{"id":"W1483965215","doi":"","title":"chap. 12. Dispositifs d'autoévaluation socialisée en formation : une contrainte pervertissante ou une opportunité transformatrice ?","year":2010,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01848322,0.0006232263,0.0006948182,0.0002566093,0.002600373,0.001572614,0.002686515,0.0009059691,0.0009118285],"category_scores_gemma":[0.002764651,0.0007010133,0.0004718901,0.001108446,0.001148181,0.002399229,0.0007056386,0.001840508,0.0002011882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005824756,"about_ca_system_score_gemma":0.001940532,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09651397,"about_ca_topic_score_gemma":0.1220302,"domain_scores_codex":[0.9822787,0.01337033,0.001397689,0.0008504774,0.001247335,0.0008554891],"domain_scores_gemma":[0.9878529,0.004757528,0.001748171,0.001406068,0.003694033,0.0005413233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002844528,0.000666475,0.0001987803,0.0001687078,0.0001058768,0.000002451527,0.1950029,0.00004804759,0.001031722,0.7022991,0.001999066,0.09844837],"study_design_scores_gemma":[0.001499349,0.000003536182,0.0189145,0.002209738,0.0005432977,0.00004575032,0.01731592,0.02319796,0.003510435,0.04487194,0.886442,0.001445564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.09611765,0.001289304,0.05298496,0.5425092,0.001790589,0.001936903,0.0004206007,0.000243247,0.3027076],"genre_scores_gemma":[0.9211332,0.008879365,0.008157304,0.0008552501,0.0003710607,0.0002555422,0.002213971,0.00008360761,0.05805069],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8844429,"threshold_uncertainty_score":0.9995441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03824099819405181,"score_gpt":0.3063347257357035,"score_spread":0.2680937275416517,"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."}}