{"id":"W2157712031","doi":"10.1139/z05-119","title":"Do a male garter snake's energy stores limit his reproductive effort?","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Zoology","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Australian Research Council; Oregon State University; National Institutes of Health; National Science Foundation","keywords":"Thamnophis sirtalis; Courtship; Biology; Reproduction; Courtship display; Hibernation (computing); Zoology; Stored energy; Reproductive success; Ecology; Demography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002248904,0.0001196951,0.0002217133,0.0001239919,0.0001007208,0.00001255453,0.0002839512,0.0001483716,0.0129226],"category_scores_gemma":[0.0000586447,0.00009662881,0.0000985558,0.0000963908,0.0005445378,0.0001259441,0.00002912048,0.0001833371,0.0003082699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003683367,"about_ca_system_score_gemma":0.0001810608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003655844,"about_ca_topic_score_gemma":0.1207847,"domain_scores_codex":[0.9988986,0.0000749874,0.0002909902,0.0002411017,0.00008823079,0.0004060648],"domain_scores_gemma":[0.9990346,0.00002517222,0.0001849075,0.0002358614,0.00002448356,0.0004949027],"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":[0.00008889123,0.00005684164,0.7215467,0.000002941508,0.0001052486,0.001035505,0.00178459,0.0007958081,0.002818697,0.001138301,0.172627,0.09799953],"study_design_scores_gemma":[0.0003502372,0.0003990352,0.2285282,0.00000810116,0.00002405291,0.003428933,0.0001548797,0.00002105181,0.0005706956,0.0004513657,0.7658743,0.0001891203],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9690667,0.0007989305,0.00008961069,0.005069027,0.0007216654,0.00004627668,0.000005696659,0.000004781176,0.02419735],"genre_scores_gemma":[0.9906121,0.00004059942,0.0006179952,0.001416227,0.0006762088,0.00000168315,0.000001529836,0.00001172579,0.00662193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5932473,"threshold_uncertainty_score":0.9879797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008538721137064605,"score_gpt":0.1954940055498176,"score_spread":0.186955284412753,"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."}}