{"meta":{"query_hash":"6742307d44c5","filters":{"venue":"CONF-IRM"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"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/6742307d44c5","api":"https://metacan.xera.ac/api/v1/cohort?venue=CONF-IRM"},"results":[{"id":"W2532343930","doi":"","title":"The Moderating Effects of Age and Computer Knowledge on Nurses’ Acceptance of Information Systems: A Canadian Study","year":2015,"lang":"en","type":"article","venue":"CONF-IRM","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Information system; Technology acceptance model; Psychology; Knowledge management; Computer science; Usability; Human–computer interaction; Political science","score_opus":0.0707388251447551,"score_gpt":0.36077069152311636,"score_spread":0.29003186637836126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2532343930","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":[0.9965888,0.00037965053,0.000066776345,0.00042633346,0.000011378029,0.000051051713,0.00020614949,0.0000031679253,0.002266678],"genre_scores_gemma":[0.9962203,0.00065870996,0.00036125444,0.00038217308,0.0000096963495,0.000051012932,0.00019994422,0.000012450168,0.0021043508],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99576485,0.0007311114,0.00024177947,0.0005088784,0.0015306354,0.0012226729],"domain_scores_gemma":[0.97606623,0.006684268,0.0032285883,0.0007516972,0.009253227,0.0040159915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056929016,0.0006106866,0.00085078826,0.001868149,0.008702976,0.0027256552,0.0020868715,0.0011848266,0.004554946],"category_scores_gemma":[0.020973392,0.0011098423,0.0012378744,0.0043576793,0.003069634,0.0016747542,0.0016889796,0.0033602174,0.0004303388],"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":[0.0005707108,0.001306687,0.9316275,0.00016466303,0.00013794661,0.00025743793,0.048227858,0.000099111174,0.00043933428,0.0007416411,0.0014982598,0.014928765],"study_design_scores_gemma":[0.00008720093,0.0002674652,0.97553205,0.00013961487,0.00013806584,0.00008779381,0.02063144,0.00025161015,0.00015809805,0.00011854498,0.0025166231,0.00007142945],"about_ca_topic_score_codex":0.9932452,"about_ca_topic_score_gemma":0.9964198,"teacher_disagreement_score":0.044809967,"about_ca_system_score_codex":0.044809967,"about_ca_system_score_gemma":0.078203335,"threshold_uncertainty_score":0.32512057},"labels":[],"label_agreement":null},{"id":"W2543588395","doi":"","title":"The Use of Cloud Computing by Small Service Business in Canada: An Exploratory Study","year":2015,"lang":"en","type":"article","venue":"CONF-IRM","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Cloud computing; Exploratory research; Service (business); Business; Computer science; Data science; Marketing; Sociology","score_opus":0.3482201806291171,"score_gpt":0.36031602380210703,"score_spread":0.01209584317298995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2543588395","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":[0.997707,0.0001067822,0.000068358466,0.00031392966,0.000003044269,0.0000482373,0.00018559211,0.00000521259,0.0015617048],"genre_scores_gemma":[0.99707067,0.000286892,0.00025500695,0.00020719902,0.0000029845933,0.000028288017,0.00015378557,0.000008122945,0.0019870477],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9979231,0.0003308345,0.00009029765,0.0001573387,0.0007305289,0.0007678851],"domain_scores_gemma":[0.98944795,0.0024131173,0.0013969882,0.00019026888,0.0035701215,0.0029814576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016385027,0.00036667642,0.00050439197,0.002521587,0.010418771,0.004071408,0.0014374746,0.0010402799,0.0027235562],"category_scores_gemma":[0.007806746,0.0005425574,0.00046002428,0.005847956,0.00242156,0.0012712338,0.001749902,0.002045945,0.00038225343],"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":[0.000391897,0.0013571506,0.7721659,0.000217468,0.000053577125,0.0009890936,0.18402234,0.0004904546,0.001947465,0.0025634284,0.0024212843,0.03338003],"study_design_scores_gemma":[0.000026560596,0.00029000558,0.73648477,0.00014324,0.000046542442,0.00016272633,0.25245634,0.0020784016,0.00057578593,0.00017221781,0.0074698897,0.00009339028],"about_ca_topic_score_codex":0.994836,"about_ca_topic_score_gemma":0.9970175,"teacher_disagreement_score":0.06549436,"about_ca_system_score_codex":0.06549436,"about_ca_system_score_gemma":0.10093988,"threshold_uncertainty_score":0.47519708},"labels":[],"label_agreement":null},{"id":"W847469132","doi":"","title":"NAIT eLearning Initiative: Building an Enabling Envioronment- Five Years Later: Lessons Learned.","year":2012,"lang":"en","type":"article","venue":"CONF-IRM","topic":"Online and Blended Learning","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":"Online learning; Knowledge management; Medical education; Mathematics education; Psychology; Computer science; Medicine; World Wide Web","score_opus":0.07558699547279467,"score_gpt":0.38814569488529244,"score_spread":0.31255869941249775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W847469132","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":[0.20356582,0.015254679,0.034038812,0.29530433,0.01128555,0.001139978,0.0008676548,0.0032878204,0.43525532],"genre_scores_gemma":[0.6519947,0.011149224,0.09313581,0.027656943,0.00063419004,0.00054776337,0.002665112,0.0006088965,0.2116074],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99629104,0.00056554336,0.00012391864,0.00023429556,0.0012404616,0.0015448326],"domain_scores_gemma":[0.9959384,0.0002803067,0.00008009292,0.00015343115,0.00085812306,0.0026895923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006370886,0.00068964536,0.00019730933,0.0008967949,0.0035220108,0.012294716,0.0020412412,0.0033302577,0.005401077],"category_scores_gemma":[0.0041058115,0.00025399288,0.0005410833,0.0010784058,0.0031115038,0.0066104624,0.0073895287,0.0048769675,0.0019175056],"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":[0.00032063207,0.0025941853,0.019298064,0.00088653935,0.000044121298,0.0027098174,0.025472576,0.0010042517,0.0067595034,0.1835933,0.23500799,0.5223091],"study_design_scores_gemma":[0.00005570855,0.0006685572,0.013442347,0.0007094554,0.00004582089,0.00068476546,0.027625553,0.0010570643,0.00573206,0.010404091,0.9394749,0.00009972075],"about_ca_topic_score_codex":0.12034761,"about_ca_topic_score_gemma":0.23566034,"teacher_disagreement_score":0.12034761,"about_ca_system_score_codex":0.00916075,"about_ca_system_score_gemma":0.03914352,"threshold_uncertainty_score":0.23929423},"labels":[],"label_agreement":null}]}