166826,0.000020750767,0.0015834117],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9827137,0.012794164,0.0006205209,0.0011726726,0.0013155321,0.0013834375],"domain_scores_gemma":[0.97641766,0.016829552,0.002378007,0.0015223518,0.0011411264,0.0017112686],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011794665,0.0005036598,0.00036147286,0.0029104317,0.0052551934,0.008056483,0.0009197403,0.002307214,0.0024176007],"category_scores_gemma":[0.018750386,0.00029273887,0.00045778678,0.0015850872,0.026329597,0.014967242,0.010324591,0.0033808805,0.0002919451],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028126458,0.000071958486,0.012976033,0.00012582715,0.0000071537033,0.0006671865,0.8298399,0.00009240833,0.0007253812,0.13630968,0.00058293686,0.01857346],"study_design_scores_gemma":[0.000012961854,0.0000727934,0.0048021115,0.0003688236,0.000014296436,0.0010909633,0.84746796,0.00060403155,0.0007005579,0.08400383,0.060830317,0.00003147285],"about_ca_topic_score_codex":0.0013376985,"about_ca_topic_score_gemma":0.0011164933,"teacher_disagreement_score":0.011794665,"about_ca_system_score_codex":0.0020567244,"about_ca_system_score_gemma":0.0029093,"threshold_uncertainty_score":0.062376916},"labels":[],"label_agreement":null},{"id":"W4390532070","doi":"10.15353/joci.v19i1.5234","title":"Relational and person-centred approaches to archival practice and education","year":2023,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Digital and Traditional Archives Management","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Arts and Humanities Research Council","keywords":"Praxis; Archival science; Identity (music); Sociology; Focus (optics); Epistemology; Library science; Aesthetics; Computer science","score_opus":0.23092806142085795,"score_gpt":0.25156247629405787,"score_spread":0.02063441487319992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390532070","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04138235,0.0517433,0.20512271,0.09748543,0.0019223682,0.00060582254,0.00013022877,0.00033191874,0.6012758],"genre_scores_gemma":[0.8582954,0.022073511,0.064888835,0.006763623,0.0006631806,0.00073986035,0.00009513028,0.00020969588,0.046270855],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.976395,0.017627774,0.00074984686,0.001793161,0.0024685175,0.0009657362],"domain_scores_gemma":[0.9780447,0.014431077,0.0014051207,0.0028144454,0.0019350597,0.0013695088],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03009,0.00085572945,0.00068063935,0.0062597645,0.010490695,0.022161055,0.003108952,0.0043173865,0.011535998],"category_scores_gemma":[0.018160792,0.0005657837,0.00068248174,0.0045328233,0.06419934,0.021953525,0.018583288,0.007965947,0.0015629638],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020296735,0.00008078825,0.00062881154,0.00046174056,0.000014755532,0.00013028525,0.1153837,0.00026853482,0.00015012913,0.829959,0.002725487,0.05017641],"study_design_scores_gemma":[0.000023729257,0.00009594177,0.0012862509,0.0018496752,0.000016753545,0.00043205742,0.13701299,0.00046058197,0.000535825,0.5030705,0.35516545,0.000050199684],"about_ca_topic_score_codex":0.00763579,"about_ca_topic_score_gemma":0.009583452,"teacher_disagreement_score":0.03009,"about_ca_system_score_codex":0.014823506,"about_ca_system_score_gemma":0.011536641,"threshold_uncertainty_score":0.15913308},"labels":[],"label_agreement":null},{"id":"W4390532199","doi":"10.15353/joci.v19i1.5583","title":"Community informatics and artificial intelligence","year":2023,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Artificial intelligence; Computer science; Data science; Engineering","score_opus":0.15908500410175705,"score_gpt":0.3266012677298051,"score_spread":0.16751626362804803,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390532199","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022746468,0.04155003,0.031025117,0.10334098,0.00256491,0.00008925017,0.00022018455,0.0002069133,0.7982562],"genre_scores_gemma":[0.9110052,0.016627168,0.011432144,0.0063143806,0.0046991846,0.00022680202,0.00031636585,0.00009862664,0.04928024],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977374,0.001202508,0.00008535686,0.00025835316,0.0005415181,0.00017473965],"domain_scores_gemma":[0.99350464,0.0040716245,0.0004205399,0.0007182716,0.00067019387,0.0006145893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029088212,0.0004494504,0.00064726686,0.004472221,0.004320549,0.00919591,0.0009510235,0.0029792748,0.011826404],"category_scores_gemma":[0.008298809,0.000225663,0.0003473887,0.006080841,0.01683334,0.011161768,0.0036547224,0.0030125668,0.0009613402],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021880232,0.00001144596,0.00017045952,0.00002509087,0.0000027231767,0.000009684054,0.00034188683,0.00011580899,0.00000738901,0.9864407,0.0063636475,0.0065090708],"study_design_scores_gemma":[0.00000495397,0.0000034282634,0.0001779308,0.00004053476,0.0000023574314,0.000025925207,0.000537243,0.0004789335,0.000011246836,0.95928645,0.03942777,0.000003171835],"about_ca_topic_score_codex":0.007013887,"about_ca_topic_score_gemma":0.0058689653,"teacher_disagreement_score":0.011826404,"about_ca_system_score_codex":0.0037574267,"about_ca_system_score_gemma":0.0031814491,"threshold_uncertainty_score":0.03956324},"labels":[],"label_agreement":null},{"id":"W4390532235","doi":"10.15353/joci.v19i1.4948","title":"ICT and Institutional Transformations in the Global South","year":2023,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Sociopolitical Dynamics in Nepal","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Institution; Information and Communications Technology; Normative; Corporate governance; Indigenous; Democracy; Criticism; Political science; Sociology; Political economy; Law; Management; Economics; Ecology; Politics","score_opus":0.05953660435766783,"score_gpt":0.3633103881422743,"score_spread":0.30377378378460645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390532235","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47076607,0.004271449,0.0024870287,0.030915389,0.00008116074,0.00004463166,0.00005314069,0.00006790992,0.49131322],"genre_scores_gemma":[0.9935866,0.00076914794,0.00023486372,0.00056235393,0.000013232123,0.00001380975,0.000007835243,0.00001138142,0.004800855],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990125,0.00048323246,0.000026502235,0.000120082055,0.00010441699,0.00025324122],"domain_scores_gemma":[0.9990538,0.00038215038,0.00015580245,0.0001488598,0.00007813608,0.00018125164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011947772,0.00020034309,0.00015900527,0.001129571,0.0053051496,0.007296644,0.0004210933,0.0011980056,0.00523552],"category_scores_gemma":[0.0017819571,0.0001874105,0.00018264173,0.0017408535,0.019869925,0.004363461,0.008231589,0.0022801503,0.00031963483],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018210494,0.000023118564,0.0024516308,0.00009872339,0.000008313846,0.0007422958,0.11268498,0.00049201405,0.0004901167,0.8680869,0.0011637806,0.013740053],"study_design_scores_gemma":[0.000025591848,0.000065168475,0.013212752,0.00061337225,0.000020025738,0.00090033363,0.19659518,0.0008756728,0.0013202766,0.41702977,0.369292,0.000049858823],"about_ca_topic_score_codex":0.008879808,"about_ca_topic_score_gemma":0.011173157,"teacher_disagreement_score":0.008879808,"about_ca_system_score_codex":0.0063769985,"about_ca_system_score_gemma":0.0042676204,"threshold_uncertainty_score":0.046268582},"labels":[],"label_agreement":null},{"id":"W4399379511","doi":"10.15353/joci.v20i1.5289","title":"Youth-Driven, Community-Engaged Waste Management","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Sociology","score_opus":0.050365256109170274,"score_gpt":0.2536632265143645,"score_spread":0.20329797040519423,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399379511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9733821,0.00019684281,0.006722971,0.0011310127,0.000071429626,0.0006477239,0.00021412676,0.000117192336,0.0175165],"genre_scores_gemma":[0.9823407,0.00027960268,0.008748924,0.0002903091,0.000023535735,0.00045280086,0.00017728547,0.000026077785,0.007660734],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99797076,0.0011548282,0.000058654907,0.00018119541,0.00024052066,0.0003939506],"domain_scores_gemma":[0.99806374,0.00039443997,0.00024162896,0.00013585552,0.00038297288,0.0007813234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003266631,0.000285089,0.00021878208,0.0007720032,0.0030747966,0.002596349,0.00082948804,0.0004869929,0.0047079343],"category_scores_gemma":[0.0031235863,0.00021041006,0.00035101402,0.0006039076,0.0010691441,0.0010419075,0.0037551424,0.00072493736,0.0009217633],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004302878,0.0071411068,0.29818282,0.0011288086,0.00012541808,0.0026061425,0.2994059,0.0008334882,0.016531559,0.013462894,0.018725757,0.34142593],"study_design_scores_gemma":[0.00019949304,0.0033771885,0.1582208,0.0007285588,0.00013226188,0.0015533963,0.58363,0.0034371568,0.0121341245,0.014109367,0.2223481,0.00012949333],"about_ca_topic_score_codex":0.0030321302,"about_ca_topic_score_gemma":0.011899045,"teacher_disagreement_score":0.0047079343,"about_ca_system_score_codex":0.0010167791,"about_ca_system_score_gemma":0.0035108363,"threshold_uncertainty_score":0.01727581},"labels":[],"label_agreement":null},{"id":"W4400404796","doi":"10.15353/joci.v20i1.5713","title":"Review Essay: Get Smart?!","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","score_opus":0.027231553054121792,"score_gpt":0.2570751948367786,"score_spread":0.22984364178265682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400404796","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015020659,0.6556849,0.00030576694,0.13205874,0.2033624,0.000052749445,0.00027636654,0.00004921692,0.008059628],"genre_scores_gemma":[0.0022308975,0.6387069,0.0003402311,0.16267526,0.16986248,0.0001452945,0.00042209923,0.000054535027,0.025562324],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981912,0.00040271852,0.00022255846,0.00026426095,0.00077905774,0.00014023179],"domain_scores_gemma":[0.9894442,0.0035970947,0.0009638225,0.00024171814,0.004834563,0.00091861904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022667742,0.0009574814,0.0017498196,0.0025049497,0.0012205192,0.005025385,0.0016970622,0.0052770246,0.016934635],"category_scores_gemma":[0.016193138,0.0004466371,0.0008960274,0.002908203,0.0016096728,0.004109104,0.0019994988,0.0054721152,0.01527792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012885378,0.0000066163793,0.00003504022,0.0018126625,0.000016416978,0.000038119902,0.000039221784,0.000018465567,0.00007047322,0.0006124414,0.96538115,0.0319566],"study_design_scores_gemma":[0.000009280504,0.0000214573,0.00018376338,0.0029809114,0.000034087792,0.0002545418,0.000112631365,0.000013127809,0.00004789239,0.000603419,0.99572563,0.000013276325],"about_ca_topic_score_codex":0.0017803954,"about_ca_topic_score_gemma":0.0034864913,"teacher_disagreement_score":0.016934635,"about_ca_system_score_codex":0.0019128633,"about_ca_system_score_gemma":0.0043394305,"threshold_uncertainty_score":0.05665201},"labels":[],"label_agreement":null},{"id":"W4400404836","doi":"10.15353/joci.v20i1.5707","title":"Empowering communities through data literacy: a qualitative study exploring Indigenous Australian perceptions, engagement and understanding of data","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Research Data Management Practices","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Indigenous; Qualitative research; Literacy; Qualitative property; Perception; Community engagement; Sociology; Psychology; Public relations; Pedagogy; Political science; Computer science; Social science; Ecology","score_opus":0.7255006023272805,"score_gpt":0.5361452788385671,"score_spread":0.18935532348871342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400404836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9889187,0.00051567267,0.001093816,0.0029612929,0.000036704343,0.00017721957,0.000042995987,0.000013642045,0.0062399404],"genre_scores_gemma":[0.9937722,0.000721279,0.00093659037,0.0009557063,0.00001617203,0.00024120476,0.000026993912,0.000016472164,0.0033132907],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9906024,0.006509909,0.00024180982,0.00046847455,0.00083224813,0.0013451744],"domain_scores_gemma":[0.9869214,0.007849566,0.00079673517,0.00041816063,0.0014662128,0.0025479337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012221009,0.00043862223,0.0008028399,0.0013884321,0.013590299,0.0039322963,0.0015614273,0.001578283,0.0028530268],"category_scores_gemma":[0.01739374,0.0006048581,0.00035762126,0.0015259032,0.010225889,0.003890816,0.008410253,0.0035998074,0.0002914751],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000005201189,0.000021644935,0.0005956461,0.000038868475,0.0000010030321,0.00025708275,0.9972466,0.0000069913394,0.00023606296,0.0002654046,0.00009825236,0.0012272098],"study_design_scores_gemma":[0.0000014542286,0.000032991196,0.0011155069,0.000073402894,0.0000025019933,0.00011816506,0.99399227,0.000040932006,0.000077353725,0.00020230422,0.0043365536,0.0000065000327],"about_ca_topic_score_codex":0.05804332,"about_ca_topic_score_gemma":0.06825737,"teacher_disagreement_score":0.05804332,"about_ca_system_score_codex":0.0047197263,"about_ca_system_score_gemma":0.009182482,"threshold_uncertainty_score":0.11541098},"labels":[],"label_agreement":null},{"id":"W4401993490","doi":"10.15353/joci.v20i1.5479","title":"The participatory futures method: An approach to co-projecting smart urban neighbourhood places in resource-scarce communities","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Futures contract; Neighbourhood (mathematics); Citizen journalism; Resource (disambiguation); Environmental planning; Geography; Sociology; Business; Environmental resource management; Computer science; Environmental science; World Wide Web; Mathematics","score_opus":0.06434447087304117,"score_gpt":0.30885948077460984,"score_spread":0.24451500990156866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401993490","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013710676,0.0007864812,0.93548465,0.003633979,0.00034531113,0.006070635,0.00049486465,0.00025512982,0.039218113],"genre_scores_gemma":[0.09398242,0.0007300703,0.8868228,0.00038869277,0.00004195034,0.01145754,0.00023278836,0.00018572695,0.0061579566],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.8886552,0.10096538,0.0015953522,0.0035831723,0.0040532923,0.001147533],"domain_scores_gemma":[0.91501904,0.07165899,0.002009428,0.005974801,0.003931478,0.001406164],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08879557,0.0020241945,0.001545648,0.009855866,0.010328328,0.011713509,0.0060750917,0.003948633,0.016014285],"category_scores_gemma":[0.070702545,0.0015310694,0.0024151856,0.010162744,0.021090373,0.012722785,0.01928155,0.004426766,0.001293846],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001430931,0.00024594128,0.0026270377,0.001856581,0.00012464145,0.00093935017,0.36853695,0.0056770863,0.0013704892,0.40205318,0.006364035,0.21006164],"study_design_scores_gemma":[0.00019207473,0.00031497024,0.0017723592,0.0036172392,0.000118009026,0.0010379622,0.30737153,0.01210669,0.0023463562,0.41534728,0.25550744,0.00026806383],"about_ca_topic_score_codex":0.008122273,"about_ca_topic_score_gemma":0.01747161,"teacher_disagreement_score":0.08879557,"about_ca_system_score_codex":0.008476393,"about_ca_system_score_gemma":0.02252002,"threshold_uncertainty_score":0.4696015},"labels":[],"label_agreement":null},{"id":"W4401994396","doi":"10.15353/joci.v20i1.5566","title":"Citizen Art: A Creative Mural Project for Community Building","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Cultural Industries and Urban Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mural; Visual arts; Architectural engineering; Art; Engineering; Painting","score_opus":0.12238817115871727,"score_gpt":0.3763183900544444,"score_spread":0.25393021889572714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401994396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7969625,0.0006450094,0.04118649,0.0061610853,0.00070400804,0.002750299,0.00041516175,0.0016838155,0.14949162],"genre_scores_gemma":[0.89470744,0.00030915244,0.061237097,0.00092544116,0.00015833337,0.0014625487,0.00033374983,0.0003312053,0.040534906],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9958527,0.0027179902,0.0000516023,0.0003104538,0.00047513182,0.000592148],"domain_scores_gemma":[0.9961946,0.0010449371,0.00015953733,0.00054286077,0.00025406032,0.0018040437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00474893,0.00061361137,0.00026145144,0.00081583974,0.0073488904,0.004092716,0.0020277528,0.001946543,0.009448019],"category_scores_gemma":[0.0055834292,0.0003171899,0.00058563816,0.00044605165,0.004388518,0.0027522866,0.010818265,0.0019084712,0.0014185639],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018431613,0.006847203,0.017969357,0.001395018,0.000108313,0.007867872,0.39711407,0.0024734773,0.020092446,0.060679335,0.080231115,0.40337867],"study_design_scores_gemma":[0.0005227072,0.0030094169,0.014520156,0.00050977664,0.00005847492,0.0033294088,0.25325108,0.006393724,0.008565226,0.019154713,0.6905246,0.00016079261],"about_ca_topic_score_codex":0.0020023098,"about_ca_topic_score_gemma":0.00802342,"teacher_disagreement_score":0.009448019,"about_ca_system_score_codex":0.0011541282,"about_ca_system_score_gemma":0.0025834427,"threshold_uncertainty_score":0.031606793},"labels":[],"label_agreement":null},{"id":"W4402330800","doi":"10.15353/joci.v20i1.5694","title":"Rethinking the Smart City as an Intelligent City Archway","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University; Université Laval","funders":"","keywords":"Smart city; Architectural engineering; Computer science; Geography; Computer security; Internet of Things; Engineering","score_opus":0.056545228924530365,"score_gpt":0.2738095296504284,"score_spread":0.217264300725898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402330800","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1413505,0.0059368596,0.12274325,0.14011441,0.0023632296,0.00014142347,0.00020461481,0.00055025105,0.5865954],"genre_scores_gemma":[0.9436942,0.0026461517,0.022542706,0.0047199465,0.00025101224,0.00009756447,0.00007252617,0.0002633377,0.025712676],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99708337,0.0016334035,0.000067587804,0.0003218053,0.00046026657,0.00043351814],"domain_scores_gemma":[0.9979576,0.00083201786,0.000111700174,0.00047105228,0.00028828316,0.00033936842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035164005,0.00064420386,0.00048444764,0.0020607922,0.009980092,0.020386811,0.001507079,0.0038726067,0.0052259606],"category_scores_gemma":[0.004106568,0.0004907491,0.0007903734,0.0021387078,0.052377317,0.027645132,0.0140663115,0.0073970985,0.0008650717],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006396492,0.0000059834892,0.0002717247,0.000019035866,0.0000023888456,0.00006248154,0.011971033,0.00042772008,0.00007829134,0.9824929,0.0015930611,0.003069069],"study_design_scores_gemma":[0.000013382432,0.000021468702,0.0006641174,0.00016376551,0.000015602096,0.0001823742,0.035342425,0.0037800616,0.00030662227,0.66653156,0.2929398,0.00003886531],"about_ca_topic_score_codex":0.022627765,"about_ca_topic_score_gemma":0.048553362,"teacher_disagreement_score":0.022627765,"about_ca_system_score_codex":0.008191117,"about_ca_system_score_gemma":0.006537955,"threshold_uncertainty_score":0.059431016},"labels":[],"label_agreement":null},{"id":"W4403638197","doi":"10.15353/joci.v20i1.5546","title":"Short-Term Digital Platform Work’s Long-Term Impact on Livelihoods","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Digital Economy and Work Transformation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Term (time); Livelihood; Work (physics); Computer science; Business; Geography; Engineering; Physics; Agriculture","score_opus":0.04240857116312596,"score_gpt":0.3254946104207143,"score_spread":0.28308603925758835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403638197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9153048,0.004851728,0.0025381777,0.0043482506,0.00016187246,0.000043360586,0.0003415465,0.000027040976,0.07238328],"genre_scores_gemma":[0.9961293,0.0014849395,0.00042760748,0.000102669845,0.000025456839,0.000026185491,0.00005338733,0.000007802792,0.0017426753],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987557,0.00053367,0.00004205212,0.00016143087,0.00020778862,0.00029945796],"domain_scores_gemma":[0.9959055,0.0017020279,0.0005889382,0.00034924992,0.000611347,0.00084285747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027561542,0.00022192343,0.00026080164,0.0010653818,0.0022682801,0.0050805146,0.0006037997,0.0005494483,0.008003202],"category_scores_gemma":[0.00611259,0.00011941054,0.00034385666,0.0015123809,0.003114388,0.0032891706,0.007683658,0.0009689351,0.00075816415],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00047982202,0.0006055133,0.27981097,0.0022518025,0.00030552386,0.0017899221,0.14502478,0.0030821345,0.003132747,0.12347793,0.0065422817,0.4334966],"study_design_scores_gemma":[0.000020231424,0.0007523187,0.5557691,0.002598138,0.00025139176,0.00057170406,0.28044358,0.0017041421,0.0022658587,0.053523604,0.1020134,0.000086552085],"about_ca_topic_score_codex":0.0029744217,"about_ca_topic_score_gemma":0.0060810917,"teacher_disagreement_score":0.008003202,"about_ca_system_score_codex":0.0022090424,"about_ca_system_score_gemma":0.0022464958,"threshold_uncertainty_score":0.026773393},"labels":[],"label_agreement":null},{"id":"W4403638200","doi":"10.15353/joci.v20i2.5939","title":"Towards pluriversal community informatics","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Informatics; Computer science; Political science","score_opus":0.16118899393953862,"score_gpt":0.3910184837803005,"score_spread":0.2298294898407619,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403638200","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1265156,0.0050577787,0.27502996,0.09162962,0.0018571735,0.0010783117,0.0002756262,0.0009490917,0.49760687],"genre_scores_gemma":[0.8561432,0.0020196056,0.08777713,0.0048045106,0.0003638849,0.0008202212,0.00052627287,0.00038353313,0.04716172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96502596,0.02364689,0.0009216757,0.0029790627,0.0047118473,0.0027145974],"domain_scores_gemma":[0.9457979,0.022845745,0.0020864212,0.0095401155,0.0070043327,0.0127254315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.049949598,0.0007680463,0.00055326015,0.0038384632,0.017754193,0.025019249,0.003931609,0.0051642293,0.01123185],"category_scores_gemma":[0.03992822,0.0005862438,0.0006053013,0.00482116,0.03240185,0.02752202,0.050819583,0.007803733,0.0016928174],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038736278,0.00010933121,0.0033495848,0.0003426334,0.000020343476,0.00027242827,0.13854824,0.00043660245,0.00064708345,0.74713016,0.011044699,0.09806008],"study_design_scores_gemma":[0.000016213675,0.000050965613,0.0012617557,0.0005597027,0.000009416018,0.00023080184,0.11209111,0.0009405492,0.00066700386,0.266062,0.61806947,0.00004097894],"about_ca_topic_score_codex":0.016872758,"about_ca_topic_score_gemma":0.024342898,"teacher_disagreement_score":0.049949598,"about_ca_system_score_codex":0.009735235,"about_ca_system_score_gemma":0.035504173,"threshold_uncertainty_score":0.26416188},"labels":[],"label_agreement":null},{"id":"W4403638248","doi":"10.15353/joci.v20i1.5601","title":"Barriers to Meaningful Connectivity","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.03327036946103113,"score_gpt":0.2906353377279648,"score_spread":0.25736496826693367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403638248","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38837114,0.0031528333,0.022034755,0.071206816,0.0010841173,0.0010933352,0.0011279909,0.00032677854,0.5116022],"genre_scores_gemma":[0.97670174,0.0012682908,0.003738865,0.0031949375,0.00009160119,0.00035963822,0.0002598682,0.000074722506,0.014310278],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.98729926,0.005278159,0.00095004454,0.00091571634,0.0028458873,0.0027109976],"domain_scores_gemma":[0.97771466,0.01087527,0.0019621314,0.0015811748,0.003766518,0.004100239],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006156495,0.00038171432,0.00042420873,0.0011475179,0.0053759865,0.006283298,0.0020656313,0.0019477078,0.030753782],"category_scores_gemma":[0.037056305,0.00038467013,0.0006003501,0.0011918661,0.005902504,0.0044082734,0.010582184,0.003574892,0.002132212],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000114109396,0.00041215177,0.056262936,0.0019643854,0.00013371144,0.0040523657,0.23676488,0.0014726393,0.0022493755,0.43444917,0.07313567,0.18898858],"study_design_scores_gemma":[0.00003584592,0.00016222322,0.030120421,0.003266857,0.00006992763,0.0028251752,0.26551497,0.001207399,0.00045491254,0.08064245,0.61560094,0.00009895648],"about_ca_topic_score_codex":0.026240913,"about_ca_topic_score_gemma":0.029250298,"teacher_disagreement_score":0.030753782,"about_ca_system_score_codex":0.0044631693,"about_ca_system_score_gemma":0.010406688,"threshold_uncertainty_score":0.10288167},"labels":[],"label_agreement":null},{"id":"W4403638289","doi":"10.15353/joci.v20i2.5639","title":"A Community Informatics Research Network Vision Statement","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Statement (logic); Informatics; Data science; Computer science; Political science","score_opus":0.3454313700083567,"score_gpt":0.50257466053793,"score_spread":0.15714329052957327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403638289","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0050323317,0.005462422,0.06490516,0.7166384,0.032487027,0.003270238,0.00081420125,0.0005587637,0.17083143],"genre_scores_gemma":[0.11566412,0.009748244,0.28126594,0.2326179,0.010521237,0.011061781,0.0038264496,0.0008231907,0.3344711],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9362405,0.028241843,0.0056010196,0.0049570724,0.019186057,0.0057736067],"domain_scores_gemma":[0.8823495,0.03696067,0.0072846785,0.008445307,0.03431763,0.030642262],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.114360526,0.0015146278,0.00094104285,0.003271612,0.014688229,0.031094143,0.0050828937,0.024865951,0.008811772],"category_scores_gemma":[0.08904704,0.0013526691,0.0014162045,0.0022621318,0.010490066,0.014890973,0.025275521,0.03343039,0.0059481054],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005884853,0.00024463184,0.00078522647,0.00068061275,0.0000129455775,0.00067645346,0.005541681,0.0012756259,0.0016679253,0.56412494,0.36512822,0.059802916],"study_design_scores_gemma":[0.000014686205,0.0000748479,0.00036446925,0.00074053265,0.0000053807194,0.00027669876,0.0024343967,0.00071268535,0.00034506826,0.039893825,0.9550735,0.00006389656],"about_ca_topic_score_codex":0.008396541,"about_ca_topic_score_gemma":0.00808926,"teacher_disagreement_score":0.114360526,"about_ca_system_score_codex":0.015418962,"about_ca_system_score_gemma":0.12464891,"threshold_uncertainty_score":0.6048035},"labels":[],"label_agreement":null},{"id":"W4403638924","doi":"10.15353/joci.v20i2.5606","title":"Reflecting on Two Decades of Community Informatics: Unfulfilled Promises and Unanticipated Challenges","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Data science; Engineering ethics; Political science; Computer science; Engineering; Law","score_opus":0.16646816366654657,"score_gpt":0.382456310517942,"score_spread":0.21598814685139542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403638924","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034359246,0.024552854,0.008183142,0.8951029,0.0073494166,0.00005294727,0.00005369702,0.000108882836,0.030237054],"genre_scores_gemma":[0.7637313,0.032246787,0.011915582,0.15404914,0.008889355,0.00023686505,0.00010530929,0.0003965181,0.028429113],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9728506,0.018066954,0.0007148051,0.0014458987,0.0041596456,0.002762009],"domain_scores_gemma":[0.9439877,0.03066414,0.0025913306,0.0036735593,0.0062104627,0.012872889],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.044187997,0.0005894223,0.0009248772,0.0024795237,0.020208782,0.02175015,0.002452301,0.008804336,0.007494823],"category_scores_gemma":[0.04777937,0.00052885956,0.0005967905,0.0024400288,0.035260398,0.03399269,0.02620401,0.01823489,0.0013564297],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009566653,0.00013591655,0.0022516076,0.00055086904,0.00003403115,0.0005856822,0.14954849,0.0003533406,0.00041724183,0.612061,0.116076946,0.11788915],"study_design_scores_gemma":[0.000021838558,0.000088494846,0.0013610976,0.0010583636,0.000010936521,0.0004160855,0.16463393,0.0003372773,0.0002906456,0.16079627,0.67090684,0.000078194505],"about_ca_topic_score_codex":0.006238468,"about_ca_topic_score_gemma":0.013032114,"teacher_disagreement_score":0.044187997,"about_ca_system_score_codex":0.0085057635,"about_ca_system_score_gemma":0.016253358,"threshold_uncertainty_score":0.23369122},"labels":[],"label_agreement":null},{"id":"W4403638975","doi":"10.15353/joci.v20i1.5497","title":"The Contribution of Community Informatics in Rural Communities to Development","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Rural community; Community development; Geography; Environmental planning; Sociology; Political science; Socioeconomics","score_opus":0.03570028615173322,"score_gpt":0.2849479862035654,"score_spread":0.24924770005183217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403638975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90881884,0.001613215,0.0034151238,0.0040560085,0.000051382693,0.00022917615,0.00003407803,0.00006356465,0.08171868],"genre_scores_gemma":[0.9974605,0.00036166,0.00083883986,0.00006449356,0.000008106236,0.000019646703,0.000005920381,0.0000028816128,0.0012380071],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9970784,0.0018439906,0.00008153467,0.00015505176,0.00032547655,0.0005156146],"domain_scores_gemma":[0.9960526,0.0017164446,0.00047616856,0.00019291474,0.00043344081,0.0011284972],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023554785,0.00020972487,0.00018798895,0.001944793,0.0056306496,0.0045426735,0.0007212393,0.00054660277,0.0024404086],"category_scores_gemma":[0.0050602336,0.00022576415,0.00013435684,0.0016843259,0.004118608,0.0013943233,0.0074148066,0.00060635677,0.00016104057],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000111646776,0.0005622745,0.11953508,0.00095948746,0.000041376774,0.0041772285,0.45572835,0.0009228013,0.0039284024,0.04648947,0.0035633105,0.36398062],"study_design_scores_gemma":[0.000040672472,0.0006042202,0.10715272,0.00081194355,0.00006386004,0.0024547772,0.65989316,0.0015509188,0.0016457239,0.018305987,0.20739537,0.00008065639],"about_ca_topic_score_codex":0.0060415464,"about_ca_topic_score_gemma":0.011147114,"teacher_disagreement_score":0.0060415464,"about_ca_system_score_codex":0.002879717,"about_ca_system_score_gemma":0.0068826103,"threshold_uncertainty_score":0.020893931},"labels":[],"label_agreement":null},{"id":"W4403639022","doi":"10.15353/joci.v20i1.5144","title":"Use of Electronic Mail by Educated Older Adults in Oyo State, Nigeria","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Technology Use by Older Adults","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"State (computer science); Computer science","score_opus":0.017000429751605216,"score_gpt":0.2916848414910918,"score_spread":0.2746844117394866,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403639022","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9991716,0.00014265226,0.00002302352,0.000067639696,0.0000034889442,0.0000067823494,0.00005893245,9.770379e-7,0.000524928],"genre_scores_gemma":[0.9988422,0.00046238827,0.00011233506,0.00008368814,0.000004962036,0.000008452452,0.00006026911,5.880726e-7,0.00042502696],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9998053,0.000050225004,0.000044088294,0.000019178196,0.000045298068,0.000035951674],"domain_scores_gemma":[0.9987766,0.0003360532,0.00055813417,0.000035183744,0.00014909283,0.00014491063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045622393,0.00012898313,0.00015730842,0.00057208346,0.00040465963,0.00048761556,0.00011364868,0.0002885627,0.0015992078],"category_scores_gemma":[0.0020403292,0.00013440668,0.00016883071,0.00035265574,0.00014394136,0.0004747316,0.00037338035,0.0002653436,0.00023917572],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039693914,0.00013401693,0.97446793,0.000106399486,0.000009820201,0.00028017053,0.009343736,0.000013738286,0.00058931217,0.00003623815,0.00016970806,0.014809174],"study_design_scores_gemma":[0.000003666956,0.00031191323,0.97475237,0.0001829085,0.000020697242,0.00056398945,0.022600913,0.00006043105,0.00015582498,0.000026099942,0.0013144511,0.0000066449215],"about_ca_topic_score_codex":0.0041328515,"about_ca_topic_score_gemma":0.011574073,"teacher_disagreement_score":0.0041328515,"about_ca_system_score_codex":0.00018240939,"about_ca_system_score_gemma":0.00031873528,"threshold_uncertainty_score":0.008217573},"labels":[],"label_agreement":null},{"id":"W4403639064","doi":"10.15353/joci.v20i2.5881","title":"Towards Desirable Futures","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Futures contract; Economics; Financial economics","score_opus":0.04542235518016942,"score_gpt":0.31478691005522286,"score_spread":0.26936455487505345,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403639064","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018527096,0.009700852,0.06797607,0.44996879,0.0038067661,0.00015806871,0.0002169718,0.00035035392,0.449295],"genre_scores_gemma":[0.7868994,0.010532015,0.10085518,0.043675195,0.001525407,0.00083447376,0.00036009165,0.00040575484,0.054912582],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9861237,0.008896895,0.00034832486,0.0014115394,0.001959364,0.0012601662],"domain_scores_gemma":[0.9885151,0.0048563974,0.00071180536,0.0012019892,0.0020897572,0.0026250428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020121219,0.00092526455,0.00077504787,0.0018098578,0.010277426,0.016888285,0.0020999708,0.009172487,0.015225648],"category_scores_gemma":[0.019749204,0.00054181117,0.0007769713,0.0009963737,0.029587325,0.026156528,0.013137582,0.010782707,0.0039392556],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009571066,0.000020307716,0.00009401994,0.00004962646,0.0000026578014,0.00006410332,0.0029904377,0.00016459898,0.000079493286,0.98266315,0.008301133,0.0055610174],"study_design_scores_gemma":[0.000008605245,0.000013915305,0.00006120312,0.00012370732,0.0000019426377,0.00006679946,0.0055970894,0.00031240183,0.00009699568,0.85158724,0.14211804,0.000012008311],"about_ca_topic_score_codex":0.0016844999,"about_ca_topic_score_gemma":0.0034420385,"teacher_disagreement_score":0.020121219,"about_ca_system_score_codex":0.0073991814,"about_ca_system_score_gemma":0.012101121,"threshold_uncertainty_score":0.10641241},"labels":[],"label_agreement":null},{"id":"W4403798660","doi":"10.15353/joci.v20i2.5938","title":"Community Informatics &amp; I","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Computer science; Engineering; Electrical engineering","score_opus":0.029416343513548323,"score_gpt":0.2801610526567298,"score_spread":0.2507447091431815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403798660","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044565187,0.0049503865,0.0074550477,0.072838545,0.007921959,0.00013900925,0.00019038584,0.00037754572,0.9016705],"genre_scores_gemma":[0.16112942,0.007444443,0.0102282595,0.024142012,0.0053613354,0.00044143575,0.0004502127,0.00047733955,0.7903256],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963081,0.0014387425,0.00014741815,0.0005343362,0.0011383907,0.00043302885],"domain_scores_gemma":[0.99430734,0.0010201735,0.000410904,0.00071357505,0.0016509801,0.0018969664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002700972,0.00040956706,0.000296336,0.0014850089,0.0080850795,0.01566814,0.0011386165,0.0025029322,0.05740165],"category_scores_gemma":[0.010821287,0.00023419544,0.00032408157,0.0024016143,0.0054138307,0.009088644,0.008942779,0.0039649187,0.02490711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023093455,0.00006190127,0.0009607763,0.00021797167,0.000005922694,0.00018122648,0.0090316245,0.00007859502,0.00027024644,0.3928193,0.45320222,0.1431471],"study_design_scores_gemma":[0.0000022230342,0.000008027724,0.0002894245,0.00012700917,0.0000013139664,0.00011999589,0.00331594,0.00008120761,0.000090554495,0.015654089,0.9803042,0.0000059793338],"about_ca_topic_score_codex":0.004559467,"about_ca_topic_score_gemma":0.00536438,"teacher_disagreement_score":0.05740165,"about_ca_system_score_codex":0.00473545,"about_ca_system_score_gemma":0.007849666,"threshold_uncertainty_score":0.19202769},"labels":[],"label_agreement":null},{"id":"W4404060178","doi":"10.15353/joci.v20i2.5906","title":"Revisiting the Access Rainbow","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto; Brock University","funders":"","keywords":"Rainbow; Computer science; Physics; Optics","score_opus":0.07068636350723363,"score_gpt":0.32995958007441073,"score_spread":0.2592732165671771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404060178","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030482104,0.0046199863,0.23025168,0.20903467,0.002832851,0.00018285507,0.00040643467,0.0010016818,0.5211877],"genre_scores_gemma":[0.85273945,0.0036359814,0.03824704,0.027632266,0.0016728912,0.0003725923,0.00023950722,0.0009788249,0.074481264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9853688,0.0053608064,0.0007297001,0.0024877968,0.004374561,0.0016783575],"domain_scores_gemma":[0.97778416,0.010584447,0.0007816645,0.0057544336,0.003304679,0.0017905537],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017241258,0.00058178464,0.0009736861,0.002466733,0.009626631,0.020439085,0.0034373573,0.008650051,0.024691314],"category_scores_gemma":[0.037922353,0.0007227741,0.0011402343,0.0026502486,0.047081023,0.060476534,0.022477621,0.014293156,0.0034755229],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000071197246,0.000005594469,0.00009340802,0.00002007752,0.0000022212166,0.000029677632,0.0009350165,0.00012608299,0.000042435742,0.9928831,0.0025591797,0.0032961613],"study_design_scores_gemma":[0.000009239994,0.000012982627,0.00014075993,0.00011470744,0.0000051932857,0.0000863442,0.0012034453,0.0008463984,0.00013851225,0.9190295,0.07839434,0.000018571001],"about_ca_topic_score_codex":0.01365105,"about_ca_topic_score_gemma":0.00751345,"teacher_disagreement_score":0.024691314,"about_ca_system_score_codex":0.008676962,"about_ca_system_score_gemma":0.010324005,"threshold_uncertainty_score":0.091181576},"labels":[],"label_agreement":null},{"id":"W4404201151","doi":"10.15353/joci.v20i2.6111","title":"Mundane Technologies and Community Informatics","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Engineering ethics; Sociology; Political science; Engineering","score_opus":0.04216797349524425,"score_gpt":0.2801898855780149,"score_spread":0.23802191208277063,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404201151","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16718031,0.025650619,0.098557636,0.064194664,0.0015082298,0.00024844057,0.00009013467,0.00030001823,0.6422699],"genre_scores_gemma":[0.9680577,0.0056030722,0.011656481,0.0017475901,0.00028580666,0.00019409115,0.000044437544,0.000066712084,0.012344134],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9935209,0.0042702034,0.00018185726,0.0005872591,0.00083246705,0.0006072833],"domain_scores_gemma":[0.99461347,0.0030704134,0.00049596105,0.0006915385,0.0003270733,0.0008014087],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.004693037,0.0004823253,0.00042256044,0.0031613805,0.011333009,0.01361987,0.0012051895,0.002623872,0.007195992],"category_scores_gemma":[0.006674692,0.00028447263,0.00042874375,0.002723542,0.044735134,0.015917009,0.019626657,0.0033460923,0.0006960462],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000066865064,0.000017342023,0.00045209267,0.000080374215,0.0000038982375,0.00011327697,0.03636407,0.00014302926,0.00013393063,0.9492869,0.0011353422,0.012263121],"study_design_scores_gemma":[0.000012222908,0.000039721675,0.00067292486,0.000314252,0.0000064406636,0.00043953443,0.06569672,0.0006181599,0.00030851332,0.707481,0.22438222,0.00002825098],"about_ca_topic_score_codex":0.0028272055,"about_ca_topic_score_gemma":0.0029442192,"teacher_disagreement_score":0.988667,"about_ca_system_score_codex":0.0047182865,"about_ca_system_score_gemma":0.005435361,"threshold_uncertainty_score":0.03423375},"labels":[],"label_agreement":null},{"id":"W4404572725","doi":"10.15353/joci.v20i2.5895","title":"Luddism for Community Informatics","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"German History and Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Informatics; Computer science; Data science; Political science","score_opus":0.07422597431766792,"score_gpt":0.27429795759342857,"score_spread":0.20007198327576065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404572725","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00397219,0.020581732,0.0280025,0.3671344,0.008991921,0.0000810935,0.00012472646,0.00051344995,0.57059795],"genre_scores_gemma":[0.44793335,0.0161539,0.024786297,0.08454816,0.009398173,0.0006641287,0.00020554735,0.0006876076,0.41562283],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99491405,0.0029093842,0.00017252256,0.0005902939,0.0009537651,0.00045993034],"domain_scores_gemma":[0.9951597,0.0024630092,0.00031758178,0.0006430686,0.00053122547,0.0008854298],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053010904,0.0006475513,0.00043524557,0.0018595267,0.009520997,0.009946218,0.0011945382,0.0047268677,0.021241145],"category_scores_gemma":[0.009654566,0.00022405377,0.00050464756,0.0019229733,0.017769692,0.011385655,0.008832602,0.009509318,0.0058176946],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000046056434,0.0000062320655,0.000032733067,0.00002261624,0.0000010060807,0.000029273479,0.001416646,0.000036562826,0.000021019725,0.95981044,0.031966064,0.006652788],"study_design_scores_gemma":[0.0000064969595,0.000007307556,0.00005402278,0.000116666946,0.0000013769595,0.000057088495,0.0010154197,0.00015806791,0.000073110525,0.41310546,0.5853977,0.0000073533815],"about_ca_topic_score_codex":0.0026067235,"about_ca_topic_score_gemma":0.003157276,"teacher_disagreement_score":0.021241145,"about_ca_system_score_codex":0.0072833938,"about_ca_system_score_gemma":0.005345652,"threshold_uncertainty_score":0.07105875},"labels":[],"label_agreement":null},{"id":"W4404992816","doi":"10.15353/joci.v20i2.6164","title":"Who pays? Reflections on 20 years of The Journal of Community Informatics and the current state of Open Access publishing","year":2024,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Publishing; State (computer science); Current (fluid); Informatics; Library science; Political science; Media studies; Sociology; Computer science; Engineering; Law; Electrical engineering","score_opus":0.12042784561750254,"score_gpt":0.3996987634022577,"score_spread":0.27927091778475516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404992816","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013939867,0.013682475,0.00015325032,0.97003955,0.008154681,0.000005103718,0.00001907685,0.00000916444,0.0065427097],"genre_scores_gemma":[0.076856196,0.027800456,0.0006314203,0.8428153,0.035060946,0.00006122203,0.0000618319,0.00019318501,0.016519455],"study_design_codex":"not_applicable","study_design_gemma":"qualitative","domain_scores_codex":[0.9343862,0.026356952,0.0033248207,0.003578996,0.020479554,0.01187349],"domain_scores_gemma":[0.5846651,0.2786748,0.012243191,0.0076776287,0.052281715,0.06445754],"candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.08924873,0.00061604404,0.0018336897,0.00368514,0.020253867,0.05334408,0.005283396,0.039825846,0.02353096],"category_scores_gemma":[0.19139713,0.0008795086,0.0014418439,0.006879056,0.04920299,0.064410895,0.015757427,0.05879436,0.0030856144],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012885194,0.00017853921,0.0012574862,0.0003072942,0.00003427515,0.00046909956,0.032095406,0.00008959118,0.00013526563,0.24158412,0.6883971,0.035323083],"study_design_scores_gemma":[0.000028237519,0.000035950085,0.0010186022,0.001018967,0.000011221627,0.00017831384,0.044696428,0.00006902623,0.000080467216,0.05092073,0.9018514,0.00009053766],"about_ca_topic_score_codex":0.024767855,"about_ca_topic_score_gemma":0.035994943,"teacher_disagreement_score":0.9947166,"about_ca_system_score_codex":0.01532937,"about_ca_system_score_gemma":0.03552775,"threshold_uncertainty_score":0.47199804},"labels":[],"label_agreement":null},{"id":"W4406170043","doi":"10.15353/joci.v21i1.6071","title":"Disparity, Instability, and Power in the Crowdmapping Ecosystem","year":2025,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Instability; Power (physics); Ecosystem; Environmental science; Economics; Physics; Mechanics; Ecology; Biology; Thermodynamics","score_opus":0.023885356424597007,"score_gpt":0.2835230116149953,"score_spread":0.25963765519039833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406170043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71279985,0.0017928996,0.03547228,0.024439422,0.00022664027,0.00016565836,0.00018620567,0.00013500889,0.22478205],"genre_scores_gemma":[0.99417263,0.00017436393,0.0028116005,0.0005480802,0.00003001063,0.000060435705,0.000025570522,0.000039067138,0.0021383143],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98913705,0.006159205,0.00025706462,0.0014886652,0.0017292023,0.0012288789],"domain_scores_gemma":[0.9903715,0.005659652,0.0009845159,0.0010780893,0.0008481588,0.0010580696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011360488,0.0003905916,0.0006056816,0.0053517856,0.015107694,0.013431572,0.0017597032,0.0023680415,0.005281031],"category_scores_gemma":[0.021768495,0.0006292879,0.00039302759,0.0032845703,0.03998349,0.0129258195,0.020609507,0.0023290983,0.00034222135],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008909117,0.00006330929,0.0278426,0.00014588109,0.000036595524,0.0010325221,0.46530148,0.001069835,0.0010022394,0.45466277,0.0044167624,0.044336874],"study_design_scores_gemma":[0.000029478844,0.000060381648,0.02273078,0.0003036978,0.000033938126,0.00065196946,0.35171992,0.003214065,0.00046113416,0.488994,0.13168469,0.00011597086],"about_ca_topic_score_codex":0.012267322,"about_ca_topic_score_gemma":0.015221858,"teacher_disagreement_score":0.015107694,"about_ca_system_score_codex":0.005448944,"about_ca_system_score_gemma":0.004040917,"threshold_uncertainty_score":0.060080707},"labels":[],"label_agreement":null},{"id":"W4413378967","doi":"10.15353/joci.v21i1.6676","title":"An Outpost of Digital Hope","year":2025,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art","score_opus":0.017267425968439346,"score_gpt":0.2718388461165035,"score_spread":0.25457142014806416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413378967","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025082378,0.007329402,0.003031532,0.30370858,0.0075349724,0.000052280408,0.00015219611,0.00016586753,0.6529427],"genre_scores_gemma":[0.63115716,0.0038430563,0.001256072,0.08258528,0.0015953676,0.00007690757,0.00011723783,0.00026106302,0.2791079],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99474734,0.0026464718,0.00010433514,0.00040505466,0.000977885,0.0011188665],"domain_scores_gemma":[0.99598974,0.0015895489,0.00022078877,0.0004653268,0.0004834023,0.0012511525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004722099,0.00038717722,0.0003782614,0.001015037,0.015742067,0.014185803,0.0011344359,0.0042423685,0.02370567],"category_scores_gemma":[0.0106536215,0.00027994608,0.00043006652,0.001107291,0.024738736,0.01694029,0.0138345575,0.011408779,0.0029981635],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000021598078,0.000024148778,0.0004227543,0.000045245204,0.0000036759313,0.00044907967,0.085011326,0.000034139783,0.000088251385,0.77352935,0.12742488,0.012945519],"study_design_scores_gemma":[0.0000042664287,0.000009191796,0.0001315949,0.000098124576,0.0000015392883,0.0001548123,0.036149006,0.000038342092,0.000062721025,0.032599322,0.9307428,0.000008234618],"about_ca_topic_score_codex":0.004702834,"about_ca_topic_score_gemma":0.00883606,"teacher_disagreement_score":0.02370567,"about_ca_system_score_codex":0.005815789,"about_ca_system_score_gemma":0.0055300226,"threshold_uncertainty_score":0.079303324},"labels":[],"label_agreement":null},{"id":"W4414237565","doi":"10.15353/joci.v21i1.5508","title":"Sisyphus’s Broadband: Exploring models of rural community participation in digital infrastructure and connectivity","year":2025,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT Impact and Policies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Selkirk College; Brandon University; University of Guelph","funders":"Mitacs","keywords":"Digital divide; The Internet; Rural community; Set (abstract data type); Face (sociological concept); Internet access; Rural area; Community development; Community participation","score_opus":0.03598863679537019,"score_gpt":0.2759511475028721,"score_spread":0.2399625107075019,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414237565","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.514161,0.0005481666,0.11556594,0.0122019565,0.000084650266,0.00024562894,0.00028239662,0.00011175882,0.3567985],"genre_scores_gemma":[0.9868615,0.00025090747,0.006145912,0.00010987417,0.000011036108,0.00011940111,0.000035972433,0.000017617745,0.006447808],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9984426,0.001115936,0.000019474559,0.0001207217,0.000093480914,0.00020777063],"domain_scores_gemma":[0.9972705,0.0017985936,0.00023298015,0.00012565771,0.00018234995,0.00038979488],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023353526,0.00046675614,0.00039162062,0.0012419937,0.0029218132,0.0038084341,0.0014913745,0.0013708763,0.010964607],"category_scores_gemma":[0.004610447,0.00025554918,0.00070146244,0.0019394017,0.004252844,0.0045624026,0.003723157,0.0013826316,0.00058268366],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028532784,0.00009844716,0.0031490703,0.00003469591,0.000016364715,0.00017335056,0.006227283,0.031664737,0.000098840865,0.9539026,0.0011800873,0.0034260165],"study_design_scores_gemma":[0.000061653795,0.00011841769,0.0026922198,0.00011526116,0.000031856584,0.00018009849,0.021421943,0.26936096,0.00011643346,0.6823661,0.02350302,0.00003207614],"about_ca_topic_score_codex":0.021603175,"about_ca_topic_score_gemma":0.024189278,"teacher_disagreement_score":0.021603175,"about_ca_system_score_codex":0.0045609777,"about_ca_system_score_gemma":0.0030334985,"threshold_uncertainty_score":0.042954862},"labels":[],"label_agreement":null},{"id":"W4415478906","doi":"10.15353/joci.v21i1.5931","title":"Exploring Digital Inclusion: Addressing Homelessness Through Equitable Design on TikTok","year":2025,"lang":"","type":"article","venue":"The Journal of Community Informatics","topic":"Smart Cities and Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"University of Ottawa","keywords":"Digital inclusion; Digital divide; Inclusion (mineral); Social capital; Digital health; Equity (law); Qualitative research; The Internet","score_opus":0.1649444920299538,"score_gpt":0.2957809492753275,"score_spread":0.1308364572453737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415478906","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8953958,0.0014760256,0.020952765,0.0046293945,0.0003967346,0.0004050422,0.00019482961,0.0005666073,0.07598281],"genre_scores_gemma":[0.97183526,0.0012397292,0.0111718895,0.0010957973,0.000061746025,0.0004185385,0.0001678143,0.0001891785,0.013820046],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9982382,0.0009679117,0.00007645191,0.00010314471,0.00025915078,0.0003552052],"domain_scores_gemma":[0.9977176,0.000985549,0.00024300054,0.00032303671,0.0001598486,0.0005710358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022076764,0.0005517929,0.00044065248,0.0014799675,0.004971561,0.0067891954,0.0015420918,0.0010511071,0.0093564605],"category_scores_gemma":[0.005414131,0.00024391981,0.0006319992,0.0011788158,0.0055094026,0.0080420645,0.0114087565,0.0016034892,0.001459938],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070837786,0.0009301516,0.026228163,0.0025006975,0.00007086397,0.0031919167,0.6517099,0.00064143067,0.009111405,0.040161725,0.015562408,0.24918303],"study_design_scores_gemma":[0.00008559535,0.0010568326,0.015737927,0.0017386585,0.00013908451,0.0021406228,0.6494276,0.0011367754,0.003101203,0.02625542,0.29905227,0.00012800681],"about_ca_topic_score_codex":0.00077431253,"about_ca_topic_score_gemma":0.0017731383,"teacher_disagreement_score":0.0093564605,"about_ca_system_score_codex":0.0014611363,"about_ca_system_score_gemma":0.0016985687,"threshold_uncertainty_score":0.031300485},"labels":[],"label_agreement":null},{"id":"W4415622340","doi":"10.15353/joci.v21i1.6054","title":"Exploring Digital Inclusion in Loíza, Puerto Rico: Evidence from the Project OCEBAL","year":2025,"lang":"","type":"article","venue":"The Journal of Community Informatics","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Digital literacy; Internet access; Digital divide; Digital inclusion; General partnership; Literacy; Equity (law); Sample (material)","score_opus":0.19845842759960783,"score_gpt":0.3603897014900447,"score_spread":0.16193127389043685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415622340","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879048,0.0005924359,0.00015072282,0.0009438404,0.000010394618,0.0001674686,0.00010942597,0.0000040749333,0.010116823],"genre_scores_gemma":[0.9953371,0.0012718224,0.00026907487,0.00044524687,0.000008038203,0.0003716893,0.000118590644,0.000004950531,0.0021733493],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984139,0.00092522765,0.000045833807,0.000121224344,0.00018905754,0.0003047513],"domain_scores_gemma":[0.9968195,0.001541908,0.0005984388,0.00030544997,0.0004631758,0.00027150783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033697658,0.00031663728,0.00028195314,0.0010416831,0.0032851838,0.0018069245,0.00087808643,0.0005451376,0.0028258087],"category_scores_gemma":[0.007830538,0.00024067983,0.00019180255,0.0012958057,0.00282622,0.0015470461,0.0057098013,0.00081122253,0.00026618916],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046350228,0.0010583155,0.14276715,0.0015667584,0.00008006863,0.0019672283,0.69459844,0.000100942096,0.0018410817,0.0042445045,0.0033827298,0.14792927],"study_design_scores_gemma":[0.000042882562,0.0002877738,0.19914427,0.0008569735,0.00006907454,0.00020210724,0.7680101,0.000098240635,0.0005955694,0.0006449624,0.030029345,0.00001870066],"about_ca_topic_score_codex":0.08715692,"about_ca_topic_score_gemma":0.17307228,"teacher_disagreement_score":0.08715692,"about_ca_system_score_codex":0.0025397819,"about_ca_system_score_gemma":0.004563182,"threshold_uncertainty_score":0.17329925},"labels":[],"label_agreement":null},{"id":"W4415622490","doi":"10.15353/joci.v21i1.6400","title":"Migrant and Seasonal Farmworkers in Digital Inclusion Planning, North Carolina, 2023-2024","year":2025,"lang":"","type":"article","venue":"The Journal of Community Informatics","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Institute of Museum and Library Services","keywords":"Inclusion (mineral); Digital inclusion; Invisibility; Agriculture; Digital divide; Inclusion–exclusion principle","score_opus":0.01506090130357297,"score_gpt":0.2418587856613623,"score_spread":0.22679788435778933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415622490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9384466,0.00041529545,0.00063743,0.0113177365,0.000077122895,0.00042277656,0.00056250644,0.00006243054,0.048058078],"genre_scores_gemma":[0.97757566,0.00070924824,0.0019705885,0.0019153302,0.000024800967,0.00070701155,0.00063586666,0.000028934302,0.016432509],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9984012,0.000464634,0.00006820715,0.00013615066,0.00039489218,0.0005348872],"domain_scores_gemma":[0.9956547,0.0010855999,0.00043358904,0.00016765296,0.0008368726,0.0018215374],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026364315,0.00014560382,0.000090281515,0.0009993841,0.008936544,0.0025780003,0.0010532712,0.0005712539,0.006712712],"category_scores_gemma":[0.0060718847,0.00020524081,0.00013511717,0.0015580568,0.0016230791,0.0012966167,0.0054775523,0.00115483,0.000508343],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000160226,0.0007609914,0.3055957,0.00033762495,0.000018533688,0.0027949882,0.31464335,0.00060394115,0.0011380746,0.006307213,0.10926611,0.2583733],"study_design_scores_gemma":[0.000012748425,0.000094011084,0.22193605,0.00037270025,0.000010302017,0.00022034017,0.6631852,0.0004854708,0.00030298796,0.00110768,0.11224317,0.000029419594],"about_ca_topic_score_codex":0.33802843,"about_ca_topic_score_gemma":0.578339,"teacher_disagreement_score":0.33802843,"about_ca_system_score_codex":0.009449286,"about_ca_system_score_gemma":0.027499463,"threshold_uncertainty_score":0.67212176},"labels":[],"label_agreement":null},{"id":"W4415622504","doi":"10.15353/joci.v21i1.6644","title":"Pin the tail on the researcher","year":2025,"lang":"","type":"article","venue":"The Journal of Community Informatics","topic":"Hate Speech and Cyberbullying Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accountability; Foregrounding; Social media; Sociotechnical system; Social engineering (security); Democracy","score_opus":0.05616053219459451,"score_gpt":0.30848288197266693,"score_spread":0.25232234977807244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415622504","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027265896,0.013958391,0.011043268,0.53282267,0.13285775,0.00033321662,0.00048817435,0.0010504724,0.30471945],"genre_scores_gemma":[0.08667384,0.006471211,0.004254064,0.30745506,0.02084788,0.00069801015,0.00029772165,0.0013942828,0.5719079],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9869039,0.007298086,0.00063177594,0.0019761533,0.0021420696,0.0010480433],"domain_scores_gemma":[0.97486025,0.008561132,0.0014793205,0.0039347475,0.007548899,0.003615665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009223717,0.0007764739,0.0010266145,0.0017571603,0.0070854304,0.0124379685,0.0019159593,0.006117896,0.103846475],"category_scores_gemma":[0.06600358,0.0005840473,0.0006755173,0.0015032615,0.013282958,0.014265228,0.011136051,0.01314689,0.07208449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000057433717,0.000020407208,0.00036771476,0.00026410917,0.000013777165,0.0004088091,0.019833121,0.00003911491,0.00037438807,0.12541367,0.8152825,0.037925024],"study_design_scores_gemma":[0.0000049752757,0.000009441378,0.000117293785,0.0004022563,0.000003843789,0.0001346922,0.008849567,0.00002717319,0.000070280126,0.009988636,0.9803827,0.000009102686],"about_ca_topic_score_codex":0.0043308237,"about_ca_topic_score_gemma":0.0060630054,"teacher_disagreement_score":0.103846475,"about_ca_system_score_codex":0.004029702,"about_ca_system_score_gemma":0.007223511,"threshold_uncertainty_score":0.34740108},"labels":[],"label_agreement":null},{"id":"W4416042260","doi":"10.15353/joci.v22i1.6087","title":"ICT Use, Collective Agency and Community Transformation in Rural Bangladesh","year":2025,"lang":"en","type":"article","venue":"The Journal of Community Informatics","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Information and Communications Technology; Agency (philosophy); Capability approach; Digital divide; Collectivism; Inclusion (mineral); Focus group; Digital inclusion; Perspective (graphical)","score_opus":0.03830692374491825,"score_gpt":0.27770675436953396,"score_spread":0.2393998306246157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416042260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96629524,0.00034146747,0.0006964886,0.001138289,0.0000076037545,0.00005954534,0.000032284268,0.000007810857,0.03142122],"genre_scores_gemma":[0.99859864,0.0001788819,0.00013207507,0.000027305656,0.0000012359241,0.000024128822,0.000006598227,0.00000193368,0.0010292314],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99749774,0.0015794267,0.00008355876,0.0002002342,0.00026550004,0.0003734779],"domain_scores_gemma":[0.9985147,0.0006659796,0.00029936485,0.00010527664,0.00014016892,0.00027449633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021136045,0.00031492006,0.00025368674,0.0013311786,0.0055747046,0.0040018973,0.00046688635,0.00061425264,0.0028236571],"category_scores_gemma":[0.0031770503,0.00020284766,0.00013426885,0.0015954063,0.0072723036,0.0020536117,0.006380238,0.00061615533,0.00020781631],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008288641,0.00010696082,0.065561876,0.00021411135,0.000026603919,0.0013802958,0.845346,0.00037475934,0.002067476,0.03018012,0.0008381295,0.05382081],"study_design_scores_gemma":[0.000013072789,0.00011988758,0.03493997,0.00015267695,0.000013696586,0.00031364462,0.9240416,0.00027682076,0.0003649265,0.0061810263,0.03355134,0.000031246134],"about_ca_topic_score_codex":0.023454307,"about_ca_topic_score_gemma":0.03938613,"teacher_disagreement_score":0.023454307,"about_ca_system_score_codex":0.0043756966,"about_ca_system_score_gemma":0.003168136,"threshold_uncertainty_score":0.04663557},"labels":[],"label_agreement":null}]}