{"id":"W3217757724","doi":"","title":"Good practices, strategies of integration, what’s at stake in change, Québec","year":2014,"lang":"en","type":"article","venue":"Vie sociale","topic":"Health, Medicine and Society","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.002082427,0.0001031337,0.0003165129,0.00004971573,0.0003869027,0.00001015248,0.000112218,0.0003880781,0.0004313899],"category_scores_gemma":[0.001468603,0.00008795187,0.00005071593,0.0002464651,0.00008781929,0.0005942871,0.00004233126,0.0007861208,0.0001063776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003453062,"about_ca_system_score_gemma":0.002715569,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06041684,"about_ca_topic_score_gemma":0.5001015,"domain_scores_codex":[0.9977935,0.0009324673,0.0005203652,0.0001734419,0.0002312221,0.0003490325],"domain_scores_gemma":[0.9976766,0.001202942,0.0006408991,0.0002020874,0.0001873288,0.00009020553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007633611,0.0003906958,0.08678284,0.001966699,0.00005232924,0.000003360273,0.6150312,0.000001059107,0.0008553334,0.05761472,0.05092974,0.1862957],"study_design_scores_gemma":[0.001072816,0.0001519144,0.06802475,0.0005339495,0.00001975076,2.547072e-7,0.3781837,0.0000456333,0.00003182949,0.001488127,0.550321,0.0001262268],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8708717,0.001812945,0.0001307934,0.02754744,0.001581905,0.001308628,0.00001556311,0.00008277183,0.09664824],"genre_scores_gemma":[0.9900899,0.001578912,0.0002189223,0.004492577,0.0009359316,0.0001437996,0.0000209092,0.00001924679,0.002499815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4993913,"threshold_uncertainty_score":0.9458399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.151423595018026,"score_gpt":0.4557960760888025,"score_spread":0.3043724810707764,"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."}}