{"id":"W7110571567","doi":"","title":"Conservation State of the Butterflies of the Caribbean Netherlands","year":2025,"lang":"en","type":"book-chapter","venue":"Socio-Environmental Systems Modeling","topic":"Lepidoptera: Biology and Taxonomy","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"State (computer science); Wildlife conservation; Population; Endangered species","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":[0.0001849737,0.0002250491,0.0002843942,0.00001781967,0.000124249,0.000006591129,0.0003273959,0.0003479522,0.000006241018],"category_scores_gemma":[0.000007381393,0.0001453752,0.0002709992,0.00001026006,0.0003010193,0.000002925102,0.0002836278,0.0002096737,0.000001659514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005264481,"about_ca_system_score_gemma":0.0000649812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001330426,"about_ca_topic_score_gemma":0.000005526112,"domain_scores_codex":[0.9989224,0.00008278457,0.0004455668,0.0002686378,0.0001445822,0.0001360336],"domain_scores_gemma":[0.9990222,0.00001920215,0.0004162585,0.0005070455,0.00001663537,0.00001865446],"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":[0.0006790363,0.0003381661,0.7350585,0.002632978,0.006832616,0.000004449631,0.003558672,0.07772507,0.12596,0.008992171,0.003656812,0.03456147],"study_design_scores_gemma":[0.007999166,0.001521285,0.003790944,0.008957829,0.003329388,0.0001066716,0.01788508,0.02728673,0.03025694,0.01515599,0.8774584,0.006251603],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8101692,0.009921023,0.005230282,0.0008023127,0.002181597,0.00230839,0.001765538,0.00001734524,0.1676043],"genre_scores_gemma":[0.962235,0.0001966285,0.00001546718,0.0001301227,0.000104499,0.0000170756,0.0001203977,0.00001959373,0.03716122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8738015,"threshold_uncertainty_score":0.5928229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01134625160191084,"score_gpt":0.1917632163334736,"score_spread":0.1804169647315627,"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."}}