{"id":"W2162994652","doi":"10.1093/conphys/cot033","title":"Conservation physiology today and tomorrow","year":2014,"lang":"en","type":"article","venue":"Conservation Physiology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Biology; Environmental ethics; Library science; Computer science; Philosophy","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":[0.0001552185,0.0001281075,0.0001737121,0.00002169923,0.0001507856,0.00001440579,0.0001153548,0.0001060616,0.01402842],"category_scores_gemma":[0.0001377404,0.0001205,0.00003181661,0.0001507704,0.0003804633,0.0001466302,0.0001247044,0.00008099549,0.0009703127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008224511,"about_ca_system_score_gemma":0.000006848139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003144377,"about_ca_topic_score_gemma":0.0002450844,"domain_scores_codex":[0.9990363,0.0001321759,0.0001908537,0.0003262799,0.00008764888,0.0002268172],"domain_scores_gemma":[0.9994369,0.0001411758,0.0001096823,0.0002180665,0.00002586759,0.00006833176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005199984,0.00005914399,0.03786187,0.00001253178,0.000008595847,2.766319e-7,0.0001206459,0.00001270989,0.8584522,0.02130169,0.08077733,0.001340984],"study_design_scores_gemma":[0.0003574483,0.00006568191,0.8297079,0.000002070648,0.000006028786,0.000003606784,0.00009784122,0.001417516,0.002378952,0.003347533,0.1624854,0.0001300993],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852763,0.00001857358,0.0001587327,0.005874318,0.0001865014,0.0001252884,0.00001236135,0.00007247863,0.00827548],"genre_scores_gemma":[0.9870032,0.00003683137,0.00008609976,0.01209434,0.00004968556,0.00003391829,0.0001939401,0.000008742359,0.0004932274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8560733,"threshold_uncertainty_score":0.9998075,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01994672852165735,"score_gpt":0.2314393189695886,"score_spread":0.2114925904479312,"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."}}