{"id":"W4405299650","doi":"","title":"Quand la recherche participative permet la coconstruction d'un modèle heuristique des gestes professionnels pour favoriser le développement du langage en contexte de jeu de faire semblant à la maternelle","year":2024,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02151903,0.001269787,0.001027244,0.002439285,0.003464749,0.01319206,0.002439763,0.004233173,0.02497743],"category_scores_gemma":[0.05634214,0.0006828445,0.002072032,0.002697779,0.005430218,0.01893124,0.004060992,0.00320962,0.00295425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005637566,"about_ca_system_score_gemma":0.01173312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03772028,"about_ca_topic_score_gemma":0.03318723,"domain_scores_codex":[0.9840333,0.01143917,0.0005383007,0.001926562,0.001579452,0.000483113],"domain_scores_gemma":[0.9426787,0.04337304,0.002506605,0.005006705,0.005465434,0.0009694229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000213519,0.0003665262,0.01650601,0.001200492,0.0002518955,0.0005141483,0.08055797,0.007085228,0.002159299,0.8030608,0.005745667,0.08233828],"study_design_scores_gemma":[0.0001452864,0.000534677,0.01857702,0.003074636,0.0004404286,0.0006535455,0.1308856,0.05041054,0.003189069,0.6256582,0.1662326,0.0001982757],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1479902,0.004574128,0.6738291,0.04347169,0.001375319,0.0009378992,0.001322723,0.0004925513,0.1260064],"genre_scores_gemma":[0.7357459,0.002655195,0.2260631,0.00184653,0.0002708161,0.001165746,0.0007178627,0.0002273279,0.03130743],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03772028,"threshold_uncertainty_score":0.1138048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2804087741901766,"score_gpt":0.4113175282912805,"score_spread":0.1309087541011039,"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."}}