{"id":"W7104278822","doi":"10.71781/6285","title":"Portrait des difficultés des élèves du secondaire relativement à l’orthographe des formes homophones","year":2015,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Writing and Handwriting Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Homophone; Population; Validation test; Context (archaeology)","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":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0007889397,0.0005788804,0.0005164174,0.0003444681,0.02567949,0.000219674,0.0004689295,0.0005889469,0.0001652303],"category_scores_gemma":[0.0003243912,0.0006448754,0.000486682,0.0008739661,0.003114709,0.001178398,0.0001019487,0.0004751035,0.00005330706],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006305692,"about_ca_system_score_gemma":0.003220443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08515391,"about_ca_topic_score_gemma":0.1046429,"domain_scores_codex":[0.9964688,0.0004086579,0.0006038143,0.0007416044,0.0009660783,0.0008110704],"domain_scores_gemma":[0.997,0.0002351978,0.0006312198,0.0002708641,0.001223535,0.0006392035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002746505,0.000704012,0.204026,0.0005376584,0.0004849533,0.0003606249,0.712087,0.0005211795,0.00199242,0.03862827,0.001216413,0.03916678],"study_design_scores_gemma":[0.0006502485,0.0001365133,0.4236037,0.0009550594,0.000375281,0.0001990196,0.550796,0.00008591881,0.0008221542,0.007503439,0.01423852,0.0006340805],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8756065,0.03000841,0.00007659628,0.0002599793,0.001315067,0.0003924846,0.00008018966,0.0001882578,0.09207248],"genre_scores_gemma":[0.9534124,0.003268826,0.001627992,0.00003477648,0.0005475581,0.00005445032,0.000547795,0.00004266139,0.04046351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2195778,"threshold_uncertainty_score":0.9996002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01279351146605294,"score_gpt":0.2198646981041213,"score_spread":0.2070711866380684,"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."}}