{"id":"W2040370536","doi":"10.1080/14888386.2013.794498","title":"Biodiversity without borders","year":2013,"lang":"pt","type":"article","venue":"Biodiversity","topic":"Wildlife Ecology and Conservation","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Geography; Environmental resource management; Ecology; Biology; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.0001872842,0.0002392362,0.0002119778,0.0000624348,0.0009447812,0.00007042752,0.0004996289,0.0003061946,0.03374122],"category_scores_gemma":[0.00003892955,0.0002635552,0.0001242234,0.0002754503,0.0006259337,0.000767932,0.0006263716,0.0002401925,0.1337413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002768215,"about_ca_system_score_gemma":0.00003806062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01059994,"about_ca_topic_score_gemma":0.0004641468,"domain_scores_codex":[0.9984017,0.0001361566,0.000160855,0.0005352853,0.0002897509,0.0004762238],"domain_scores_gemma":[0.9991853,0.00004219273,0.0001467948,0.0003440911,0.00003626241,0.0002453493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000186161,0.00008704119,0.6555701,0.00000584127,0.00002972889,0.000005213899,0.0003544194,0.000005583651,0.00005455038,0.000003413583,0.3432499,0.0006155838],"study_design_scores_gemma":[0.0005970439,0.00009118384,0.975129,0.000004914838,0.00008152174,0.00000241632,0.0009685587,0.000131089,0.00008449329,0.00003857507,0.02255146,0.0003197081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851667,0.00003875277,0.00005177539,0.01039696,0.0006735981,0.0004594371,0.0001484996,0.0000823945,0.00298189],"genre_scores_gemma":[0.9908033,0.00006258669,0.0001704897,0.004964163,0.00003047823,0.000003673931,0.00004708747,0.000002819508,0.003915428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3206984,"threshold_uncertainty_score":0.9999816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01585144517870956,"score_gpt":0.2034154101365488,"score_spread":0.1875639649578392,"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."}}