{"id":"W1513258353","doi":"","title":"The conservation social sciences: What?, how? and why?: a report for conservation organizations, foundations, practitioners, agencies and researchers","year":2015,"lang":"en","type":"article","venue":"UVic’s Research and Learning Repository (University of Victoria)","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Public relations; Sociology; Political science; Engineering ethics; Engineering","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":[0.06651656,0.002790911,0.001334154,0.006008048,0.007173376,0.01889202,0.003858551,0.01680771,0.008856927],"category_scores_gemma":[0.0744098,0.002204298,0.002808513,0.005978507,0.006440338,0.01700438,0.01229607,0.02023435,0.009007667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01653162,"about_ca_system_score_gemma":0.07718471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05736289,"about_ca_topic_score_gemma":0.04040971,"domain_scores_codex":[0.9576044,0.01257715,0.005234978,0.001751445,0.01902961,0.003802495],"domain_scores_gemma":[0.9178566,0.02590308,0.00768999,0.00403718,0.03107292,0.01344036],"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":[0.00003696577,0.0001976353,0.00298881,0.00099045,0.00002658627,0.0002607248,0.005009379,0.0002825268,0.0007749799,0.01368833,0.939618,0.03612565],"study_design_scores_gemma":[0.00001130561,0.00004945142,0.004424979,0.001724322,0.00001945149,0.000179769,0.004754355,0.0001810855,0.0003506272,0.003697327,0.9845262,0.00008113618],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005609695,0.03390029,0.007414881,0.8596011,0.04343261,0.002348092,0.00471173,0.0009300252,0.0420516],"genre_scores_gemma":[0.09390824,0.1858204,0.09440076,0.2740561,0.03184247,0.01635804,0.03069847,0.003638001,0.2692775],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06651656,"threshold_uncertainty_score":0.3517774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08280277679857659,"score_gpt":0.2961988676020424,"score_spread":0.2133960908034659,"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."}}