{"id":"W4404900540","doi":"10.46827/ejes.v11i12.5673","title":"IS REDOING FIRST YEAR OF HIGH-SCHOOL USEFULL? / EST-CE UTILE DE REDOUBLER SA PREMIÈRE ANNÉE DU SECONDAIRE (ÉTUDE DE CAS)?","year":2024,"lang":"en","type":"article","venue":"European Journal of Education Studies","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Campbell Scientific (Canada)","funders":"","keywords":"Physics; Humanities; Mathematics; Art","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002001197,0.000338989,0.0004005267,0.000995164,0.002032388,0.002385612,0.0011763,0.001919293,0.01294401],"category_scores_gemma":[0.005702575,0.0002052179,0.0004375039,0.0005564261,0.0008809277,0.002013652,0.001293286,0.001725374,0.002871255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001635639,"about_ca_system_score_gemma":0.004463519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01824508,"about_ca_topic_score_gemma":0.04088424,"domain_scores_codex":[0.9990268,0.0002059104,0.00003526136,0.00009878962,0.0001776943,0.0004555928],"domain_scores_gemma":[0.9945544,0.0003533031,0.0007583858,0.0002931404,0.0008793268,0.00316141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004395891,0.002567702,0.3470367,0.0005728994,0.00004991447,0.003211007,0.009790279,0.0002624383,0.003607249,0.004596224,0.04255984,0.5853062],"study_design_scores_gemma":[0.00004629612,0.001957487,0.7674825,0.001771583,0.00006770838,0.00505053,0.03342736,0.0003123429,0.002972555,0.002135268,0.1846206,0.0001556974],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9068267,0.007994757,0.002037602,0.0360827,0.002846879,0.000172759,0.0004393983,0.0004237759,0.04317534],"genre_scores_gemma":[0.9557698,0.003489343,0.001903009,0.001837503,0.0003756334,0.0001253243,0.0003181232,0.0000670594,0.03611432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01824508,"threshold_uncertainty_score":0.04330206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.045812769240581,"score_gpt":0.3654697634941194,"score_spread":0.3196569942535383,"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."}}