{"id":"W2322991452","doi":"","title":"Library Guides @ VIU: Ethnicity in Canada (Anth 335): Web Resources","year":2012,"lang":"en","type":"libguides","venue":"","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ethnic group; Political science; World Wide Web; Geography; Computer science","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":[],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":true,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006729307,0.0006522326,0.000579718,0.004965997,0.009298685,0.006987088,0.001231551,0.001476193,0.3195224],"category_scores_gemma":[0.003262805,0.0005214727,0.0003510564,0.01216795,0.00104987,0.001652319,0.00171382,0.001228623,0.06369855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02666421,"about_ca_system_score_gemma":0.1060578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.983717,"about_ca_topic_score_gemma":0.9960607,"domain_scores_codex":[0.999433,0.00003116319,0.00002066951,0.00003217328,0.0003043188,0.0001787246],"domain_scores_gemma":[0.9960737,0.0002270366,0.00008997985,0.00005544333,0.002327595,0.00122628],"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":[0.000009821619,0.00001476552,0.0007590948,0.00008519238,0.000001748889,0.00003046314,0.0004081962,0.00004315767,0.00002920715,0.001309243,0.9613671,0.03594188],"study_design_scores_gemma":[0.000007006778,0.000004880723,0.009535005,0.0002202799,0.000005357487,0.00002998334,0.001691904,0.00006461177,0.0001071753,0.0003812849,0.9879311,0.00002139097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004896213,0.006927954,0.0004497445,0.00992158,0.001191722,0.0002370342,0.07183691,0.001688294,0.9028505],"genre_scores_gemma":[0.008154507,0.002809189,0.0006762816,0.0008765503,0.0001095408,0.00005532342,0.006981664,0.0003858163,0.9799511],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3195224,"threshold_uncertainty_score":0.9706188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03524308447308006,"score_gpt":0.2811534558282041,"score_spread":0.245910371355124,"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."}}