{"id":"W2286009435","doi":"10.7282/t3s46s5n","title":"Ways of knowing","year":2009,"lang":"en","type":"article","venue":"Rutgers University Community Repository (Rutgers University)","topic":"Indigenous Studies and Ecology","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; International Labour Organization; Simon Fraser University","keywords":"Ontology; Computer science; Epistemology; Data science; Fishery; Ecology; Biology; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009288602,0.0006908476,0.0006650133,0.003495417,0.0108425,0.01573499,0.001680726,0.003946597,0.0136215],"category_scores_gemma":[0.01312078,0.000460001,0.0008698282,0.00295577,0.04868843,0.02677284,0.01315879,0.005054185,0.002533739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00484926,"about_ca_system_score_gemma":0.005809548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003126223,"about_ca_topic_score_gemma":0.003258845,"domain_scores_codex":[0.9841118,0.01013755,0.0006092417,0.0016878,0.002163729,0.001289898],"domain_scores_gemma":[0.9910687,0.004230733,0.0007760957,0.002056946,0.0009780087,0.0008895347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007034834,0.00001036161,0.0004429158,0.00007501554,0.000006282448,0.00009213994,0.05900075,0.00005458304,0.00007136263,0.9208558,0.005014426,0.0143694],"study_design_scores_gemma":[0.000007426456,0.00002072949,0.0003390689,0.0004200985,0.000007527208,0.0004162171,0.04918452,0.0001049824,0.00009678755,0.4771665,0.4722158,0.00002049525],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02591488,0.01013486,0.03690812,0.04384013,0.001251361,0.0001413308,0.0001585732,0.0001722411,0.8814785],"genre_scores_gemma":[0.8991256,0.007256958,0.01882366,0.006457597,0.0004789416,0.0003074029,0.0002162702,0.0001661869,0.06716734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01573499,"threshold_uncertainty_score":0.04912335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04973974364773168,"score_gpt":0.2731236490314711,"score_spread":0.2233839053837394,"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."}}