{"id":"W4241875295","doi":"10.31468/cjsdwr.553","title":"Announcements","year":2008,"lang":"en","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[],"category_scores_codex":[0.000286018,0.0002941235,0.0003430545,0.0001323606,0.0004651665,0.00005808445,0.0002483997,0.0001241028,0.0001850285],"category_scores_gemma":[0.0001509271,0.0002573056,0.00008552295,0.0002434415,0.0006595188,0.0004112456,0.0001512794,0.0002637775,0.001143156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005834998,"about_ca_system_score_gemma":0.00009524188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005144809,"about_ca_topic_score_gemma":0.00001063188,"domain_scores_codex":[0.9979944,0.00007339911,0.0003391156,0.0005141408,0.000364372,0.0007146219],"domain_scores_gemma":[0.999083,0.000112395,0.0001378014,0.000386043,0.00008869355,0.0001920096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001191669,0.0005289311,0.9259588,0.00003894786,0.0001295375,0.001090221,0.001162846,0.00001034468,0.01034054,0.004173798,0.04809862,0.008348198],"study_design_scores_gemma":[0.006953196,0.0008063792,0.8993899,0.0003099013,0.0002793772,0.002017852,0.01363805,0.0005673466,0.007572729,0.003766789,0.06176361,0.002934899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739691,0.001099726,0.00005095333,0.0006220437,0.0001411258,0.0002093081,0.0001628878,0.0003922885,0.02335255],"genre_scores_gemma":[0.9978918,0.000369025,0.0003857227,0.0003245221,0.0001837444,0.00003146894,0.0001112527,0.00006007392,0.0006424344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02656896,"threshold_uncertainty_score":0.9999879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1643842766562026,"score_gpt":0.4160348216039357,"score_spread":0.2516505449477331,"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."}}