{"id":"W3111575593","doi":"10.7202/1073736ar","title":"L’initiation à l’épistémologie des sciences à l’école : peut-on envisager d’autres conceptualisations que le modèle Nature of science (NOS)?","year":2020,"lang":"fr","type":"article","venue":"Éthique en éducation et en formation Les Dossiers du GREE","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.007380901,0.0003185782,0.0003176877,0.0005107941,0.004038907,0.0004034841,0.001196635,0.0005789782,0.001240446],"category_scores_gemma":[0.009227094,0.000331717,0.0001512887,0.003346307,0.01163613,0.005167853,0.0001129803,0.0009353095,0.0001809612],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001616435,"about_ca_system_score_gemma":0.009520345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673655,"about_ca_topic_score_gemma":0.0008573067,"domain_scores_codex":[0.9939144,0.002753664,0.0007987999,0.0006526617,0.001247094,0.0006334006],"domain_scores_gemma":[0.9955687,0.002009704,0.0007958135,0.00032586,0.000910705,0.0003892215],"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":[0.00001194982,0.0001652673,0.001189718,0.00006377684,0.000008937754,4.423137e-7,0.3156064,0.003385378,0.0006311564,0.6716688,0.003608115,0.003660099],"study_design_scores_gemma":[0.001178305,0.0008339981,0.05173936,0.0004176952,0.00009370632,0.00002660618,0.7045602,0.02206731,0.01251722,0.06905948,0.1362818,0.001224265],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6174817,0.0008052555,0.0143647,0.2419173,0.003381196,0.0008702006,0.00008895451,0.0001740183,0.1209167],"genre_scores_gemma":[0.9867886,0.0005291228,0.003816634,0.006923904,0.0006283181,0.00007234394,0.00006300074,0.00001909722,0.001158996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6026093,"threshold_uncertainty_score":0.9999135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1586939469930363,"score_gpt":0.4001274624997658,"score_spread":0.2414335155067295,"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."}}