{"id":"W2143168208","doi":"","title":"Predicting future threats to biodiversity from habitat selection by humans","year":2002,"lang":"en","type":"article","venue":"Evolutionary ecology research","topic":"Economic and Environmental Valuation","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Biodiversity; Threatened species; Habitat; Ecology; Habitat destruction; Population; Per capita; Biology; Environmental resource management; Geography; Demography","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":["insufficient_payload"],"category_scores_codex":[0.0006303738,0.0001048739,0.0001920353,0.0002504767,0.0006549132,0.0000260872,0.0002139225,0.0001908676,0.008784255],"category_scores_gemma":[0.00006483752,0.0001381391,0.00005731573,0.0002371461,0.0001207813,0.0002777045,0.0001489424,0.0003247716,0.01522603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008281254,"about_ca_system_score_gemma":0.000008938694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003273031,"about_ca_topic_score_gemma":0.0004445019,"domain_scores_codex":[0.9985937,0.00008051286,0.0002980593,0.00053961,0.00006737473,0.0004207064],"domain_scores_gemma":[0.9994626,0.000119234,0.00007834494,0.0001877022,0.00002855949,0.0001235676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009339848,0.0001065836,0.8247844,0.000001957507,0.0000274706,9.8611e-7,0.0002403996,0.00009831839,0.0000477152,0.0009734128,0.1735704,0.0001390044],"study_design_scores_gemma":[0.0003329742,0.0001944624,0.9722142,0.000001971082,0.000002685777,0.00000203774,0.0002245892,0.003586384,0.00001719333,0.006379686,0.01691088,0.0001329477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846084,0.002098409,0.0001180607,0.005255524,0.0004136626,0.0003072781,0.0004423659,0.00004134217,0.00671503],"genre_scores_gemma":[0.9942374,0.0004476758,0.0004583819,0.000261402,0.0003313158,0.0000566149,0.000164282,0.00001054711,0.004032361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1566596,"threshold_uncertainty_score":0.9921219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1421724754038942,"score_gpt":0.2686243000759896,"score_spread":0.1264518246720954,"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."}}