{"id":"W4249823782","doi":"10.3917/ela.139.0309","title":"Un questionnaire","year":2005,"lang":"fr","type":"article","venue":"Éla Études de linguistique appliquée","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003257051,0.0004055034,0.0004164664,0.0001030771,0.0005519168,0.0001621315,0.0007177682,0.0007086387,0.001593172],"category_scores_gemma":[0.003920257,0.000480277,0.0002226245,0.0006708712,0.0009068128,0.0001530808,0.0001407177,0.001069826,0.000820627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015197,"about_ca_system_score_gemma":0.0007043903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006102182,"about_ca_topic_score_gemma":0.007073172,"domain_scores_codex":[0.9957803,0.001441277,0.0005228423,0.0006391365,0.0005216959,0.001094777],"domain_scores_gemma":[0.9979115,0.0005306118,0.0002766624,0.0005128597,0.0002888071,0.0004796353],"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":[0.00001139638,0.0001821229,0.001903859,0.00007678651,0.00005389345,0.00009777243,0.009279732,0.0005762845,0.0002056658,0.7033915,0.001604383,0.2826166],"study_design_scores_gemma":[0.0002818634,0.00007522353,0.002225211,0.0003103135,0.00009976205,0.0000348757,0.0004746901,0.0009226377,0.001093372,0.01867635,0.9752438,0.0005618931],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.108582,0.2126491,0.1074019,0.108938,0.006631257,0.001576651,0.00003351205,0.002008926,0.4521787],"genre_scores_gemma":[0.7503052,0.000823966,0.1993084,0.002040043,0.009133263,0.00007250363,0.000006802902,0.00007466563,0.03823521],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9736394,"threshold_uncertainty_score":0.9999573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01457502818232167,"score_gpt":0.3398951711764264,"score_spread":0.3253201429941047,"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."}}