{"id":"W4414833861","doi":"","title":"Le bien-être et la réussite de l’élève à l'école : perspective internationale","year":2024,"lang":"fr","type":"book","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Education Practices and Challenges","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski; Université du Québec à Trois-Rivières","funders":"","keywords":"Perspective (graphical); Context (archaeology); Theme (computing); Government (linguistics); Subject (documents)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00435329,0.0004766234,0.0003990601,0.0003433984,0.0009550648,0.001691323,0.0009724429,0.0003347599,0.002776126],"category_scores_gemma":[0.0008825612,0.0005216477,0.0003642982,0.0001473044,0.0009320932,0.0005955929,0.0005174479,0.001185393,0.0007313896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004963151,"about_ca_system_score_gemma":0.002223183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006574633,"about_ca_topic_score_gemma":0.02606995,"domain_scores_codex":[0.9927414,0.004918593,0.0005602425,0.0008503439,0.0004945204,0.0004348759],"domain_scores_gemma":[0.9911637,0.004010867,0.0005892438,0.001075604,0.002925884,0.0002346942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008838854,0.0006760342,0.00007227893,0.000183953,0.0002434042,0.00001460111,0.1361998,0.000009971821,0.00003014536,0.8481281,0.01007519,0.004357622],"study_design_scores_gemma":[0.0003227557,0.000001447203,0.0003175431,0.002493021,0.0001607194,0.00004325977,0.02564285,0.001000562,0.0002827469,0.04749615,0.921745,0.0004939688],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003884818,0.009425989,0.001198214,0.1402956,0.0006421288,0.0003004688,0.0003157262,0.0001845841,0.8437525],"genre_scores_gemma":[0.1278027,0.006425024,0.002283598,0.0006866245,0.0003032321,0.00009905182,0.0004952325,0.0001170849,0.8617875],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9116698,"threshold_uncertainty_score":0.9997235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02398638554829423,"score_gpt":0.2695810597265012,"score_spread":0.245594674178207,"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."}}