{"id":"W4213199066","doi":"10.3917/lfa.190.0003","title":"Litéracies scolaires","year":2015,"lang":"fr","type":"article","venue":"Le Français aujourd hui","topic":"Education, sociology, and vocational training","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003210348,0.0001961241,0.0002672486,0.00007771627,0.0009229365,0.0001245156,0.000398941,0.0003207749,0.0004214613],"category_scores_gemma":[0.001438967,0.0002194449,0.0001359054,0.0004874526,0.00258583,0.0005743068,0.00004408113,0.0003414292,0.001159341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001201527,"about_ca_system_score_gemma":0.001452097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01390853,"about_ca_topic_score_gemma":0.001387523,"domain_scores_codex":[0.9975098,0.0007997117,0.0003471142,0.000328171,0.0004513369,0.000563881],"domain_scores_gemma":[0.9980797,0.000760045,0.0001629241,0.0002324242,0.0003899678,0.000374931],"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":[0.000004584809,0.000222895,0.01927999,0.00003184407,0.00006005792,0.00000300684,0.4182681,0.00004549397,0.00001175106,0.4774931,0.06715133,0.01742781],"study_design_scores_gemma":[0.00033134,0.00006045316,0.009508967,0.00007279268,0.0000285335,0.000004517252,0.2407452,0.00003925997,0.0000245302,0.01585492,0.7330904,0.0002390882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4493397,0.04194089,0.0006874747,0.2583517,0.0217291,0.0003552915,0.00003221124,0.000192577,0.2273712],"genre_scores_gemma":[0.936031,0.0007387243,0.002451619,0.001306005,0.009861528,0.00003234516,0.0000173872,0.00002639856,0.04953494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6659391,"threshold_uncertainty_score":0.9996184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2303031241400038,"score_gpt":0.4271623617503677,"score_spread":0.1968592376103639,"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."}}