{"id":"W6999489980","doi":"","title":"Corpus distinguable Copeas T8 s102 lobby","year":2009,"lang":"fr","type":"dataset","venue":"Americanae (AECID Library)","topic":"French Language Learning Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Research methodology; Ethnolinguistics; Canadian studies","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","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009539836,0.001223803,0.001797665,0.0004114223,0.001103307,0.0003768943,0.003271814,0.0008148067,0.03168922],"category_scores_gemma":[0.002184477,0.001312553,0.0005754892,0.003902608,0.003499512,0.001626298,0.0006112274,0.00208538,0.005623333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003937977,"about_ca_system_score_gemma":0.001408414,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2384778,"about_ca_topic_score_gemma":0.001312957,"domain_scores_codex":[0.9897701,0.003596607,0.00116417,0.001794235,0.001476629,0.002198287],"domain_scores_gemma":[0.9934586,0.00171441,0.00159965,0.001905614,0.00009949433,0.001222189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002593245,0.0002328994,0.005288922,0.00006733015,0.0001284013,0.000676061,0.000667309,0.00006495947,0.000009499062,0.001953577,0.8214142,0.1694709],"study_design_scores_gemma":[0.000377917,0.0006065174,0.01061541,0.0002705854,0.0002643385,0.0000212223,0.0007614124,0.00005479276,0.0000448751,0.0005429586,0.9849195,0.001520422],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01066522,0.05209791,0.001550888,0.03186733,0.01417702,0.002797064,0.6718557,0.002270993,0.2127178],"genre_scores_gemma":[0.001648364,0.006471567,0.06179303,0.01599883,0.007065976,0.0001092128,0.6466013,0.0003938976,0.2599178],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2371648,"threshold_uncertainty_score":0.9992124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569644904402023,"score_gpt":0.2864851938643219,"score_spread":0.2707887448203017,"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."}}