{"id":"W4225745342","doi":"10.7202/1087828ar","title":"De « donner la parole » aux praticiens à « tenir parole » comme chercheures : enjeux et défis de l’utilisation de récits de pratique","year":2022,"lang":"fr","type":"article","venue":"Enjeux et société Approches transdisciplinaires","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy; Political science; Art","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.01904046,0.0005875178,0.0006101397,0.000157262,0.002952354,0.0003042755,0.0010366,0.0008070202,0.0005357394],"category_scores_gemma":[0.003014427,0.0006757968,0.000443011,0.0007952999,0.002563799,0.0006128427,0.0001856649,0.001993887,0.00001295148],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001761038,"about_ca_system_score_gemma":0.009223376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002518898,"about_ca_topic_score_gemma":0.001737212,"domain_scores_codex":[0.9848267,0.01106208,0.0007980827,0.000867026,0.0007977755,0.001648338],"domain_scores_gemma":[0.9910561,0.007334229,0.000356817,0.0004375399,0.000307015,0.0005082682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004169361,0.0008653321,0.005436657,0.000248681,0.0001660905,0.00000639449,0.68562,0.003760755,0.0009951028,0.2971534,0.003730074,0.001975836],"study_design_scores_gemma":[0.001032663,0.0002561396,0.07637618,0.0001686706,0.0002927588,0.00006074207,0.5630188,0.003051289,0.000586649,0.3142109,0.04008823,0.0008569856],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6841311,0.003917164,0.01461698,0.2655742,0.0008971595,0.0009468812,0.0001709546,0.000322382,0.02942318],"genre_scores_gemma":[0.9683501,0.001557432,0.01527262,0.006266571,0.001456779,0.001419652,0.0002139361,0.0001140171,0.00534891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2842189,"threshold_uncertainty_score":0.9995693,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2070035746504463,"score_gpt":0.4658069450898035,"score_spread":0.2588033704393571,"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."}}