{"id":"W4206992317","doi":"10.1515/text-2022-frontmatter1","title":"Frontmatter","year":2022,"lang":"en","type":"article","venue":"Text and Talk","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; Université de Montréal; University of Calgary","funders":"","keywords":"Linguistics; Sociology; Political science; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003782771,0.00179283,0.001090523,0.001513397,0.001742326,0.005201313,0.001514148,0.002396286,0.9592649],"category_scores_gemma":[0.001097751,0.0006227722,0.0009835867,0.0006149287,0.0004682016,0.00214778,0.003949409,0.001888892,0.9487494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000626564,"about_ca_system_score_gemma":0.000815795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001005539,"about_ca_topic_score_gemma":0.002726643,"domain_scores_codex":[0.999675,0.00002925574,0.00000795168,0.0000834434,0.0001245286,0.00007978779],"domain_scores_gemma":[0.9995647,0.00005793792,0.00001435215,0.00006797936,0.0001026177,0.0001925065],"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":[0.0001255938,0.00006035625,0.00007020235,0.0001222427,0.000005227985,0.00008227094,0.00004193969,0.00004638048,0.001740968,0.002258533,0.9125587,0.0828876],"study_design_scores_gemma":[0.00002291207,0.00003066667,0.0002810869,0.00006060714,0.000005134509,0.00006963543,0.00005726437,0.00008264073,0.0007405523,0.001464129,0.9971753,0.000009914321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003894341,0.0002732844,0.00110346,0.000724401,0.00255211,0.00008344788,0.002460079,0.00327718,0.9891366],"genre_scores_gemma":[0.000689963,0.00008341585,0.0001665312,0.0002612012,0.000140812,0.00002215994,0.00074811,0.0005050796,0.9973827],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04073507,"threshold_uncertainty_score":0.05810362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01321361326725808,"score_gpt":0.2280392130202821,"score_spread":0.214825599753024,"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."}}