{"id":"W2129251738","doi":"10.1126/science.290.5495.1360","title":"Coherence and Conservation","year":2000,"lang":"en","type":"article","venue":"Science","topic":"Animal Ecology and Behavior Studies","field":"Environmental Science","cited_by":336,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Threatened species; Biological dispersal; Coherence (philosophical gambling strategy); Habitat fragmentation; Extinction (optical mineralogy); Habitat destruction; Fragmentation (computing); Habitat; Population; Environmental resource management; Geography; Ecology; Environmental science; Biology; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001556226,0.00003103378,0.00003049682,0.00000640205,0.0002908087,0.00001252505,0.00009763604,0.00001153212,0.005251287],"category_scores_gemma":[0.00001470546,0.00002539877,0.00000384374,0.0001803262,0.001558513,0.0002071158,0.00005587231,0.0000279081,0.0007687765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001908144,"about_ca_system_score_gemma":0.000006544436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006570116,"about_ca_topic_score_gemma":0.00009286324,"domain_scores_codex":[0.9995857,0.000005098382,0.00003987029,0.0001520495,0.0001013207,0.0001159706],"domain_scores_gemma":[0.9998908,0.00001049886,0.000009120477,0.00005314455,0.000002910529,0.00003354672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003984449,0.00001399842,0.9317415,4.06846e-7,2.535082e-7,0.000001735163,0.0001956412,0.000006572824,0.01946639,0.0001082118,0.0005520031,0.04790924],"study_design_scores_gemma":[0.00003499385,0.00002678861,0.9929218,8.837308e-7,0.00000134985,0.000004420708,0.00002710549,0.0000860025,0.0007977602,0.0003183202,0.0057421,0.00003846899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9709137,0.00001591232,0.000004023639,0.0004446641,0.00002003613,0.00003685297,3.299255e-7,0.00001371575,0.02855078],"genre_scores_gemma":[0.9972242,0.00001072427,0.0003869323,0.0004022143,0.00000276399,0.000003534166,6.463483e-8,7.3251e-7,0.001968827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06118025,"threshold_uncertainty_score":0.995658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01301883260791391,"score_gpt":0.2469945254886644,"score_spread":0.2339756928807504,"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."}}