{"id":"W3210901007","doi":"","title":"Sociology of Natural Resources","year":2010,"lang":"en","type":"article","venue":"TRAILS: Teaching Resources and Innovations Library for Sociology","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Presentation (obstetrics); Resource (disambiguation); Natural resource; Sociology; Field (mathematics); Process (computing); Social science; Class (philosophy); Key (lock); Power (physics); Engineering ethics; Public relations; Epistemology; Political science; Engineering; Computer science; Law","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004637907,0.0001627417,0.0002388893,0.0001330552,0.0007244387,0.00002796227,0.0003468043,0.0002052287,0.0004865308],"category_scores_gemma":[0.0001105586,0.0001405672,0.00009085532,0.000139981,0.002088943,0.0002779249,0.0003145867,0.00049121,0.000009306908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001150999,"about_ca_system_score_gemma":0.000009364278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008466024,"about_ca_topic_score_gemma":0.00001852496,"domain_scores_codex":[0.9988215,0.0001061752,0.0003448588,0.0003409403,0.0001054453,0.0002810591],"domain_scores_gemma":[0.9991895,0.0003253684,0.0002102045,0.0002130361,0.00001261951,0.00004928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001035338,0.0001670069,0.8601214,0.00006981226,0.0001192067,0.000001258625,0.05456232,0.00003195211,0.0156072,0.0315934,0.01733119,0.02029175],"study_design_scores_gemma":[0.0004766121,0.0001407497,0.4675227,0.00000527741,0.00002626956,0.000003740312,0.003831697,0.000379682,0.00008168508,0.007360487,0.5199885,0.0001826387],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870297,0.0001120083,0.0001228246,0.006131261,0.0002045166,0.0002723752,0.00004806273,0.0001021738,0.005977118],"genre_scores_gemma":[0.9909682,0.00001271491,0.005035395,0.001355739,0.0001533107,0.00001940529,0.0001036021,0.00001656952,0.002335068],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5026573,"threshold_uncertainty_score":0.7696796,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122214342304436,"score_gpt":0.228612181412366,"score_spread":0.2163907471819224,"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."}}