{"id":"W7096213920","doi":"","title":"Resources Information Standards Committee Library and Archives of Canada Cataloguing in Publication Data","year":2008,"lang":"en","type":"article","venue":"","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Christian ministry; Information system; National library; Invertebrate","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00893763,0.002374187,0.00494281,0.0530054,0.008029195,0.01403564,0.008027825,0.003688153,0.2661163],"category_scores_gemma":[0.06908155,0.001970864,0.00127184,0.1247051,0.002570997,0.006311406,0.002768549,0.005252325,0.2424891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03690796,"about_ca_system_score_gemma":0.167177,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8479897,"about_ca_topic_score_gemma":0.7813207,"domain_scores_codex":[0.9837176,0.0008825317,0.003438477,0.001067596,0.009718187,0.001175731],"domain_scores_gemma":[0.74603,0.0104296,0.005872542,0.00958103,0.2241417,0.003945168],"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":[0.00002962029,0.00002463908,0.0002811348,0.001056678,0.000007431184,0.0000285995,0.00008651047,0.0001001454,0.000106209,0.001996575,0.9711139,0.02516864],"study_design_scores_gemma":[0.00002703279,0.000008837421,0.003224904,0.002093327,0.0000315351,0.00002303734,0.0001768822,0.0001232983,0.0001676935,0.001000891,0.9930626,0.00006011641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002491155,0.001193979,0.0022575,0.002287211,0.001560539,0.001680589,0.8650648,0.00298578,0.1227205],"genre_scores_gemma":[0.002173896,0.007561337,0.01275702,0.001530398,0.0003122508,0.003114422,0.8384297,0.001769707,0.1323512],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8479897,"threshold_uncertainty_score":0.8902477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939496816424892,"score_gpt":0.1758994541145543,"score_spread":0.1565044859503054,"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."}}