{"id":"W2019804921","doi":"10.1139/z02-049","title":"Do amphibians follow Bergmann's rule?","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":298,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bergmann's rule; Ectotherm; Latitude; Biology; Ecology; Elevation (ballistics); Amphibian; Zoology; Mathematics; Geography; Geodesy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001779752,0.0001122662,0.0002162031,0.00009162238,0.0001228622,0.00001587335,0.0003457069,0.0001645599,0.0281642],"category_scores_gemma":[0.00007641509,0.00009375205,0.0001199769,0.0001375698,0.0004766666,0.00009361591,0.00002286128,0.0002163216,0.001529138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002079016,"about_ca_system_score_gemma":0.00006256818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002162196,"about_ca_topic_score_gemma":0.06470026,"domain_scores_codex":[0.9989549,0.00008060252,0.0002840745,0.0001543195,0.0000913886,0.0004347005],"domain_scores_gemma":[0.9989651,0.00003321703,0.0001556457,0.0001729348,0.00001572006,0.0006573246],"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":[0.00001122524,0.00003175189,0.8610969,0.000002548813,0.00004900036,0.001429973,0.0009323478,0.0001607586,0.001103358,0.0003623927,0.09925913,0.03556065],"study_design_scores_gemma":[0.001138908,0.0006745282,0.4862737,0.000021962,0.00005363482,0.004591726,0.0003224532,0.0000902699,0.0001618806,0.002258017,0.5039822,0.0004307444],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404624,0.0006476088,0.00006023281,0.002600149,0.0009724943,0.00005237477,0.000006253684,0.000005663329,0.05519279],"genre_scores_gemma":[0.9939235,0.00005190064,0.0003963959,0.001096583,0.0001892465,7.36001e-7,7.511337e-7,0.00001166912,0.004329219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.404723,"threshold_uncertainty_score":0.9992483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404410351389182,"score_gpt":0.1966072658128415,"score_spread":0.1825631622989497,"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."}}