{"id":"W4253556782","doi":"10.1080/14888386.2010.9712669","title":"BOOK REVIEWS","year":2010,"lang":"pt","type":"article","venue":"Biodiversity","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada; Carleton University","funders":"","keywords":"Geography; Environmental ethics; Philosophy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008275785,0.0003346672,0.0004476122,0.0001449097,0.0005370885,0.00008412045,0.0007337094,0.0003321051,0.03313441],"category_scores_gemma":[0.0002388185,0.0003530282,0.0003520479,0.0003557504,0.0003645932,0.0004215048,0.0005933893,0.0007811872,0.6003562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001159894,"about_ca_system_score_gemma":0.00008782787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002011706,"about_ca_topic_score_gemma":0.0001449509,"domain_scores_codex":[0.9980692,0.0001994864,0.0002639835,0.0005808939,0.0003438739,0.0005425471],"domain_scores_gemma":[0.9981404,0.00003174495,0.0002911603,0.001000566,0.0001230665,0.000413038],"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":[0.00004671417,0.0001612653,0.04545755,0.00005772453,0.00003308617,0.00003472623,0.0004233273,2.678966e-8,0.007544325,0.00002031691,0.9455644,0.0006564836],"study_design_scores_gemma":[0.0005657645,0.00004407059,0.03421586,0.00002429983,0.0002135315,0.000008447562,0.00004479807,0.000006223051,0.001180808,0.000002384624,0.9632936,0.0004002765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6261446,0.2376559,0.00004952843,0.01116545,0.02800606,0.006948248,0.01797219,0.001816318,0.07024172],"genre_scores_gemma":[0.1349193,0.04799651,0.004885617,0.08365478,0.00582224,0.00004080872,0.001699865,0.0003909194,0.72059],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6503482,"threshold_uncertainty_score":0.9998922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04119913524153943,"score_gpt":0.2508595392609956,"score_spread":0.2096604040194562,"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."}}