{"id":"W2745203774","doi":"10.18162/ritpu.2009.170","title":"10.18162/ritpu.2009.170","year":2016,"lang":"fr","type":"dataset","venue":"","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Thetford","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001079858,0.001792122,0.0009741748,0.004367453,0.001011191,0.003330729,0.002132673,0.001721441,0.4584951],"category_scores_gemma":[0.002972609,0.0008244272,0.001178039,0.005498085,0.0003446762,0.001970393,0.002458842,0.001337735,0.7199606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207858,"about_ca_system_score_gemma":0.001271951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01534896,"about_ca_topic_score_gemma":0.02036759,"domain_scores_codex":[0.999225,0.0001096695,0.00007923698,0.0002395279,0.0002082522,0.0001383727],"domain_scores_gemma":[0.9987685,0.0002307732,0.00007567292,0.0005356637,0.0002261183,0.0001632325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006174901,0.0000508044,0.001314233,0.0002102759,0.00001128177,0.00003173506,0.00003751634,0.000184454,0.0002276869,0.0005589179,0.9657786,0.03153276],"study_design_scores_gemma":[0.00005098552,0.00001604687,0.003084206,0.0001003639,0.000007707446,0.00007743174,0.00009018453,0.0006015166,0.0004287995,0.000477642,0.9950507,0.00001433033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001717418,0.0003713893,0.001321487,0.0003667694,0.0002979295,0.00008513586,0.9497486,0.008566277,0.03752493],"genre_scores_gemma":[0.002942929,0.0003665111,0.002100763,0.000165995,0.00005844932,0.0001525022,0.9515226,0.0009349684,0.04175532],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5415049,"threshold_uncertainty_score":0.772391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386744092135314,"score_gpt":0.2806237614810451,"score_spread":0.266756320559692,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}