{"meta":{"query_hash":"ab3d2077137a","filters":{"venue":"Information Research an international electronic journal"},"cohort_total":21,"direct_labels_cover":0,"predictions_cover":21,"exported":21,"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/ab3d2077137a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Information+Research+an+international+electronic+journal"},"results":[{"id":"W4293053482","doi":"10.47989/irpaper931","title":"‘In a perfect world doctors and the medical profession would accept people for who they are’: women’s heart health information practices","year":2022,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":5,"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":"Thematic analysis; Experiential knowledge; Personal information management; Fatalism; Medicine; Psychology; Social psychology; Qualitative research; Sociology; Information system; Management information systems; Social science; Political science","score_opus":0.060325418756932994,"score_gpt":0.5342269705063816,"score_spread":0.4739015517494486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293053482","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":[0.66824204,0.014884328,0.0057040337,0.17417167,0.0009990975,0.00012273056,0.00036567237,0.000096533004,0.13541391],"genre_scores_gemma":[0.9794983,0.0032125653,0.0009429385,0.009682404,0.00022232477,0.000041863677,0.000066564746,0.00002723145,0.0063057053],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99079436,0.0067028855,0.00031896232,0.0004465048,0.001032386,0.00070481165],"domain_scores_gemma":[0.98062414,0.015377696,0.0016481621,0.00046612986,0.00076966494,0.0011141796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008932639,0.000218261,0.00028045123,0.0011203836,0.0052980236,0.005945723,0.000621697,0.0018289464,0.007835615],"category_scores_gemma":[0.028893737,0.00029339435,0.00024350063,0.0012209807,0.009543017,0.00582156,0.00439471,0.0017644975,0.0010503713],"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":[0.000033785134,0.000022066451,0.009161423,0.00021002279,0.0000069341136,0.0005195175,0.95342773,0.00001121902,0.0004212884,0.00705345,0.0044745784,0.024657907],"study_design_scores_gemma":[0.00001603933,0.00007924684,0.008104799,0.00078681036,0.000016175538,0.0010355766,0.8332123,0.00004697195,0.0003467021,0.0047313506,0.15159288,0.00003119127],"about_ca_topic_score_codex":0.0083009945,"about_ca_topic_score_gemma":0.005611348,"teacher_disagreement_score":0.008932639,"about_ca_system_score_codex":0.0023829103,"about_ca_system_score_gemma":0.0039289678,"threshold_uncertainty_score":0.047240853},"labels":[],"label_agreement":null},{"id":"W4312234579","doi":"10.47989/irisic2225","title":"Precarity and progression during a pandemic. Preliminary findings from a study of early career academics’ information behaviour during COVID-19","year":2022,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":4,"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":"Pandemic; Thematic analysis; Precarity; Reflexivity; Public relations; Coronavirus disease 2019 (COVID-19); Information overload; Career development; Higher education; Information sharing; Variety (cybernetics); Political science; Sociology; Qualitative research; Medical education; Pedagogy; Social science; Medicine; Gender studies","score_opus":0.11036893082988962,"score_gpt":0.4783858227827053,"score_spread":0.3680168919528157,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312234579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921948,0.00062338286,0.00016921473,0.0035561076,0.000035494442,0.00004174139,0.000056900917,0.000005475279,0.003316883],"genre_scores_gemma":[0.9980995,0.0005052991,0.00017698912,0.0005829999,0.000025683865,0.000027243144,0.00002871865,0.0000037563661,0.00054977613],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99133873,0.0056064446,0.0004401235,0.00034833455,0.0010067131,0.0012596204],"domain_scores_gemma":[0.95815206,0.02347374,0.008709886,0.001108924,0.0025765717,0.0059787286],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.012355403,0.00023901866,0.00043509458,0.0015926218,0.0064841392,0.006776914,0.0009682001,0.0017571335,0.002550808],"category_scores_gemma":[0.051980462,0.0005029071,0.00033321936,0.0016106365,0.0050689243,0.0040263426,0.0065578003,0.0039817044,0.00022373654],"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":[0.00004814904,0.00008482676,0.039634388,0.000101778525,0.000008975993,0.00038303962,0.9525987,0.000024855137,0.00020408878,0.0006202571,0.0004980786,0.0057928786],"study_design_scores_gemma":[0.0000046825025,0.00009532107,0.03714734,0.00012664194,0.0000061808446,0.00026679612,0.95735425,0.000053113094,0.00007230658,0.000333027,0.0045198016,0.000020561516],"about_ca_topic_score_codex":0.019391406,"about_ca_topic_score_gemma":0.02685178,"teacher_disagreement_score":0.9876446,"about_ca_system_score_codex":0.0036377318,"about_ca_system_score_gemma":0.0051036207,"threshold_uncertainty_score":0.06534237},"labels":[],"label_agreement":null},{"id":"W4313009587","doi":"10.47989/irisic2202","title":"What's interrupting your search?","year":2022,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Personal Information Management and User Behavior","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Coding (social sciences); Mobile Web; Mobile device; Mobile computing; Mobile technology; World Wide Web; Context (archaeology); Human–computer interaction; Information retrieval; Geography; Telecommunications","score_opus":0.4500651623289671,"score_gpt":0.5595071926855111,"score_spread":0.10944203035654398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313009587","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":[0.942119,0.008810726,0.0069288313,0.018534007,0.00066905847,0.00017223023,0.00070951256,0.00023404018,0.021822564],"genre_scores_gemma":[0.98942006,0.0033071956,0.0029397965,0.0019603851,0.00018705685,0.000053541702,0.0002989619,0.000028721905,0.0018042017],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997849,0.0010419891,0.0002150032,0.00015772796,0.00048085305,0.00025557083],"domain_scores_gemma":[0.9829239,0.009847421,0.0034615172,0.00064450066,0.0014468071,0.0016757826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029574067,0.00022612629,0.00039930598,0.0007552846,0.0012713283,0.0023197366,0.00051357795,0.0012803387,0.0021294674],"category_scores_gemma":[0.03712023,0.00018911835,0.0004010226,0.00079947384,0.0008991478,0.0025227496,0.0008192803,0.0013326685,0.000630768],"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":[0.0013199467,0.0006295609,0.45400944,0.0024078626,0.00033997843,0.0026193608,0.1283544,0.00058771356,0.0051362636,0.0057394546,0.032690562,0.36616543],"study_design_scores_gemma":[0.00009714153,0.001282922,0.55975866,0.002272877,0.00044437026,0.0063968147,0.252322,0.002775894,0.0019936569,0.010581284,0.16179262,0.0002817061],"about_ca_topic_score_codex":0.004034156,"about_ca_topic_score_gemma":0.0062579405,"teacher_disagreement_score":0.004034156,"about_ca_system_score_codex":0.00087075727,"about_ca_system_score_gemma":0.0008188316,"threshold_uncertainty_score":0.015640438},"labels":[],"label_agreement":null},{"id":"W4313169900","doi":"10.47989/irisic2232","title":"Information practices in coopetition context: the case of a large video game company","year":2022,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Digital Games and Media","field":"Social Sciences","cited_by":2,"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":"Knowledge management; Coopetition; Context (archaeology); Exploratory research; Typology; Grounded theory; Information seeking; Information system; Information management; Information sharing; Information source (mathematics); Marketing; Qualitative research; Business; Computer science; Sociology; World Wide Web; Game theory; Information retrieval","score_opus":0.04359506396814863,"score_gpt":0.42278059725968353,"score_spread":0.3791855332915349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313169900","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":[0.99367297,0.00008212014,0.0009690325,0.0007744631,0.000007559402,0.000053646152,0.000014124385,0.0000108697295,0.004415214],"genre_scores_gemma":[0.9974279,0.00010159795,0.00074593676,0.00011312106,0.000009121188,0.000020944319,0.000015618203,0.000007895191,0.001557885],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99529606,0.002974329,0.00011910996,0.00041088485,0.0004591069,0.0007406035],"domain_scores_gemma":[0.98875207,0.0077120005,0.00066378526,0.00045199855,0.0005523155,0.0018677707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031616297,0.00042269824,0.0003565841,0.0025245538,0.01335579,0.0059051737,0.0016521645,0.002748261,0.002189821],"category_scores_gemma":[0.009055392,0.00042413778,0.00026520324,0.0018421892,0.0075600673,0.0032109255,0.003954055,0.0018879853,0.00038244628],"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":[0.00011751301,0.0005946833,0.020794138,0.000091886446,0.000014076642,0.023649395,0.9336614,0.0002626849,0.0024531004,0.00468772,0.0008832164,0.012790142],"study_design_scores_gemma":[0.00002169233,0.00026125862,0.012472151,0.000093950366,0.000016944687,0.0039437744,0.9626912,0.0011183328,0.0009781288,0.0012848666,0.017080078,0.00003766258],"about_ca_topic_score_codex":0.05072232,"about_ca_topic_score_gemma":0.09149261,"teacher_disagreement_score":0.05072232,"about_ca_system_score_codex":0.005770907,"about_ca_system_score_gemma":0.0039023163,"threshold_uncertainty_score":0.10085416},"labels":[],"label_agreement":null},{"id":"W4399777624","doi":"10.47989/ir292854","title":"Isolated, individualised, and immobilised: information behaviour in the context of academic casualisation","year":2024,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Context (archaeology); Sociology; Data science; Political science; Environmental planning; Geography; Computer science; Archaeology","score_opus":0.0367084112636713,"score_gpt":0.4249913790303518,"score_spread":0.3882829677666805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399777624","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":[0.9856544,0.0006428131,0.0011978492,0.002116379,0.000035957193,0.000030438025,0.00003879995,0.00002930425,0.010254066],"genre_scores_gemma":[0.99863607,0.00016376775,0.00021024866,0.0002020417,0.0000109768,0.000010128498,0.0000154198,0.000008992627,0.00074234826],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98569715,0.0078096506,0.0006690809,0.0006909488,0.002899901,0.0022333334],"domain_scores_gemma":[0.96102726,0.020651918,0.0065327873,0.002563119,0.0031490815,0.0060758917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00870537,0.00033326636,0.00051548355,0.0016139046,0.010801046,0.010904867,0.0014966085,0.0013580946,0.004338436],"category_scores_gemma":[0.036225896,0.0003657753,0.00033207072,0.0018871425,0.015718287,0.003985227,0.009725555,0.0022296007,0.0005449143],"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":[0.00009887493,0.00006588412,0.03539265,0.00012781304,0.000012255124,0.0007155594,0.9478887,0.000058094534,0.0005174967,0.0019259958,0.0008505407,0.012346237],"study_design_scores_gemma":[0.000006436149,0.00008220855,0.027423264,0.00013708672,0.000011248998,0.0007305573,0.9542583,0.00014195844,0.00023768556,0.0013385207,0.015592544,0.000040150622],"about_ca_topic_score_codex":0.056438327,"about_ca_topic_score_gemma":0.039173383,"teacher_disagreement_score":0.056438327,"about_ca_system_score_codex":0.0076935645,"about_ca_system_score_gemma":0.010292643,"threshold_uncertainty_score":0.11221963},"labels":[],"label_agreement":null},{"id":"W4399777748","doi":"10.47989/ir292846","title":"Information from sound: exploring sounds and listening in information practices research","year":2024,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":3,"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":"Active listening; Sound (geography); Psychology; Communication; Acoustics","score_opus":0.25189017798290136,"score_gpt":0.5213317036074782,"score_spread":0.2694415256245768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399777748","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":[0.16212647,0.056749377,0.15350524,0.053632654,0.0023821343,0.0006698321,0.0006480881,0.00029584725,0.56999034],"genre_scores_gemma":[0.91595286,0.02696717,0.037099645,0.0037045584,0.0006825761,0.00073226367,0.0001840478,0.00011181719,0.014565129],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99343914,0.004610903,0.00029366603,0.00037131077,0.0009493959,0.00033551434],"domain_scores_gemma":[0.9813287,0.016549643,0.00061160204,0.0004220088,0.0007196409,0.00036836707],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064240047,0.0005874005,0.00055215356,0.003747017,0.0044604666,0.013781553,0.001117599,0.0026137515,0.010331281],"category_scores_gemma":[0.010679349,0.0003434475,0.00063771766,0.0060848454,0.01637294,0.012295399,0.0054464224,0.0026777568,0.0007545854],"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":[0.00007366976,0.000073544674,0.0028125164,0.0029511543,0.000022987884,0.0008009543,0.45923567,0.00032994812,0.0016705664,0.4034916,0.005430416,0.12310707],"study_design_scores_gemma":[0.0000285368,0.0002009807,0.0059573553,0.00714932,0.000058454174,0.0016396701,0.42813578,0.0006601257,0.0014321506,0.22462355,0.33004156,0.000072477946],"about_ca_topic_score_codex":0.0026344063,"about_ca_topic_score_gemma":0.0027661182,"teacher_disagreement_score":0.013781553,"about_ca_system_score_codex":0.0036994691,"about_ca_system_score_gemma":0.0040246393,"threshold_uncertainty_score":0.034561574},"labels":[],"label_agreement":null},{"id":"W4408302980","doi":"10.47989/ir30iconf47278","title":"Steering the AI world: an exploratory comparison of AI Acts in the EU and Canada","year":2025,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Ethics and Social Impacts of AI","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Exploratory research; Psychology; Computer science; Sociology; Social science","score_opus":0.0658516053469408,"score_gpt":0.48906757433663123,"score_spread":0.42321596898969044,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408302980","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":[0.93321705,0.0010618657,0.0008970539,0.0024346765,0.000043241624,0.00026502198,0.0010042121,0.00003001708,0.061046828],"genre_scores_gemma":[0.99448025,0.0005464708,0.00046665387,0.00037717813,0.0000035815572,0.00007681639,0.0003332313,0.000023846405,0.003692041],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9852417,0.003285943,0.0006939332,0.00085739675,0.0061258553,0.0037952652],"domain_scores_gemma":[0.97358876,0.010207063,0.0021629103,0.00070883526,0.009912796,0.003419717],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008805684,0.00029757436,0.0005940435,0.008067042,0.016664213,0.011343284,0.0018263462,0.0011138523,0.0025479624],"category_scores_gemma":[0.023293735,0.00036137484,0.0003572212,0.015310112,0.01015255,0.0021583573,0.005793711,0.0016659691,0.00016178782],"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":[0.00028925374,0.00012492402,0.12005834,0.00048666899,0.000080176455,0.0008611179,0.756486,0.0009014434,0.00089836586,0.06202649,0.008191479,0.049595818],"study_design_scores_gemma":[0.000009372216,0.00003086089,0.12138544,0.0003137457,0.000025312609,0.00008463366,0.8188986,0.0005975597,0.00042523717,0.0010853884,0.057070673,0.000073210394],"about_ca_topic_score_codex":0.98582643,"about_ca_topic_score_gemma":0.99062973,"teacher_disagreement_score":0.12884596,"about_ca_system_score_codex":0.12884596,"about_ca_system_score_gemma":0.18159151,"threshold_uncertainty_score":0.93484724},"labels":[],"label_agreement":null},{"id":"W4408332555","doi":"10.47989/ir30iconf48244","title":"Preface, Organisation, Reviewers, and Table of content","year":2025,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Expert finding and Q&A systems","field":"Computer Science","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":"McGill University","funders":"","keywords":"Table of contents; Table (database); Computer science; Content (measure theory); Information retrieval; Data science; World Wide Web; Database; Mathematics","score_opus":0.044725480352518394,"score_gpt":0.36067479219244364,"score_spread":0.31594931183992525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408332555","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":[0.00025837234,0.0051054084,0.002923044,0.04760901,0.89883184,0.001859408,0.0061699026,0.0012631012,0.03597986],"genre_scores_gemma":[0.0057901717,0.009539699,0.006286401,0.035177883,0.47610995,0.0050787833,0.011912144,0.0031010087,0.44700396],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9896408,0.0015974168,0.0013106912,0.0010197945,0.0060385596,0.00039281274],"domain_scores_gemma":[0.70768684,0.014329522,0.00575981,0.006630003,0.25299832,0.012595533],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015058838,0.0012948354,0.0023041,0.011339128,0.0036064207,0.009274715,0.0036215922,0.0032624586,0.2931018],"category_scores_gemma":[0.143346,0.0006864298,0.0008263608,0.00570955,0.0010287351,0.0053618923,0.0033081213,0.0039310823,0.2386332],"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":[0.000012279276,0.0000054346556,0.000038129263,0.00019276909,0.00000152594,0.000024120081,0.000036932506,0.0000109766725,0.000089869194,0.00020503809,0.9891272,0.010255783],"study_design_scores_gemma":[0.000010871886,0.000018516359,0.0003968362,0.00044853226,0.000005916418,0.00007866673,0.000121960344,0.000069474416,0.000098508746,0.0004660387,0.9982673,0.000017340186],"about_ca_topic_score_codex":0.0030131226,"about_ca_topic_score_gemma":0.0046200617,"teacher_disagreement_score":0.7068982,"about_ca_system_score_codex":0.0043403,"about_ca_system_score_gemma":0.0070135193,"threshold_uncertainty_score":0.98052317},"labels":[],"label_agreement":null},{"id":"W4408332577","doi":"10.47989/ir30iconf47347","title":"Teaching computational archival science: context, pedagogy, and future directions","year":2025,"lang":"en","type":"article","venue":"Information Research an international electronic journal","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":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Context (archaeology); Computer science; Mathematics education; Science education; Pedagogy; Data science; Sociology; Psychology; Geography","score_opus":0.02484090246472533,"score_gpt":0.3468798981762474,"score_spread":0.3220389957115221,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408332577","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":[0.065870844,0.1691381,0.018000541,0.56669873,0.0046910765,0.00031760865,0.00016177863,0.00028849678,0.17483291],"genre_scores_gemma":[0.81445247,0.10708653,0.036199108,0.02248921,0.0021093076,0.0007131348,0.00014680414,0.00010355899,0.016699959],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9912612,0.0056957924,0.00031363117,0.0006163843,0.0011662561,0.0009467496],"domain_scores_gemma":[0.98290056,0.00917136,0.0009664819,0.0007102786,0.0025426617,0.0037087572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.017565794,0.0004778575,0.0007176795,0.0024370295,0.007851987,0.018561976,0.0017019486,0.0036483728,0.010584157],"category_scores_gemma":[0.010639925,0.00043640513,0.00038680792,0.00323696,0.015063768,0.011013773,0.007400551,0.006194986,0.0010370417],"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":[0.00008301139,0.0006447026,0.0073573794,0.003080871,0.000011095155,0.00038280824,0.071319886,0.0003644665,0.0005399911,0.45758602,0.030345278,0.4282844],"study_design_scores_gemma":[0.00003419431,0.00020784477,0.007125123,0.013402493,0.00001911726,0.00087499537,0.26167175,0.00079209334,0.00095256063,0.13280974,0.58205056,0.00005948183],"about_ca_topic_score_codex":0.008492917,"about_ca_topic_score_gemma":0.014405674,"teacher_disagreement_score":0.018561976,"about_ca_system_score_codex":0.014773299,"about_ca_system_score_gemma":0.033087656,"threshold_uncertainty_score":0.107188284},"labels":[],"label_agreement":null},{"id":"W4410446804","doi":"10.47989/ir30251418","title":"Expanding Wilson’s information behaviour model using social cognitive theory: A case study","year":2025,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Information Retrieval and Search Behavior","field":"Computer Science","cited_by":2,"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":"Cognition; Psychology; Social cognitive theory; Information theory; Cognitive psychology; Computer science; Sociology; Social psychology; Statistics; Mathematics","score_opus":0.06869116120547733,"score_gpt":0.4406875245450222,"score_spread":0.3719963633395449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410446804","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":[0.8762213,0.00094194384,0.063206926,0.0065133427,0.00009218254,0.0011889386,0.000104546394,0.000068390276,0.051662367],"genre_scores_gemma":[0.9681234,0.00063424715,0.027394578,0.00032806266,0.000016491646,0.0004894265,0.000034611796,0.000014950683,0.0029642105],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9888269,0.0089110965,0.00022516314,0.00032461423,0.001171532,0.0005406526],"domain_scores_gemma":[0.98531544,0.011881454,0.0005770863,0.0006923646,0.00086568063,0.0006680396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012712141,0.00049971504,0.0003548042,0.0021582711,0.0055388063,0.0035380207,0.0016062029,0.0022652843,0.002043069],"category_scores_gemma":[0.0121156825,0.00034296094,0.0007347398,0.0018067686,0.0058832574,0.0058778245,0.0037494474,0.0019693288,0.0003371215],"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":[0.00025806215,0.0017449815,0.040181786,0.0010154904,0.000051238723,0.012910998,0.64140594,0.004154227,0.0022500416,0.14560233,0.0049364036,0.14548855],"study_design_scores_gemma":[0.00023653125,0.0017703776,0.024216827,0.0016658875,0.00013212125,0.011295585,0.6693269,0.027475122,0.005715541,0.10002118,0.15789452,0.00024926788],"about_ca_topic_score_codex":0.0056335074,"about_ca_topic_score_gemma":0.0073137125,"teacher_disagreement_score":0.012712141,"about_ca_system_score_codex":0.005693555,"about_ca_system_score_gemma":0.00415887,"threshold_uncertainty_score":0.06722903},"labels":[],"label_agreement":null},{"id":"W4410480692","doi":"10.47989/ir30colis52246","title":"Small acts to make safe space: a case study of the Queer Liberation Library as a queer space","year":2025,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Art, Politics, and Modernism","field":"Arts and Humanities","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":"Western University","funders":"","keywords":"Queer; Space (punctuation); Queer theory; Liberation; Gender studies; Art; Sociology; Computer science","score_opus":0.058210861935686246,"score_gpt":0.3487642317996109,"score_spread":0.29055336986392466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410480692","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":[0.7533461,0.0029096862,0.013366762,0.052549507,0.0005749561,0.0003771316,0.00014460772,0.00016331645,0.17656803],"genre_scores_gemma":[0.9613979,0.0010290019,0.0020159066,0.004660322,0.000097808464,0.00015162691,0.00002920137,0.00010394434,0.030514356],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98216885,0.013630562,0.00026529076,0.0006930844,0.0013532997,0.0018889172],"domain_scores_gemma":[0.98348355,0.010502988,0.0015297154,0.00095977105,0.0009806871,0.0025432992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010938632,0.0005628078,0.0005975896,0.002118011,0.05232777,0.013716372,0.0028867084,0.006154992,0.00954453],"category_scores_gemma":[0.019972118,0.0006477204,0.00070484687,0.0036316223,0.030895188,0.014142398,0.012132833,0.008911341,0.0015792752],"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":[0.000037213955,0.000112300666,0.0026715791,0.00010881989,0.000007273874,0.007958057,0.8764038,0.00014193251,0.00022660384,0.096301496,0.0063163107,0.009714532],"study_design_scores_gemma":[0.000008997613,0.00004037353,0.00090802077,0.00021418543,0.000009211512,0.0018515366,0.85228705,0.0002446989,0.0005417431,0.0057467953,0.1381095,0.000037915772],"about_ca_topic_score_codex":0.034575574,"about_ca_topic_score_gemma":0.08485941,"teacher_disagreement_score":0.05232777,"about_ca_system_score_codex":0.017488537,"about_ca_system_score_gemma":0.011490761,"threshold_uncertainty_score":0.12688881},"labels":[],"label_agreement":null},{"id":"W4410480697","doi":"10.47989/ir30colis51928","title":"The body as misinformation – examining the role of bodily information in the formation of false health beliefs","year":2025,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University","keywords":"Misinformation; Psychology; Health information; Social psychology; Cognitive psychology; Computer science; Political science; Health care","score_opus":0.032874723769083763,"score_gpt":0.422276786222159,"score_spread":0.3894020624530752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410480697","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":[0.67217433,0.040961955,0.065892115,0.053471163,0.00070582656,0.00021539093,0.00042143307,0.00013274659,0.166025],"genre_scores_gemma":[0.98706496,0.005481547,0.0042732833,0.0013609846,0.00009853249,0.00005483374,0.00005179636,0.000018978917,0.0015951404],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9911445,0.006224976,0.00036031986,0.0004905678,0.0013878162,0.00039176783],"domain_scores_gemma":[0.9349416,0.05277027,0.0060815644,0.0026965926,0.0027969629,0.0007130069],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0133467,0.00053156714,0.0006139214,0.003510202,0.002539184,0.008849312,0.0010496146,0.0020266427,0.0056536],"category_scores_gemma":[0.04421101,0.0003786226,0.00068259786,0.0021709474,0.02228029,0.010912363,0.0077183545,0.0027886396,0.0004806478],"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":[0.000667452,0.000120773526,0.052235976,0.0034822004,0.00017958257,0.0015670568,0.42587906,0.0008658926,0.0019515926,0.3503385,0.0030452677,0.15966672],"study_design_scores_gemma":[0.00007121583,0.00042580778,0.0662916,0.013456261,0.00049189565,0.0034355426,0.3628903,0.0032170638,0.0061459546,0.4545989,0.08876095,0.0002145949],"about_ca_topic_score_codex":0.0038053636,"about_ca_topic_score_gemma":0.0029611713,"teacher_disagreement_score":0.0133467,"about_ca_system_score_codex":0.0050812806,"about_ca_system_score_gemma":0.004502693,"threshold_uncertainty_score":0.07058495},"labels":[],"label_agreement":null},{"id":"W4410480717","doi":"10.47989/ir30colis52249","title":"It’s textbook: controlling the narrative about residential schools in Ontario classrooms","year":2025,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Francophone University Association","funders":"University of Toronto","keywords":"Narrative; Mathematics education; Pedagogy; Sociology; Psychology; Literature; Art","score_opus":0.04513310379683108,"score_gpt":0.44614453286405775,"score_spread":0.40101142906722664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410480717","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":[0.9253001,0.00036563983,0.00040177256,0.0027206326,0.000034992245,0.00017822631,0.0008009603,0.000051843872,0.070145845],"genre_scores_gemma":[0.9824157,0.0003353332,0.0007687857,0.0001936768,0.000011632049,0.00007852932,0.00034133697,0.000021310023,0.01583369],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99724776,0.00071786414,0.00012474669,0.0003080939,0.0011389039,0.00046266342],"domain_scores_gemma":[0.9888994,0.0034605574,0.0022537957,0.00077087345,0.002645744,0.0019697344],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00243723,0.00021829535,0.00022065663,0.0015615255,0.0073273415,0.004514653,0.0013304176,0.00056160905,0.006954144],"category_scores_gemma":[0.01503116,0.00029207038,0.00017731044,0.0030876745,0.0047944025,0.0019220308,0.0025456243,0.0007598972,0.00050613296],"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":[0.00023365695,0.0003277245,0.15485466,0.00035960626,0.0000165621,0.00075197575,0.7130038,0.00029824278,0.0022654617,0.009392971,0.019336717,0.09915869],"study_design_scores_gemma":[0.00002734735,0.00013788643,0.3771677,0.00042482646,0.00003705287,0.00012458017,0.39391723,0.00040059673,0.0013164195,0.00087407214,0.22551663,0.000055602522],"about_ca_topic_score_codex":0.9207948,"about_ca_topic_score_gemma":0.9693062,"teacher_disagreement_score":0.079205215,"about_ca_system_score_codex":0.06632737,"about_ca_system_score_gemma":0.055478245,"threshold_uncertainty_score":0.481241},"labels":[],"label_agreement":null},{"id":"W4410480724","doi":"10.47989/ir30colis51895","title":"‘It's a wide cluster of noise’: experiencing and describing information from environmental sounds","year":2025,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Noise Effects and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Environmental noise; Noise (video); Computer science; Cluster (spacecraft); Speech recognition; Acoustics; Artificial intelligence; Sound (geography); Physics","score_opus":0.040879719690684595,"score_gpt":0.4175485589263572,"score_spread":0.3766688392356726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410480724","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":[0.809028,0.00763848,0.059439052,0.02185189,0.0006709844,0.0002651572,0.00030414865,0.00025013482,0.100552134],"genre_scores_gemma":[0.98797953,0.0014322379,0.005679524,0.001011276,0.00007537138,0.0000945039,0.00005809349,0.000057494217,0.0036119798],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9939681,0.004525885,0.00016614207,0.00033763194,0.0006728625,0.00032927486],"domain_scores_gemma":[0.99062926,0.0074506896,0.00059142587,0.00035359798,0.00055370433,0.00042128543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047818325,0.0006134225,0.00043338788,0.0016653404,0.0060239495,0.007877806,0.0011393196,0.0025239042,0.0023506505],"category_scores_gemma":[0.014533352,0.00035462293,0.0004284275,0.0016313896,0.016587865,0.008883975,0.0051107584,0.002239912,0.000489115],"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":[0.000025203482,0.000005593837,0.00085996714,0.00011924867,0.000004662616,0.0003081989,0.9861544,0.000057383844,0.000681221,0.0064825355,0.00077349745,0.0045280517],"study_design_scores_gemma":[0.0000059138965,0.000052487914,0.0020719944,0.0004893046,0.000018258172,0.0011647013,0.92772907,0.0002578546,0.00051412976,0.006489678,0.061163273,0.000043369295],"about_ca_topic_score_codex":0.0050757728,"about_ca_topic_score_gemma":0.004603033,"teacher_disagreement_score":0.007877806,"about_ca_system_score_codex":0.0022326726,"about_ca_system_score_gemma":0.002391185,"threshold_uncertainty_score":0.025289},"labels":[],"label_agreement":null},{"id":"W4410480757","doi":"10.47989/ir30colis51916","title":"Singing in the rain: the role of umbrella concepts in library and information science","year":2025,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Library Science and Information Literacy","field":"Social Sciences","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":"Western University","funders":"","keywords":"Singing; Computer science; Acoustics; Physics","score_opus":0.01388105041289834,"score_gpt":0.38042814412066317,"score_spread":0.36654709370776484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410480757","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":[0.15363622,0.021365006,0.1152041,0.034385834,0.0015437137,0.00014987928,0.00020975183,0.00021435194,0.67329115],"genre_scores_gemma":[0.9537576,0.0037234272,0.02398818,0.001885628,0.00041822714,0.00017670344,0.00010166462,0.000110170935,0.015838446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9947931,0.0037907744,0.00015079096,0.00038891265,0.00063943886,0.00023685991],"domain_scores_gemma":[0.99258995,0.0048782025,0.0007063055,0.0006430899,0.0007404468,0.0004420204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0054294174,0.00052540225,0.00045138676,0.0028168743,0.0066164336,0.008462987,0.0011499724,0.0016830388,0.009106143],"category_scores_gemma":[0.013500785,0.00024416042,0.00045209602,0.0033910836,0.023603272,0.015162595,0.004963074,0.003699821,0.0011704871],"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":[0.000039965707,0.00001820519,0.0012541382,0.000115427865,0.0000043213126,0.00006782296,0.06751962,0.00012837599,0.00031604443,0.9022265,0.0022828428,0.026026744],"study_design_scores_gemma":[0.000016585653,0.00010245305,0.0034167045,0.001020875,0.000017943836,0.00047746504,0.053204942,0.00130846,0.0007824675,0.61763394,0.32195723,0.00006092947],"about_ca_topic_score_codex":0.004040623,"about_ca_topic_score_gemma":0.0033288826,"teacher_disagreement_score":0.009106143,"about_ca_system_score_codex":0.0044670524,"about_ca_system_score_gemma":0.0027027952,"threshold_uncertainty_score":0.03241092},"labels":[],"label_agreement":null},{"id":"W4410480835","doi":"10.47989/ir30colis52330","title":"Creating space for climate justice in library and information science","year":2025,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","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":"University of British Columbia; University of Alberta","funders":"","keywords":"Space (punctuation); Information science; Computer science; Economic Justice; Space Science; Data science; Environmental science; Political science; Library science; Engineering; Aerospace engineering","score_opus":0.03509366954543572,"score_gpt":0.3641091611048415,"score_spread":0.3290154915594058,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410480835","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":[0.14978477,0.00494101,0.077142,0.12524804,0.0015698178,0.00030121318,0.00020957808,0.0011141807,0.6396894],"genre_scores_gemma":[0.95316815,0.001229984,0.020506676,0.0037801184,0.00030307192,0.00018243937,0.000066994064,0.0001187604,0.020643726],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98939216,0.007534097,0.00033633117,0.00043132558,0.0013750535,0.00093103084],"domain_scores_gemma":[0.9848269,0.007852858,0.0012790125,0.002254765,0.0014250723,0.0023613358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008372548,0.00032129622,0.00034871197,0.0018825245,0.015211655,0.017434714,0.0016787044,0.0025538479,0.020339146],"category_scores_gemma":[0.015427094,0.00025269698,0.00056406605,0.0021179144,0.02782952,0.013029777,0.021033902,0.004438714,0.0019434543],"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":[0.000047445355,0.00017428797,0.0030101151,0.00047221346,0.000010324482,0.0004084705,0.24410908,0.00047350678,0.00085652526,0.6322909,0.020006612,0.09814052],"study_design_scores_gemma":[0.000019122297,0.00012249741,0.0019596426,0.00091115164,0.000014101604,0.00047016083,0.17036197,0.00038180998,0.0012134173,0.23440108,0.590103,0.000041994634],"about_ca_topic_score_codex":0.0020185632,"about_ca_topic_score_gemma":0.004261212,"teacher_disagreement_score":0.020339146,"about_ca_system_score_codex":0.0052605676,"about_ca_system_score_gemma":0.011176361,"threshold_uncertainty_score":0.068041265},"labels":[],"label_agreement":null},{"id":"W4410480863","doi":"10.47989/ir30colis52327","title":"‘There’s no onboarding, no orientation:’ the role of neoliberal university structures in the lives of precarious academics","year":2025,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Onboarding; Future orientation; Sociology; Orientation (vector space); Pedagogy; Psychology; Political science; Social psychology","score_opus":0.014095064572619283,"score_gpt":0.3613987564983005,"score_spread":0.3473036919256812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410480863","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":[0.78638065,0.006182643,0.0041650436,0.0805288,0.00048682804,0.00003740438,0.00006278691,0.000097832846,0.122057974],"genre_scores_gemma":[0.99530786,0.0004704768,0.00022508802,0.0011942832,0.000033537428,0.0000060256157,0.000009018594,0.000013101844,0.0027405517],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9910398,0.0044997577,0.00020213639,0.000567548,0.0019333322,0.0017573317],"domain_scores_gemma":[0.985878,0.005619219,0.0018771726,0.0011966228,0.0014376807,0.0039913417],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009322732,0.0002521223,0.00036850004,0.0012659909,0.017869003,0.017008374,0.0015697104,0.0018752776,0.004188047],"category_scores_gemma":[0.015171875,0.0003116478,0.00023324345,0.0021563054,0.07509762,0.009169007,0.010629895,0.0035119741,0.00057146244],"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":[0.00003216562,0.000015670277,0.004583227,0.00006657236,0.000003832414,0.00025279864,0.90055233,0.000042316446,0.00022844007,0.07644956,0.0045157652,0.0132573405],"study_design_scores_gemma":[0.000008752595,0.00005012992,0.008789916,0.00029951648,0.0000070445003,0.00038906024,0.77169424,0.00014038048,0.0002722154,0.02564241,0.19265498,0.000051346127],"about_ca_topic_score_codex":0.057058807,"about_ca_topic_score_gemma":0.043382052,"teacher_disagreement_score":0.982131,"about_ca_system_score_codex":0.018581802,"about_ca_system_score_gemma":0.020258158,"threshold_uncertainty_score":0.134821},"labels":[],"label_agreement":null},{"id":"W4415196023","doi":"10.47989/ir30357585","title":"A comparison of two methods for studying emotional responses to archival work: Remote interviews and diaries","year":2025,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Qualitative Research Methods and Ethics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; University of Toronto","keywords":"Documentation; Reflexivity; Perspective (graphical); Qualitative research; Semi-structured interview; Data collection; Content analysis; Multimethodology","score_opus":0.41556826204323655,"score_gpt":0.6951117626096485,"score_spread":0.2795435005664119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415196023","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":[0.3043309,0.019848354,0.5131367,0.0039885216,0.0017940605,0.02233965,0.00325228,0.001271807,0.13003787],"genre_scores_gemma":[0.35002947,0.0069344128,0.5910843,0.0011522896,0.00031884562,0.040134124,0.00086913956,0.0004461295,0.00903125],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.8731508,0.10985218,0.0035983098,0.003966477,0.008220049,0.0012122097],"domain_scores_gemma":[0.7776207,0.18013151,0.009089589,0.018952629,0.012421304,0.0017843064],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.062844455,0.001675837,0.0010383289,0.009399421,0.0038959438,0.0062570185,0.0031588087,0.0018452001,0.008049319],"category_scores_gemma":[0.09989649,0.0014152534,0.00097190205,0.0073439106,0.0059758276,0.0074924678,0.008640807,0.00222609,0.0018146253],"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":[0.0020947868,0.00082426774,0.013976335,0.012701757,0.00022234874,0.00037054362,0.4456669,0.0005029291,0.00833363,0.036417913,0.005851649,0.47303694],"study_design_scores_gemma":[0.001614917,0.0036099346,0.07341467,0.022337604,0.0005878348,0.0035591742,0.61308646,0.004585958,0.016641296,0.044643596,0.21499665,0.0009219016],"about_ca_topic_score_codex":0.0019075812,"about_ca_topic_score_gemma":0.005824699,"teacher_disagreement_score":0.93715554,"about_ca_system_score_codex":0.0036461118,"about_ca_system_score_gemma":0.0036112594,"threshold_uncertainty_score":0.33235723},"labels":[],"label_agreement":null},{"id":"W4416994700","doi":"10.47989/ir28149568","title":"Duff, Alistair S. Research handbook on information policy. Cheltenham, UK: Edward Elgar Publishing, 2021. xviii, 441 pp. 978-1078990-357-1. £210.00 (Registered customers £189.00) (E-book £48.00)","year":2023,"lang":"","type":"article","venue":"Information Research an international electronic journal","topic":"Information Society and Technology Trends","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":"Information system; Information technology; Information economics","score_opus":0.05651768472919137,"score_gpt":0.4060991770779839,"score_spread":0.3495814923487925,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416994700","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":[0.00026817503,0.8707915,0.0015269096,0.029978707,0.004388204,0.000043732885,0.001063278,0.00025267203,0.091686845],"genre_scores_gemma":[0.006062253,0.7527926,0.0029579583,0.005947559,0.0017596363,0.00011892842,0.0012925875,0.0002907088,0.22877783],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984376,0.00033098235,0.00023538193,0.00018767107,0.00067762076,0.00013078781],"domain_scores_gemma":[0.9932279,0.0044286316,0.000324258,0.0002821582,0.0014036034,0.00033342824],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019314876,0.00146013,0.0017308104,0.005587707,0.0016216016,0.0050436333,0.0018261168,0.003922514,0.09115425],"category_scores_gemma":[0.006628429,0.0013584554,0.00057674886,0.010150652,0.002200961,0.009689579,0.0013222673,0.004112075,0.057820547],"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":[0.00001578691,0.000013258701,0.00012770586,0.0012044372,0.000010294431,0.00006648078,0.0006892234,0.00013825281,0.00009542597,0.011146599,0.8301719,0.15632069],"study_design_scores_gemma":[0.0000027923372,0.0000068761137,0.00045040285,0.0015320606,0.0000060271886,0.00010367083,0.00032211107,0.000030099205,0.000044943594,0.004811496,0.99267983,0.000009708737],"about_ca_topic_score_codex":0.02370646,"about_ca_topic_score_gemma":0.032081757,"teacher_disagreement_score":0.09115425,"about_ca_system_score_codex":0.0041239685,"about_ca_system_score_gemma":0.005702289,"threshold_uncertainty_score":0.30494136},"labels":[],"label_agreement":null},{"id":"W4416995066","doi":"10.47989/ir27461733","title":"Editorial","year":2022,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Research Data Management Practices","field":"Computer Science","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":"Field (mathematics); Quarter (Canadian coin); Bibliometrics; Information science; Range (aeronautics)","score_opus":0.06325911132308809,"score_gpt":0.4195556125414435,"score_spread":0.35629650121835543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416995066","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":[0.00008826397,0.0033322105,0.00018007275,0.03063388,0.955898,0.00003525134,0.00016499116,0.00013823692,0.009529138],"genre_scores_gemma":[0.0017212153,0.0057165613,0.00029703567,0.044018462,0.85567534,0.00006477061,0.00038505936,0.00019266098,0.09192881],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967554,0.00041290367,0.0003095834,0.00065226946,0.0015130088,0.00035687585],"domain_scores_gemma":[0.9834563,0.0021541903,0.0007967169,0.0010273249,0.009250795,0.003314589],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003366259,0.001828841,0.001374906,0.0021911322,0.001836185,0.006279607,0.00233388,0.0057246825,0.13394485],"category_scores_gemma":[0.019230219,0.0005245716,0.0015629929,0.0008952074,0.0013494381,0.003871505,0.0016220949,0.007447139,0.0807617],"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":[0.000029420762,0.000009370524,0.00003601202,0.00010790967,0.0000050281697,0.000073801864,0.000007444929,0.000013299617,0.000062617575,0.00032974695,0.9893119,0.010013563],"study_design_scores_gemma":[0.000017665285,0.000015719894,0.00013617278,0.00018229459,0.000006590926,0.00015036472,0.000027866185,0.000026089654,0.000096149844,0.00044453383,0.9988902,0.0000063034386],"about_ca_topic_score_codex":0.0008358426,"about_ca_topic_score_gemma":0.0016244984,"teacher_disagreement_score":0.86605513,"about_ca_system_score_codex":0.0019335119,"about_ca_system_score_gemma":0.0021556478,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4416995073","doi":"10.47989/ir27462191","title":"Cruz Gil, Maria del Carmen. Applying an advanced information search and retrieval model in organisations: research and opportunities. Hauppauge, NY: Nova Publishers, 2022.","year":2022,"lang":"en","type":"article","venue":"Information Research an international electronic journal","topic":"Information Retrieval and Search Behavior","field":"Computer Science","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":"Nova (rocket); Nova scotia; Information science; Human–computer information retrieval; Information needs; Information storage; Information system","score_opus":0.11597286243890512,"score_gpt":0.3782811973513148,"score_spread":0.2623083349124097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416995073","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":[0.001914513,0.72014815,0.012951309,0.16473259,0.005105358,0.00015975612,0.0017849257,0.0005969585,0.09260647],"genre_scores_gemma":[0.046624795,0.7216094,0.033292774,0.014185514,0.0037803566,0.00038520395,0.0018872981,0.0005175884,0.17771702],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979243,0.00056772196,0.00017479806,0.00015114793,0.0010341505,0.0001479389],"domain_scores_gemma":[0.9842524,0.0081387665,0.00058105285,0.0003510328,0.0058918684,0.00078494445],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040227324,0.0013037819,0.00092904014,0.007614386,0.002264012,0.0048319176,0.0018785337,0.0037064091,0.022016196],"category_scores_gemma":[0.012747642,0.00087672996,0.00085318554,0.007993283,0.001959799,0.011623386,0.0013650891,0.0034739594,0.012826376],"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":[0.00008468178,0.00006211377,0.0011872384,0.00083708984,0.000020008994,0.00014920483,0.0010270916,0.00034980525,0.00018898926,0.020468544,0.7554804,0.22014491],"study_design_scores_gemma":[0.000046220506,0.00004417084,0.004903518,0.0023073049,0.00009278091,0.00036643562,0.0015613956,0.0011431114,0.00062426017,0.032331567,0.95648915,0.00009005474],"about_ca_topic_score_codex":0.07876346,"about_ca_topic_score_gemma":0.10162807,"teacher_disagreement_score":0.07876346,"about_ca_system_score_codex":0.0044795983,"about_ca_system_score_gemma":0.0065364125,"threshold_uncertainty_score":0.15661001},"labels":[],"label_agreement":null}]}