{"id":"W4307632203","doi":"10.3917/epar.645.0046","title":"Les inégalités scolaires ne sont pas une fatalité","year":2022,"lang":"fr","type":"article","venue":"L école des parents","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cegep de Thetford","funders":"","keywords":"Political science","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001975749,0.000194138,0.0002351388,0.00007159504,0.003079604,0.00007464548,0.0004919943,0.0001310564,0.001241866],"category_scores_gemma":[0.0003866367,0.0002349764,0.0001347849,0.0007640431,0.001683005,0.0002452805,0.0001463045,0.0003521514,0.0000819894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005573374,"about_ca_system_score_gemma":0.0004684228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03206172,"about_ca_topic_score_gemma":0.004614439,"domain_scores_codex":[0.9965347,0.001521589,0.0003759013,0.0003956543,0.0005250718,0.0006471021],"domain_scores_gemma":[0.9986671,0.0005803093,0.0001971758,0.000220589,0.0001329701,0.0002018208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001139203,0.0006811287,0.4136519,0.00008841219,0.0001282473,0.000005431008,0.1552114,0.0004667312,0.0000214411,0.360792,0.002456323,0.06648565],"study_design_scores_gemma":[0.0003663128,0.0001379067,0.2569406,0.00007644547,0.000061348,0.00000490849,0.3911436,0.0001051753,0.000009269779,0.01737393,0.3334489,0.0003315194],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9487053,0.005736335,0.00009113884,0.01351115,0.007157455,0.000360217,0.0001670082,0.00008056675,0.02419081],"genre_scores_gemma":[0.9797539,0.000374557,0.0005918398,0.001007234,0.001818765,0.0002841277,0.0001674468,0.00002395128,0.01597822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.343418,"threshold_uncertainty_score":0.9996712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3466162615415857,"score_gpt":0.4646031433361765,"score_spread":0.1179868817945908,"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."}}