{"id":"W1212665494","doi":"","title":"Classer, penser, contrôler","year":2014,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002475265,0.0007609098,0.0008883169,0.003684508,0.003440426,0.007989635,0.0009033474,0.002468233,0.04327626],"category_scores_gemma":[0.02092837,0.0004885778,0.0002564486,0.003302198,0.002950994,0.01077716,0.001936816,0.004767071,0.01294459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002495384,"about_ca_system_score_gemma":0.003146799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01014216,"about_ca_topic_score_gemma":0.008490143,"domain_scores_codex":[0.9978241,0.000535386,0.0001017409,0.0005174332,0.0008575312,0.0001638627],"domain_scores_gemma":[0.9946818,0.00247822,0.0004048422,0.0004319707,0.001619617,0.0003835741],"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":[0.0001340908,0.0001185579,0.00129406,0.0003866715,0.00001861474,0.0001766019,0.004418244,0.0002628229,0.0008691993,0.2782644,0.5061083,0.2079485],"study_design_scores_gemma":[0.0000313118,0.00002006667,0.001732672,0.000271076,0.00001406032,0.000305573,0.001398172,0.0002397571,0.001045608,0.01994503,0.9749568,0.00003983479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02329485,0.1706542,0.02742704,0.223561,0.02282079,0.0001807661,0.002689476,0.002534763,0.5268371],"genre_scores_gemma":[0.1955799,0.06295586,0.01250947,0.01479971,0.007121639,0.0002381903,0.000903686,0.001501347,0.7043902],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04327626,"threshold_uncertainty_score":0.1447735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1467428911837109,"score_gpt":0.4772835614889721,"score_spread":0.3305406703052611,"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."}}