{"id":"W7112612741","doi":"","title":"Un dispositif d'évaluation des stages comme vecteur de formation et de reconnaissance des maîtres de stage en formation initiale des enseignants:Récit et analyse de pratique","year":2022,"lang":"fr","type":"article","venue":"Repository of the University of Namur","topic":"Mathematics Education and Teaching Techniques","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Third stage; Homogeneous","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004432707,0.0001275121,0.0001998521,0.0001403471,0.001829397,0.0000495249,0.0004854867,0.0001060515,0.00009357843],"category_scores_gemma":[0.0003945302,0.0001451857,0.0001494255,0.0003198502,0.0006643702,0.0007977384,0.000154456,0.0002925919,6.749182e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00180527,"about_ca_system_score_gemma":0.0007966312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007635461,"about_ca_topic_score_gemma":0.001865341,"domain_scores_codex":[0.9937149,0.005287981,0.0002985485,0.0001274413,0.0003118236,0.0002593546],"domain_scores_gemma":[0.9983693,0.0004856881,0.0006434614,0.0002315721,0.0001856747,0.00008427126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001057458,0.0005424162,0.03212751,0.0009955756,0.0001123935,0.0000106092,0.9049412,0.002091314,0.01812682,0.0274695,0.0009238389,0.01255306],"study_design_scores_gemma":[0.001303608,0.0007326459,0.2645962,0.002567402,0.0008872359,0.0002992122,0.3239298,0.03625041,0.1849639,0.173737,0.009861753,0.0008707379],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8777349,0.0003412185,0.1150318,0.0009223436,0.00007422707,0.0002853956,0.00004739051,0.00005823087,0.005504538],"genre_scores_gemma":[0.9636315,0.0005078307,0.03246067,0.0001052168,0.00002251097,0.000004039734,0.00001247276,0.00001083447,0.003244943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5810114,"threshold_uncertainty_score":0.9994701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0783217465885005,"score_gpt":0.3158359710484321,"score_spread":0.2375142244599316,"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."}}