{"id":"W4245186009","doi":"10.31468/cjsdwr.519","title":"Call for Papers","year":2003,"lang":"en","type":"paratext","venue":"Discourse and Writing/Rédactologie","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0003025583,0.0007206089,0.001155033,0.0002195178,0.0008521409,0.000545211,0.0003785084,0.0003025351,0.01257807],"category_scores_gemma":[0.0001367169,0.0005692035,0.000493531,0.00004755768,0.001354538,0.0001880876,0.0001308963,0.0004654477,0.0008347058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005609311,"about_ca_system_score_gemma":0.0001282141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001347217,"about_ca_topic_score_gemma":0.0006269743,"domain_scores_codex":[0.9972929,0.00008770559,0.000609909,0.0008598364,0.0002836894,0.0008659392],"domain_scores_gemma":[0.9984032,0.0003853342,0.0003777148,0.0004975791,0.0002021911,0.000134002],"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":[0.00002533181,0.0001246998,0.00005163987,0.0003508824,0.0008877345,0.0000244379,0.005013935,0.000004733936,0.000008607355,0.06077119,0.9258702,0.006866602],"study_design_scores_gemma":[0.000491289,0.0001335587,0.000008844578,0.0002406951,0.0007693566,0.000006172083,0.03758895,0.000006654338,0.00002871617,0.0003864391,0.9594868,0.0008525641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002284194,0.02257474,0.00003571642,0.001550068,0.002518126,0.0005929235,0.001413716,0.00007428333,0.9689562],"genre_scores_gemma":[0.08602789,0.005883584,0.0002369942,0.001863919,0.004147043,0.0004545357,0.001408643,0.0001813265,0.8997961],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0837437,"threshold_uncertainty_score":0.9999433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000209938984211,"score_gpt":0.3902474002847168,"score_spread":0.2902264063862957,"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."}}