{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006499697,0.00003573259,0.00004270435,0.0000260988,0.0001121869,0.00001122102,0.00004401511,0.000005279068,0.03380099],"category_scores_gemma":[0.000002091072,0.0000343315,0.00001223189,0.00005104631,0.00001788082,0.00003417246,0.000101017,0.00005947368,0.006979013],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001485343,"about_ca_system_score_gemma":0.000004137478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003893378,"about_ca_topic_score_gemma":0.000008125699,"domain_scores_codex":[0.9996911,0.00001802855,0.00003705425,0.00008030641,0.00008673855,0.00008681465],"domain_scores_gemma":[0.999872,0.000007116133,0.00001256443,0.000080818,0.000003056297,0.00002439667],"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":[0.00002288505,0.00004142056,0.008302796,0.000003416564,0.00001322847,0.00003313222,0.0005281581,0.000004927194,0.007236586,0.0005657473,0.9774117,0.005835931],"study_design_scores_gemma":[0.0002779032,0.00002935561,0.02098236,5.963344e-7,0.000006045721,0.00003551167,0.0001789708,0.00009714595,0.0001505601,0.0006173954,0.9775522,0.00007200836],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8851698,0.0002488857,0.000003549789,0.0002420022,0.00006839572,0.00004226483,0.00003346787,0.00006743451,0.1141242],"genre_scores_gemma":[0.9592683,1.589254e-7,0.00003622373,0.0004246836,0.00002923788,0.00001441884,0.000009143438,0.00001644644,0.04020137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07409849,"threshold_uncertainty_score":0.9937941,"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."}}