{"meta":{"query_hash":"47fc9082dd2d","filters":{"venue":"International Journal of Organizational and Collective Intelligence"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"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/47fc9082dd2d","api":"https://metacan.xera.ac/api/v1/cohort?venue=International+Journal+of+Organizational+and+Collective+Intelligence"},"results":[{"id":"W1979153360","doi":"10.4018/joci.2011040102","title":"Analysis of Inner-Loop Mapping onto Coarse-Grained Reconfigurable Architectures Using Hybrid Particle Swarm Optimization","year":2011,"lang":"en","type":"article","venue":"International Journal of Organizational and Collective Intelligence","topic":"Embedded Systems Design Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Parallel computing; Speedup; Particle swarm optimization; Scheduling (production processes); Software pipelining; Loop (graph theory); Software; Algorithm; Mathematical optimization; Mathematics","score_opus":0.04201678149041315,"score_gpt":0.26646172753785435,"score_spread":0.2244449460474412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979153360","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":[0.4372406,0.00019576756,0.5541091,0.00011310012,0.0000264937,0.00007241044,0.000033676362,0.00052765675,0.0076811984],"genre_scores_gemma":[0.944163,0.00005889417,0.05485256,0.000012938911,0.000004445791,0.000035002493,0.000028782106,0.000039277456,0.0008052339],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99988496,0.000030902047,0.0000041959515,0.000014691587,0.000045878973,0.000019364139],"domain_scores_gemma":[0.99963,0.00021640591,0.000049038157,0.000038669892,0.000051343395,0.000014464347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029931767,0.00030513504,0.0002358741,0.00028539766,0.00021123685,0.0003196156,0.0003078678,0.00020897751,0.001201691],"category_scores_gemma":[0.0009589091,0.00016653046,0.00027176127,0.00020893589,0.0002853582,0.00029692907,0.00018699086,0.00021098382,0.000084196516],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029419336,0.000015548741,0.0007712182,0.000019152894,0.000012199366,0.000023980581,0.00001585762,0.9795203,0.0043831007,0.0026023206,0.00010209759,0.01250475],"study_design_scores_gemma":[0.0000015197232,0.000009134067,0.00015880367,4.914673e-7,0.0000012218926,0.000002446517,0.0000022800436,0.9989686,0.00046589805,0.00032149508,0.000067462715,6.492196e-7],"about_ca_topic_score_codex":0.0034548368,"about_ca_topic_score_gemma":0.0025528485,"teacher_disagreement_score":0.0034548368,"about_ca_system_score_codex":0.00042286346,"about_ca_system_score_gemma":0.0005805721,"threshold_uncertainty_score":0.0068694353},"labels":[],"label_agreement":null},{"id":"W2061812799","doi":"10.4018/joci.2010100802","title":"Enhancing E-Service Collaboration with Enforcement and Relationship Management","year":2010,"lang":"en","type":"article","venue":"International Journal of Organizational and Collective Intelligence","topic":"Business Process Modeling and Analysis","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Computer science; Business process; Process management; Business process management; Business Process Model and Notation; Business rule; Business process modeling; Interoperability; Knowledge management; Business; World Wide Web; Work in process","score_opus":0.008889020466872217,"score_gpt":0.22840103092669126,"score_spread":0.21951201045981905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061812799","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":[0.043817658,0.00048479036,0.922474,0.0014378035,0.0000865464,0.0004294552,0.00002939935,0.0025302747,0.028710023],"genre_scores_gemma":[0.48645535,0.000638537,0.50124824,0.000502512,0.00011186326,0.00030122753,0.00021623266,0.00039246152,0.010133663],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98803383,0.0050246445,0.0010016715,0.00136762,0.003718014,0.0008541472],"domain_scores_gemma":[0.98882884,0.0043382235,0.0015970898,0.00297875,0.0015194709,0.0007376299],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008348721,0.0008686995,0.0008760814,0.0016488865,0.0020757439,0.0056468304,0.0030171287,0.00280334,0.003273695],"category_scores_gemma":[0.018534217,0.000668971,0.0012403262,0.0019783229,0.001525259,0.00888201,0.011341641,0.0029351083,0.0016081608],"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":[0.0003570651,0.0021149497,0.006065697,0.0007383726,0.00012685898,0.0014026759,0.0058095236,0.047768418,0.045072127,0.24677487,0.0056218333,0.6381476],"study_design_scores_gemma":[0.00024075514,0.0005698508,0.003908453,0.0005473236,0.00026753734,0.0020914616,0.0033042452,0.6027539,0.06674591,0.14150016,0.17783171,0.00023868332],"about_ca_topic_score_codex":0.0024471937,"about_ca_topic_score_gemma":0.0014202211,"teacher_disagreement_score":0.008348721,"about_ca_system_score_codex":0.0009798299,"about_ca_system_score_gemma":0.0032083702,"threshold_uncertainty_score":0.044152796},"labels":[],"label_agreement":null},{"id":"W2464776674","doi":"10.4018/ijoci.2016070102","title":"The Role of Stories and Simulations in the Lessons Learned Process","year":2016,"lang":"en","type":"article","venue":"International Journal of Organizational and Collective Intelligence","topic":"Organizational Change and Leadership","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Storytelling; Computer science; Process (computing); Tacit knowledge; Institutionalisation; Knowledge management; Digital storytelling; Narrative; Multimedia; Psychology","score_opus":0.04262611043025079,"score_gpt":0.2964554185664842,"score_spread":0.25382930813623344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2464776674","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":[0.21256462,0.0056402883,0.3741465,0.06586291,0.0010907208,0.0012379098,0.00037597312,0.0016161061,0.337465],"genre_scores_gemma":[0.92597353,0.0013960056,0.058052853,0.0012944031,0.00011858037,0.00057860865,0.0001295572,0.00024300805,0.012213545],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.95014405,0.043100663,0.0010553651,0.0013257925,0.0030059537,0.0013680989],"domain_scores_gemma":[0.8678882,0.1085035,0.0050902553,0.008811402,0.0043981103,0.005308588],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.022470921,0.00089728466,0.00044715684,0.0024895745,0.00406126,0.015532482,0.0031869628,0.0031713,0.008565255],"category_scores_gemma":[0.09074378,0.0008391016,0.0005431905,0.0013089966,0.018308718,0.019855332,0.009793147,0.004465687,0.0014821169],"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":[0.00024909628,0.00051573955,0.00819671,0.0009696842,0.0000826348,0.001719927,0.26201844,0.0076563368,0.0016072079,0.50691766,0.012283618,0.19778284],"study_design_scores_gemma":[0.00013912536,0.0004037822,0.0021144876,0.0022371383,0.000063995496,0.0010748114,0.15555355,0.017042877,0.004040078,0.4400705,0.37710282,0.00015691471],"about_ca_topic_score_codex":0.0017924835,"about_ca_topic_score_gemma":0.0015075146,"teacher_disagreement_score":0.022470921,"about_ca_system_score_codex":0.003546013,"about_ca_system_score_gemma":0.005798394,"threshold_uncertainty_score":0.118839025},"labels":[],"label_agreement":null},{"id":"W2600598742","doi":"10.4018/ijoci.2017040101","title":"Reengineering of Legacy Systems into Supply Chain Systems","year":2017,"lang":"en","type":"article","venue":"International Journal of Organizational and Collective Intelligence","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Business process reengineering; Legacy system; Computer science; Process (computing); Supply chain; Process management; Business process; Process modeling; Systems engineering; Software engineering; Work in process; Manufacturing engineering; Operations management; Business; Engineering; Operating system","score_opus":0.028842991574148838,"score_gpt":0.269765599915843,"score_spread":0.24092260834169416,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2600598742","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":[0.06768698,0.0021997085,0.8824248,0.0022038359,0.00021834327,0.00036029008,0.0003832639,0.0019124263,0.042610344],"genre_scores_gemma":[0.4229784,0.0038910715,0.5479024,0.00059454126,0.00019775901,0.00022444078,0.0010305521,0.00050513097,0.022675658],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977623,0.0006438606,0.00018717497,0.00039318643,0.0008482992,0.00016506514],"domain_scores_gemma":[0.99529403,0.0012132304,0.0004230719,0.0019162364,0.0009359873,0.00021731401],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029282214,0.00056963856,0.00030821198,0.001999866,0.00091830123,0.0055651464,0.0016950348,0.0010392333,0.0030065533],"category_scores_gemma":[0.006225521,0.0005315132,0.0009343174,0.0020906865,0.0011747641,0.006036846,0.00288538,0.0016885687,0.0011058099],"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":[0.00010211194,0.00026415443,0.0083272625,0.00052755495,0.000117311196,0.0011322814,0.005500392,0.039989065,0.007288963,0.51989216,0.0052895467,0.41156924],"study_design_scores_gemma":[0.00006393356,0.00038053564,0.004819991,0.000799863,0.00018285884,0.0013483358,0.001877628,0.22458354,0.018500445,0.22343443,0.52389044,0.00011806119],"about_ca_topic_score_codex":0.0039502704,"about_ca_topic_score_gemma":0.0025073588,"teacher_disagreement_score":0.0055651464,"about_ca_system_score_codex":0.0017773896,"about_ca_system_score_gemma":0.0020991885,"threshold_uncertainty_score":0.015486121},"labels":[],"label_agreement":null},{"id":"W2887144195","doi":"10.4018/ijoci.2018070103","title":"The Relationship Between Education and Absence Rates for Both Sexes in Canada","year":2018,"lang":"en","type":"article","venue":"International Journal of Organizational and Collective Intelligence","topic":"Retirement, Disability, and Employment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Earnings; Demographic economics; Demography; Psychology; Gerontology; Medical education; Medicine; Sociology; Business; Economics; Accounting","score_opus":0.11203399843677447,"score_gpt":0.4163846488134037,"score_spread":0.30435065037662923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2887144195","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":[0.9874548,0.0014220844,0.00010058976,0.0009921958,0.000040030012,0.000016294984,0.0062718233,0.000016798409,0.0036853927],"genre_scores_gemma":[0.99561065,0.0005717831,0.00008300972,0.00007613638,0.000011001842,0.000005249859,0.0020872822,0.00000699387,0.0015479333],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990048,0.00005942208,0.000076842174,0.00012414294,0.00033376264,0.00040105238],"domain_scores_gemma":[0.9952636,0.00032786687,0.0010428714,0.00010780736,0.0019035665,0.0013543586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007181837,0.00017920797,0.00033384992,0.0016964161,0.0016640289,0.0009843586,0.001035837,0.0003252609,0.002924644],"category_scores_gemma":[0.00386358,0.00018324947,0.0007214493,0.002205091,0.00060385955,0.00027365304,0.0007469143,0.0011764949,0.00020765093],"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":[0.000070334696,0.00001778526,0.993863,0.000020389813,0.000034137654,0.00006173507,0.00032105512,0.000063353014,0.000048737216,0.00012737024,0.0011515312,0.0042206673],"study_design_scores_gemma":[0.0000022707,0.000007996798,0.99845624,0.00001991906,0.0000113067235,0.000041875257,0.0006573754,0.00011786237,0.000020700005,0.000020255578,0.00063693954,0.0000072387743],"about_ca_topic_score_codex":0.98716927,"about_ca_topic_score_gemma":0.9937875,"teacher_disagreement_score":0.01358125,"about_ca_system_score_codex":0.01358125,"about_ca_system_score_gemma":0.015492093,"threshold_uncertainty_score":0.09853929},"labels":[],"label_agreement":null},{"id":"W2943286760","doi":"10.4018/ijoci.2019070102","title":"Open Business Models for Business Technology Management Bodies of Knowledge","year":2019,"lang":"en","type":"article","venue":"International Journal of Organizational and Collective Intelligence","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Université du Québec en Outaouais","funders":"","keywords":"Curriculum; Knowledge management; Engineering ethics; Body of knowledge; Discipline; Computer science; Sociology; Pedagogy; Engineering; Social science","score_opus":0.031126482088743707,"score_gpt":0.3039434517598937,"score_spread":0.27281696967115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943286760","genre_codex":"other","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":[0.0145143075,0.002337083,0.2639591,0.03528064,0.00094320445,0.00033647797,0.0001665293,0.00026095824,0.6822017],"genre_scores_gemma":[0.67942876,0.0042414004,0.15269412,0.004129823,0.0010871002,0.0012718105,0.00047596905,0.00027742758,0.15639353],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9919608,0.004108311,0.00037610906,0.00072613545,0.002121063,0.00070745166],"domain_scores_gemma":[0.99014777,0.0034339314,0.0008032937,0.0029568975,0.0013953561,0.0012626669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007356526,0.0007904574,0.00070833426,0.0026269446,0.0049309307,0.02148807,0.0027033829,0.0072594164,0.022362858],"category_scores_gemma":[0.012164784,0.0006076964,0.0015095545,0.0026721074,0.010182525,0.02549681,0.015226305,0.0055784783,0.006178436],"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":[0.0000030986303,0.000015497497,0.00004540547,0.00001282578,0.0000024237722,0.000031078034,0.00021348572,0.00032988744,0.000026446285,0.99500763,0.0011352164,0.0031769173],"study_design_scores_gemma":[0.000015343034,0.000016304688,0.000072287854,0.000120389646,0.000006188125,0.00007604388,0.0006000797,0.0029732788,0.000075376585,0.9294267,0.06660608,0.000012005984],"about_ca_topic_score_codex":0.0019700627,"about_ca_topic_score_gemma":0.0021774885,"teacher_disagreement_score":0.022362858,"about_ca_system_score_codex":0.0049647368,"about_ca_system_score_gemma":0.006503511,"threshold_uncertainty_score":0.07481122},"labels":[],"label_agreement":null},{"id":"W2943736120","doi":"10.4018/ijoci.2019070101","title":"An Innovative Framework to Integrate CIO Competencies Within the Business Technology Management Body of Knowledge","year":2019,"lang":"en","type":"article","venue":"International Journal of Organizational and Collective Intelligence","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University; Université du Québec en Outaouais","funders":"","keywords":"Knowledge management; Reflection (computer programming); Computer science; Process management; Engineering management; Business; Engineering","score_opus":0.006884762259531578,"score_gpt":0.23842566486089337,"score_spread":0.2315409026013618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943736120","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":[0.012838821,0.0030099037,0.47678247,0.028314834,0.0009283702,0.0010078766,0.00039892012,0.00040998348,0.47630888],"genre_scores_gemma":[0.39111245,0.0024785209,0.5661933,0.0034170104,0.0003014289,0.0015171816,0.0005430519,0.00013309468,0.034303915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99538344,0.002072031,0.000325543,0.00050508487,0.0010562964,0.00065758545],"domain_scores_gemma":[0.9956974,0.0015531722,0.00041796986,0.00038938495,0.0012328982,0.0007092347],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007007186,0.0009901668,0.000634175,0.009482537,0.005705388,0.011624549,0.0025325876,0.0033886558,0.006022865],"category_scores_gemma":[0.007080122,0.00043358005,0.0009756865,0.0056959656,0.016383603,0.011933921,0.00675899,0.003643521,0.0014261546],"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":[0.0000050215954,0.000027783279,0.0005824983,0.00009308997,0.00000526473,0.00011828287,0.004706105,0.00050329755,0.00020069351,0.97303355,0.0023900156,0.018334234],"study_design_scores_gemma":[0.000028475324,0.00005665236,0.0030205287,0.0012970768,0.000028588163,0.0007908798,0.017593708,0.0049881353,0.00056152744,0.5674321,0.40411347,0.00008873451],"about_ca_topic_score_codex":0.043437317,"about_ca_topic_score_gemma":0.058934465,"teacher_disagreement_score":0.043437317,"about_ca_system_score_codex":0.011616278,"about_ca_system_score_gemma":0.032021258,"threshold_uncertainty_score":0.08636892},"labels":[],"label_agreement":null},{"id":"W2969921096","doi":"10.4018/ijoci.2019100102","title":"Architecture for the Payment of Suppliers in the Supply Chain Through Web Services","year":2019,"lang":"en","type":"article","venue":"International Journal of Organizational and Collective Intelligence","topic":"ERP Systems Implementation and Impact","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Procurement; Supply chain; Globalization; Business; Transaction cost; Payment; Financial transaction; Database transaction; Negotiation; Architecture; Industrial organization; Supply chain management; Financial services; Commerce; Finance; Marketing; Computer science; Economics; Database","score_opus":0.013399499676415868,"score_gpt":0.2687105544768386,"score_spread":0.25531105480042277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2969921096","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":[0.01988933,0.0003178485,0.94603217,0.0024047233,0.00022941982,0.0005641688,0.00010847458,0.005847673,0.024606267],"genre_scores_gemma":[0.37004405,0.001084918,0.5912033,0.00076186383,0.00014449703,0.000611841,0.0006125755,0.00047393437,0.035063025],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99788266,0.00068813586,0.00020286451,0.00023651964,0.00079576223,0.00019399935],"domain_scores_gemma":[0.998439,0.00025712542,0.00013147005,0.00043146237,0.00054106663,0.00019977738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025726282,0.0005014476,0.0004191829,0.0012921742,0.0018113841,0.006473756,0.0022793661,0.002737736,0.007430451],"category_scores_gemma":[0.003394723,0.0006835359,0.000808094,0.0015578839,0.0015950918,0.0052462146,0.0027961058,0.0021577834,0.0037931364],"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":[0.0004336469,0.0005737836,0.0051348475,0.00048090945,0.00018782659,0.0012878086,0.0024656095,0.04779075,0.032403696,0.5800481,0.02547956,0.30371344],"study_design_scores_gemma":[0.0002630642,0.00050189614,0.0028178736,0.00037510568,0.00022343997,0.0014844959,0.0008961997,0.4456129,0.027007915,0.17219786,0.34836018,0.00025897834],"about_ca_topic_score_codex":0.006886161,"about_ca_topic_score_gemma":0.0053259674,"teacher_disagreement_score":0.007430451,"about_ca_system_score_codex":0.0017533404,"about_ca_system_score_gemma":0.004112741,"threshold_uncertainty_score":0.024857402},"labels":[],"label_agreement":null},{"id":"W2991107131","doi":"10.4018/ijoci.2020010103","title":"Building Sentiment Analysis Model and Compute Reputation Scores in E-Commerce Environment Using Machine Learning Techniques","year":2019,"lang":"en","type":"article","venue":"International Journal of Organizational and Collective Intelligence","topic":"Spam and Phishing Detection","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Reputation; Sentiment analysis; Computer science; Product (mathematics); Reputation system; E-commerce; Domain (mathematical analysis); Work (physics); Machine learning; Data science; Artificial intelligence; World Wide Web; Mathematics","score_opus":0.012173957464204441,"score_gpt":0.25642907752639554,"score_spread":0.2442551200621911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991107131","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":[0.085063115,0.00020878398,0.9101973,0.00026084587,0.00008974833,0.00010908198,0.00012901014,0.0015239408,0.0024180652],"genre_scores_gemma":[0.74503535,0.0003068817,0.25092188,0.000117254094,0.000116598196,0.0001602542,0.0004896677,0.00007883765,0.002773153],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995939,0.0001126235,0.000040252115,0.00008051257,0.00011211393,0.00006057964],"domain_scores_gemma":[0.9992725,0.00022055821,0.00007868394,0.000054364737,0.00034544352,0.00002839971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009370744,0.00072744535,0.00069798424,0.0008870549,0.00045054872,0.0009849984,0.0006907965,0.00085264747,0.0013140211],"category_scores_gemma":[0.0017778084,0.0003358792,0.0009353484,0.00059904746,0.00019901017,0.001032776,0.00033777664,0.00073656504,0.0009080928],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042845967,0.00044178983,0.019035444,0.00018355959,0.00025839015,0.0004792399,0.00020635562,0.62439203,0.03140665,0.0063983477,0.006697099,0.3100726],"study_design_scores_gemma":[0.0000032473188,0.000019197032,0.00034549274,0.000001275285,0.000008559757,0.000012906136,0.0000060272637,0.99810517,0.0009784681,0.00033339343,0.0001831875,0.0000030164686],"about_ca_topic_score_codex":0.0054547978,"about_ca_topic_score_gemma":0.0030123019,"teacher_disagreement_score":0.0054547978,"about_ca_system_score_codex":0.0005570159,"about_ca_system_score_gemma":0.00057740894,"threshold_uncertainty_score":0.010846138},"labels":[],"label_agreement":null}]}