{"id":"W7099161745","doi":"","title":"LIBRARY ACCESS AND EQUITY FOR FIRST NATIONS, METIS AND INUIT","year":2010,"lang":"en","type":"article","venue":"","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Metis; Indigenous; Public access; Duty; Academic library; Information access","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":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":true,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.002705925,0.0001640374,0.0003158133,0.002902544,0.009034784,0.009847834,0.0007659475,0.001016664,0.01412229],"category_scores_gemma":[0.008101739,0.0001570381,0.0001863616,0.003955229,0.002931674,0.005136698,0.006960921,0.001105723,0.0005135231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008215127,"about_ca_system_score_gemma":0.01025508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2416016,"about_ca_topic_score_gemma":0.3766904,"domain_scores_codex":[0.9970375,0.0007528462,0.0001005398,0.0001252401,0.000726182,0.001257641],"domain_scores_gemma":[0.9957391,0.001003115,0.0004814252,0.0002179611,0.000755268,0.001803089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001324028,0.0001920204,0.09283774,0.000387077,0.00004953418,0.0009139125,0.100232,0.0001617728,0.0006135575,0.4393105,0.05279138,0.3123782],"study_design_scores_gemma":[0.00002492726,0.0001882492,0.2087608,0.001340202,0.00005340467,0.001901705,0.1478709,0.0005621585,0.0008667983,0.06766639,0.5706643,0.000100285],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4041538,0.02137009,0.00150875,0.05588067,0.0003168908,0.0001189748,0.0009649735,0.0000809122,0.5156049],"genre_scores_gemma":[0.9726985,0.002794095,0.0006616499,0.002389478,0.0001007085,0.00005358835,0.0001696922,0.00002218308,0.02111004],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9992341,"threshold_uncertainty_score":0.4803907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01751440347090065,"score_gpt":0.2818806873460264,"score_spread":0.2643662838751258,"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."}}