{"id":"W7096912960","doi":"","title":"DEPARTEMENT D'ETUDES SUR L'ENSEIGNEMENT ET L'APPRENTISSAGE","year":2015,"lang":"en","type":"article","venue":"","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Subject (documents); Point (geometry); Face (sociological concept)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003536876,0.0007515552,0.0007193767,0.003384253,0.003895481,0.004286498,0.001287118,0.00212747,0.1496342],"category_scores_gemma":[0.01122564,0.00050775,0.0005628872,0.001758224,0.002203538,0.00207926,0.003413734,0.003813804,0.03744508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01471071,"about_ca_system_score_gemma":0.02661973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06172764,"about_ca_topic_score_gemma":0.07567765,"domain_scores_codex":[0.9969147,0.0005775729,0.0002034579,0.0005108882,0.001144175,0.00064914],"domain_scores_gemma":[0.9807971,0.002485866,0.001119184,0.0004945294,0.004537844,0.01056563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006453297,0.0007913443,0.03950924,0.00165297,0.00004186494,0.001014346,0.01023606,0.0008122774,0.00282562,0.03875004,0.4221955,0.4815255],"study_design_scores_gemma":[0.00003318272,0.0001559234,0.04851963,0.0004304456,0.00001021736,0.0005864514,0.003101899,0.0003983683,0.001593781,0.002418823,0.9427148,0.00003641281],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1404769,0.04337959,0.0130597,0.2225479,0.01550996,0.000831123,0.009692698,0.00330147,0.5512007],"genre_scores_gemma":[0.1805995,0.01138512,0.006916655,0.003044443,0.001968511,0.0003825612,0.001046207,0.0004426305,0.7942144],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8503658,"threshold_uncertainty_score":0.5005764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.405115032448179,"score_gpt":0.4807893756057094,"score_spread":0.07567434315753041,"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."}}