{"id":"W4241077683","doi":"10.1080/14888386.2002.9712617","title":"BOOK REVIEWS","year":2002,"lang":"pt","type":"article","venue":"Biodiversity","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Geography","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":[0.000412481,0.0003484405,0.0004902543,0.0001551904,0.0005279829,0.00007115563,0.0005850004,0.0002125125,0.1019904],"category_scores_gemma":[0.0001187309,0.000379911,0.0003833294,0.0004867344,0.0002378749,0.000440042,0.0004544035,0.0002870656,0.8240948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003819465,"about_ca_system_score_gemma":0.00001213883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008599352,"about_ca_topic_score_gemma":0.000009648072,"domain_scores_codex":[0.9978008,0.00035609,0.0002894573,0.0005871512,0.000381621,0.0005848754],"domain_scores_gemma":[0.9984632,0.00002676693,0.0002793435,0.0007947456,0.00008254438,0.0003533693],"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":[0.0000198658,0.0002642968,0.01646496,0.00007636577,0.00004773476,0.00007023717,0.0009768532,1.888948e-7,0.0001037622,0.0000041041,0.9808254,0.001146203],"study_design_scores_gemma":[0.0006949826,0.00007426239,0.00601965,0.00006213185,0.0002564943,0.000007363178,0.00006651093,0.00007263558,0.000127871,6.688225e-7,0.9921848,0.0004325832],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01014561,0.9252722,0.00001779309,0.004602027,0.002084616,0.001910398,0.004361595,0.0005520648,0.05105365],"genre_scores_gemma":[0.01570009,0.1783266,0.0004363052,0.03511833,0.0008531791,0.00001046236,0.0002107178,0.0001049954,0.7692394],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.7469457,"threshold_uncertainty_score":0.9998653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09772729383593472,"score_gpt":0.2389184043952037,"score_spread":0.141191110559269,"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."}}