{"id":"W3195644612","doi":"10.7202/1096939ar","title":"Difficulté scolaire : ce qu’en disent élèves, parents et professionnels de l’éducation","year":2023,"lang":"fr","type":"preprint","venue":"Revue de psychoéducation","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Political science; Humanities; Psychology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.007882817,0.0005829542,0.0005518171,0.002946848,0.003681824,0.008455628,0.0009166259,0.002242558,0.007080118],"category_scores_gemma":[0.02970072,0.0003411669,0.0005675163,0.001973223,0.01092864,0.006104982,0.006517319,0.003485956,0.0007160089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004321076,"about_ca_system_score_gemma":0.006294583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01321007,"about_ca_topic_score_gemma":0.01629615,"domain_scores_codex":[0.9912144,0.004463336,0.000403036,0.000599795,0.002565098,0.0007543043],"domain_scores_gemma":[0.9800156,0.01136993,0.002655933,0.000955035,0.003071822,0.001931654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001915287,0.000294097,0.1917984,0.0007759247,0.0001116515,0.001703482,0.5888627,0.0004566355,0.001804983,0.06228922,0.009519358,0.1421921],"study_design_scores_gemma":[0.00002815073,0.0002142131,0.1935538,0.001702083,0.00007957612,0.002623581,0.6707811,0.0009126636,0.001466553,0.04509046,0.08341942,0.0001283277],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.820518,0.008260047,0.01106593,0.03085991,0.0006519803,0.0001618295,0.0001902766,0.00007628377,0.1282157],"genre_scores_gemma":[0.9867137,0.002228366,0.002114261,0.001238409,0.00009248088,0.0001002604,0.00008196205,0.00003125425,0.00739936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01321007,"threshold_uncertainty_score":0.0416888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3563716403478945,"score_gpt":0.5211100487452095,"score_spread":0.164738408397315,"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."}}