{"id":"W4255452267","doi":"10.31468/cjsdwr.467","title":"Announcements","year":2000,"lang":"en","type":"article","venue":"Discourse and Writing/Rédactologie","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Materials 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004179116,0.00009376606,0.000130791,0.00001618969,0.0007343197,0.0001439336,0.000223258,0.0000823692,0.001386536],"category_scores_gemma":[0.00008060804,0.00008173244,0.00004436268,0.0001993032,0.0006487504,0.0003287385,0.00002337786,0.00009809901,0.00008646607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003680439,"about_ca_system_score_gemma":0.0001206142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005381044,"about_ca_topic_score_gemma":0.001747551,"domain_scores_codex":[0.9987603,0.00006514796,0.000138464,0.0002487176,0.0003319022,0.0004554345],"domain_scores_gemma":[0.9996074,0.00007826057,0.00005348709,0.0001002408,0.00002923448,0.0001314031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002491917,0.0001425037,0.2687684,0.000008045441,0.00002087381,0.00004434052,0.01540324,0.000004201937,0.0000622247,0.06196679,0.02483964,0.6287148],"study_design_scores_gemma":[0.0006495572,0.0001187829,0.2013492,0.00007124634,0.00003251637,0.00000373362,0.07185383,0.00003784401,0.00003760084,0.01325952,0.7119714,0.0006148263],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.808714,0.0005924454,0.000008104519,0.008541363,0.0001370859,0.00009941991,0.00001625049,0.0000740633,0.1818173],"genre_scores_gemma":[0.9901001,0.00173853,0.00007527875,0.0005520827,0.0003126135,0.000009340039,0.000003696225,0.00000478452,0.007203514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6871318,"threshold_uncertainty_score":0.9995263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1179167914823637,"score_gpt":0.4455810534793425,"score_spread":0.3276642619969788,"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."}}