{"id":"W4385957920","doi":"10.1051/e3sconf/202341201043","title":"The role of formative evaluation in the teaching/learning process at ISPITS in Morocco: Exploratory study of teachers involved in the health environment option","year":2023,"lang":"en","type":"article","venue":"E3S Web of Conferences","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Formative assessment; Operationalization; Curriculum; Exploratory research; Workload; Process (computing); Medical education; Psychology; Mathematics education; Pedagogy; Medicine; Sociology; Computer science; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02664589,0.0004767033,0.0005716836,0.001887988,0.0038308,0.00471649,0.001517545,0.001135593,0.0009094666],"category_scores_gemma":[0.05740148,0.0004185191,0.000319192,0.000997944,0.003255125,0.001898871,0.00264716,0.001378003,0.0002160388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006659127,"about_ca_system_score_gemma":0.007018834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01666701,"about_ca_topic_score_gemma":0.02664991,"domain_scores_codex":[0.9773931,0.01616764,0.001068404,0.0009368339,0.002039714,0.002394327],"domain_scores_gemma":[0.9494316,0.03255852,0.006349203,0.001353728,0.006597117,0.003709824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003179522,0.001865987,0.1971095,0.000300128,0.00001802882,0.0007620457,0.7536552,0.0001848163,0.002158678,0.0004395905,0.0002103141,0.04297781],"study_design_scores_gemma":[0.00002951633,0.001761292,0.2668369,0.0003681505,0.00003224714,0.0003660981,0.7244643,0.0007110893,0.001772216,0.0002472004,0.003352434,0.00005858833],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988582,0.00008818565,0.0002847564,0.0001271991,0.00000416783,0.00007196111,0.000007219216,0.000003032375,0.0005552798],"genre_scores_gemma":[0.9991183,0.00006755093,0.0003517046,0.00004728663,0.00000390864,0.00007837891,0.000007292891,0.000002741637,0.0003228787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02664589,"threshold_uncertainty_score":0.1409186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2055598565125621,"score_gpt":0.471744517388907,"score_spread":0.2661846608763448,"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."}}