{"id":"W7033628833","doi":"","title":"Recherches et pratiques en formation des maîtres : vers une pratique réfléchie et argumentée /","year":2015,"lang":"fr","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Historical Studies in Central America","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Subject (documents); Field (mathematics); Perspective (graphical)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001193473,0.001083233,0.0009406517,0.0008115356,0.0008058552,0.0008681057,0.0009636211,0.0002936462,0.01435158],"category_scores_gemma":[0.006444425,0.0009887391,0.0004036508,0.0005787867,0.001915358,0.001547493,0.0005952573,0.00121927,0.0009789987],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02645098,"about_ca_system_score_gemma":0.03926087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3265973,"about_ca_topic_score_gemma":0.9835784,"domain_scores_codex":[0.9936388,0.001920236,0.001183714,0.0008898698,0.001597394,0.0007700531],"domain_scores_gemma":[0.9855531,0.01214996,0.001173517,0.0005014726,0.0002331771,0.0003887956],"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":[0.0001798491,0.0006922859,0.0009318636,0.0004596002,0.0005880605,0.00001952914,0.1289629,0.0001182045,0.0000792134,0.287596,0.578528,0.001844423],"study_design_scores_gemma":[0.0008745903,0.0005281052,0.003859019,0.0007498413,0.0001964325,0.0000225974,0.003231159,0.0001868348,0.00008197495,0.004208269,0.9850228,0.00103838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002783861,0.01562795,0.001245695,0.05410203,0.0004263032,0.001044916,0.0009079544,0.0002930138,0.9235682],"genre_scores_gemma":[0.04205729,0.01951468,0.005191953,0.005188581,0.001244974,0.0005826725,0.0002759071,0.0004407696,0.9255032],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6569811,"threshold_uncertainty_score":0.9997988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02682946088808478,"score_gpt":0.2544716075361956,"score_spread":0.2276421466481109,"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."}}