{"id":"W4312927830","doi":"10.7202/1091196ar","title":"Évaluation des connaissances des patients diabétiques par les cartes conceptuelles : approche méthodologique","year":2022,"lang":"fr","type":"article","venue":"Mesure et évaluation en éducation","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Sociology; 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":["metaresearch"],"category_scores_codex":[0.05562977,0.0003975634,0.0004403676,0.0002157577,0.002755635,0.0002002551,0.0005033747,0.0003298757,0.003309689],"category_scores_gemma":[0.01839926,0.0004467114,0.0001837363,0.001143207,0.001972793,0.000927492,0.0001419889,0.0007626282,0.00004756685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001687878,"about_ca_system_score_gemma":0.001487823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004896687,"about_ca_topic_score_gemma":0.002637838,"domain_scores_codex":[0.9195694,0.07691357,0.0007387568,0.0007261602,0.001462015,0.0005900703],"domain_scores_gemma":[0.9924883,0.005169486,0.0007553479,0.0003698851,0.00107511,0.0001418435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001884495,0.0003067639,0.08083403,0.00009091432,0.00005353431,6.695943e-7,0.4537877,0.004526794,0.0005110729,0.005036108,0.002210798,0.4526228],"study_design_scores_gemma":[0.0007899769,0.0005752898,0.8114555,0.0001713834,0.0002839669,0.000003936006,0.07228632,0.002573518,0.001980599,0.0662581,0.04288001,0.0007414234],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9232766,0.0193016,0.03877903,0.005294067,0.003525873,0.001307251,0.00004824147,0.0002473079,0.008220038],"genre_scores_gemma":[0.91036,0.001082587,0.07971497,0.0003201044,0.000513033,0.0006753101,0.0005452175,0.00005656697,0.006732176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7306215,"threshold_uncertainty_score":0.9997985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1937342040556421,"score_gpt":0.4159654705042358,"score_spread":0.2222312664485937,"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."}}