{"id":"W4200280426","doi":"10.3138/9781487537883-fm","title":"Frontmatter","year":2021,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"European Linguistics and Anthropology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Geology","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":[0.0001982933,0.0006453352,0.0006300008,0.001258068,0.001379036,0.003815445,0.0007977453,0.001173353,0.9025919],"category_scores_gemma":[0.0009527318,0.0003227573,0.0003431523,0.001499917,0.0003316171,0.002827753,0.002282313,0.001413259,0.835928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007150437,"about_ca_system_score_gemma":0.0004674953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001247086,"about_ca_topic_score_gemma":0.004173509,"domain_scores_codex":[0.99975,0.0000203054,0.00001085369,0.00006061557,0.0001240369,0.00003422955],"domain_scores_gemma":[0.9996629,0.0000558773,0.0000189523,0.00005172401,0.0001226018,0.00008791471],"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":[0.00002522314,0.00002015839,0.00008416039,0.00009577646,0.000001601285,0.00006012263,0.00009069809,0.00002485718,0.000282233,0.007361074,0.8759147,0.1160393],"study_design_scores_gemma":[0.000001632483,0.000004447084,0.0001041133,0.00002530633,3.922538e-7,0.00003487634,0.00002457517,0.00001170763,0.00005199543,0.000420837,0.9993188,0.000001396621],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002225057,0.0008312495,0.0002685997,0.0005070684,0.001104519,0.00002198516,0.001138911,0.0006196477,0.9952856],"genre_scores_gemma":[0.0005823625,0.0002223101,0.00007924307,0.0001595009,0.00008632241,0.000006933969,0.0003421595,0.0001881146,0.9983332],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09740812,"threshold_uncertainty_score":0.1389409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03083664991278543,"score_gpt":0.2531310143932365,"score_spread":0.2222943644804511,"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."}}