{"id":"W4301154800","doi":"10.3166/ria.27.155-169","title":"Classiﬁcation structurée pour l’apprentissage par renforcement inverse","year":2013,"lang":"fr","type":"article","venue":"Revue d intelligence artificielle","topic":"Information Technology and Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Inverse; Psychology; Computer science; Mathematics; Geometry","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":[0.004080094,0.002119826,0.002237258,0.001216317,0.001533767,0.00373179,0.001568005,0.004178405,0.01439415],"category_scores_gemma":[0.01412249,0.0009482201,0.003164384,0.0006336292,0.003711015,0.003276234,0.001816509,0.007623334,0.004137829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002786309,"about_ca_system_score_gemma":0.002693016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01690248,"about_ca_topic_score_gemma":0.008400031,"domain_scores_codex":[0.9962739,0.001293498,0.0001283529,0.0008073655,0.001209376,0.0002874605],"domain_scores_gemma":[0.9922348,0.005255373,0.0002087387,0.0005703564,0.001430781,0.0002999929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006222503,0.000259502,0.0006851581,0.000304637,0.0001309982,0.0005388934,0.0007414623,0.1931302,0.01244093,0.6678796,0.008728316,0.1145381],"study_design_scores_gemma":[0.0001435993,0.0002033625,0.0004782464,0.0001083712,0.00004710396,0.0002798544,0.0001269727,0.813176,0.007830756,0.1552013,0.02232282,0.00008144657],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01588031,0.0005136655,0.9602341,0.001537777,0.0005781146,0.00009524778,0.00005705117,0.0006934882,0.02041022],"genre_scores_gemma":[0.4678227,0.001428044,0.387088,0.001111076,0.001341364,0.0005971221,0.0004549941,0.0009642591,0.1391925],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01690248,"threshold_uncertainty_score":0.04815316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03781278750791563,"score_gpt":0.2846935470593738,"score_spread":0.2468807595514582,"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."}}