{"id":"W4249234581","doi":"10.31468/cjsdwr.531","title":"Announcements","year":2004,"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; Business","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":[0.0003446735,0.0002952162,0.0003118406,0.0001286138,0.0002731663,0.0001378187,0.0002511433,0.0001266491,0.0001019148],"category_scores_gemma":[0.0001369134,0.0002582085,0.00008151958,0.000244766,0.0004147194,0.0004308809,0.0001472115,0.0002625924,0.001136566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001192612,"about_ca_system_score_gemma":0.0001175507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000932496,"about_ca_topic_score_gemma":0.00003337458,"domain_scores_codex":[0.998054,0.00004351406,0.0003273093,0.0005175438,0.0003338983,0.0007237641],"domain_scores_gemma":[0.9991668,0.00006271425,0.0001326593,0.0003722665,0.00007643912,0.0001891101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004743852,0.002874256,0.6872941,0.0002400094,0.0005928992,0.002024079,0.00399347,0.000487454,0.07663607,0.1479172,0.01931787,0.05814829],"study_design_scores_gemma":[0.03345538,0.00262329,0.651794,0.001856578,0.001061253,0.001293037,0.05900946,0.0002826252,0.04417463,0.134738,0.06192908,0.007782671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800003,0.0009333706,0.0001635816,0.001647666,0.0001585666,0.0002444903,0.0001740032,0.0004129229,0.01626514],"genre_scores_gemma":[0.9982811,0.0001220215,0.0006781968,0.0003979235,0.0001661206,0.00003200724,0.0001091191,0.00006051193,0.0001530658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05501599,"threshold_uncertainty_score":0.999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1161341115401144,"score_gpt":0.4184700370866075,"score_spread":0.3023359255464931,"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."}}