{"id":"W6993264056","doi":"","title":"Pierre Laval","year":2010,"lang":"fr","type":"article","venue":"","topic":"Educational Methods and Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001288095,0.001572837,0.0008270564,0.002033577,0.001609336,0.003736215,0.0007600348,0.001950613,0.1802233],"category_scores_gemma":[0.005864713,0.0002848233,0.0004016336,0.0008582887,0.0008115071,0.001637263,0.00159895,0.002009958,0.1190052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001422062,"about_ca_system_score_gemma":0.001745516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005139328,"about_ca_topic_score_gemma":0.004562316,"domain_scores_codex":[0.9984402,0.0003228942,0.00004322315,0.0003734423,0.000692366,0.000127941],"domain_scores_gemma":[0.9976653,0.0009990928,0.0001313087,0.000223432,0.0005595324,0.0004212839],"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":[0.0001804066,0.0001044865,0.001078335,0.000269291,0.00003220996,0.0004746355,0.0003829001,0.000863804,0.001534963,0.086781,0.4958974,0.4124005],"study_design_scores_gemma":[0.000009715163,0.0000120417,0.0006953794,0.00006092616,0.000004224147,0.0002994972,0.0000835539,0.0001713078,0.0004692932,0.002539547,0.9956454,0.000009114722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009950049,0.08167175,0.03337332,0.08229508,0.02748786,0.0001510406,0.00301877,0.005152088,0.7569],"genre_scores_gemma":[0.03555817,0.01240087,0.005461322,0.002714242,0.003968845,0.00009520032,0.0003820215,0.0005944683,0.9388248],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1802233,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04882942565288827,"score_gpt":0.4304769990677185,"score_spread":0.3816475734148302,"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."}}