{"id":"W4254412220","doi":"10.4000/edc.1752","title":"Introduction","year":2010,"lang":"fr","type":"article","venue":"Etudes de communication/Études de communication","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Musée de la Civilisation","funders":"","keywords":"Humanities; Philosophy; Sociology","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":[0.002392234,0.0007801214,0.0005342751,0.001493886,0.003253869,0.00685233,0.002424008,0.003113632,0.39542],"category_scores_gemma":[0.007762343,0.0003025676,0.0006558079,0.002009177,0.001604858,0.004210261,0.004395246,0.002390501,0.2026079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003007078,"about_ca_system_score_gemma":0.005427281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006350266,"about_ca_topic_score_gemma":0.006529864,"domain_scores_codex":[0.9973014,0.0004909954,0.0001502605,0.0006503524,0.001023392,0.0003836201],"domain_scores_gemma":[0.9967714,0.0005831043,0.0001656979,0.0004728968,0.001440036,0.0005669076],"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":[0.0001554757,0.0001003412,0.001840859,0.0006087763,0.00001279899,0.0003838073,0.003058847,0.0001853605,0.0007704404,0.1601214,0.5874271,0.2453348],"study_design_scores_gemma":[0.000004636971,0.00001518292,0.0005764703,0.000164466,0.000002824447,0.0001170334,0.0006364222,0.0000298921,0.0001226616,0.005698099,0.9926259,0.000006390773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003673343,0.003008791,0.008222244,0.01485869,0.005342306,0.0003538129,0.004526637,0.0009028159,0.9591113],"genre_scores_gemma":[0.03691898,0.003766495,0.009136002,0.009945168,0.001523219,0.000541563,0.006036749,0.0006314581,0.9315004],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6045799,"threshold_uncertainty_score":0.8623599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1573352349216167,"score_gpt":0.449967340556516,"score_spread":0.2926321056348993,"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."}}