{"id":"W4414879656","doi":"","title":"Quels outils méthodologiques pour appréhender la pratique enseignante en contexte de jeu de faire semblant à la maternelle pour le développement du langage ?","year":2025,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Context (archaeology); Identity (music); Subject (documents); Meaning (existential)","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":["metaresearch","metaepi_narrow"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.03456161,0.0004749823,0.0005850085,0.0002134259,0.0009728336,0.0006045137,0.001483211,0.0006981699,0.0003346845],"category_scores_gemma":[0.01187549,0.000508677,0.0002765815,0.0006857337,0.0008963672,0.00029715,0.0006446419,0.00109945,0.00008923439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007148717,"about_ca_system_score_gemma":0.002968665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01784292,"about_ca_topic_score_gemma":0.007178941,"domain_scores_codex":[0.9062192,0.09100667,0.0006619535,0.0007821763,0.0004225799,0.0009074571],"domain_scores_gemma":[0.9833749,0.01372145,0.0005004031,0.001094625,0.0009920059,0.0003166054],"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":[0.00002812575,0.0009669839,0.01325482,0.0003409341,0.0002412858,0.0001397629,0.2037281,0.0001520275,0.02916971,0.6583809,0.01356144,0.08003594],"study_design_scores_gemma":[0.003398212,0.000007863619,0.04467453,0.008942068,0.0003556339,0.0002007157,0.06429851,0.02816251,0.3596534,0.07678413,0.4113965,0.002125854],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1290501,0.005412117,0.6273614,0.09333055,0.0003091927,0.0005517881,0.00003473229,0.000400155,0.14355],"genre_scores_gemma":[0.4888448,0.003016374,0.2885789,0.001008224,0.00007448373,0.0001068691,0.00005190908,0.00006023016,0.2182582],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.5815967,"threshold_uncertainty_score":0.9997365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03023386373546483,"score_gpt":0.3054250360325456,"score_spread":0.2751911722970808,"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."}}