{"id":"W2012842957","doi":"10.1111/j.1600-0587.2012.07785.x","title":"Exploring the role of physiology and biotic interactions in determining elevational ranges of tropical animals","year":2012,"lang":"en","type":"article","venue":"Ecography","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":257,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Abiotic component; Ecological niche; Ecology; Biotic component; Niche; Habitat; Biodiversity; Biology; Environmental niche modelling; Competition (biology); Organism","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00004980808,0.00003360079,0.00006032463,0.00003446674,0.00002382612,0.000001914159,0.00004281766,0.00000794813,0.002518756],"category_scores_gemma":[0.00001332591,0.00002514419,0.00002759397,0.0001504962,0.0001263314,0.000103107,0.00003861905,0.00003494006,0.000009204896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001253585,"about_ca_system_score_gemma":6.439539e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002535494,"about_ca_topic_score_gemma":0.00004555386,"domain_scores_codex":[0.9996911,0.00002183844,0.00009466017,0.00005327749,0.00004951789,0.00008956882],"domain_scores_gemma":[0.9998251,0.00006458778,0.00003995673,0.00004940486,0.000002773512,0.00001816404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006161634,0.00003577321,0.8622674,0.000002809211,0.000003289686,2.336168e-8,0.0003755451,0.000001018949,0.1356385,0.0006213359,0.00001105404,0.001037141],"study_design_scores_gemma":[0.00006961736,0.00001215234,0.9814412,0.000003663598,0.000003026291,0.000001044002,0.001357036,0.00002092957,0.01604529,0.00009501224,0.0009263612,0.00002465036],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998232,0.00008416886,0.000002019329,0.00004637129,0.00003650099,0.00003260743,0.00000637219,0.00000279396,0.001557188],"genre_scores_gemma":[0.9998729,0.00005198453,0.00003050966,0.00001688556,0.00001212596,0.00001062225,0.000002108273,0.000001627666,0.000001290331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1195932,"threshold_uncertainty_score":0.9983931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06813387016185399,"score_gpt":0.263148847875014,"score_spread":0.19501497771316,"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."}}