{"id":"W2487086803","doi":"10.3726/978-3-0352-6383-1","title":"Le verbe en friche","year":2014,"lang":"fr","type":"book","venue":"Peter Lang B eBooks","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[0.002327172,0.0004735337,0.0006588528,0.0002050083,0.0005113227,0.0001458741,0.0009412945,0.0008729879,0.00098384],"category_scores_gemma":[0.000610963,0.000492851,0.0003656985,0.00009808235,0.0009368072,0.00007627175,0.0002346139,0.001200595,0.002525381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003787354,"about_ca_system_score_gemma":0.001050574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002802306,"about_ca_topic_score_gemma":0.002623027,"domain_scores_codex":[0.9946692,0.002740165,0.0004162252,0.0006746753,0.0006777063,0.0008220445],"domain_scores_gemma":[0.9970659,0.001567919,0.0003296335,0.0006603875,0.00009617832,0.0002799865],"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":[0.00001093783,0.00003742988,0.0002722388,0.0002852277,0.0002135682,0.0001683911,0.0272769,0.00001362269,0.0005860235,0.7306519,0.02297529,0.2175084],"study_design_scores_gemma":[0.0002555044,0.00007839376,0.0002028882,0.0002461226,0.000118242,0.000009976247,0.0002073628,0.00003468246,0.0001571586,0.005136625,0.9929676,0.0005854552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007801066,0.001008997,0.003206714,0.000583692,0.002242572,0.0003176579,0.00001661159,0.0002721322,0.9915715],"genre_scores_gemma":[0.01403694,0.00001219983,0.02185385,0.001089617,0.004198064,0.00003997527,0.00004137515,0.0001196757,0.9586083],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9699923,"threshold_uncertainty_score":0.9999294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02327362315515379,"score_gpt":0.295090264177777,"score_spread":0.2718166410226232,"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."}}