{"id":"W2131565017","doi":"10.1017/s0952836902000018","title":"Comparative demography of black rat snakes (<i>Elaphe obsoleta</i>) in Ontario and Maryland","year":2002,"lang":"en","type":"article","venue":"Journal of Zoology","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Biology; Sexual dimorphism; Demography; Population; Zoology; Population growth; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000157737,0.00008298972,0.0003238571,0.00007844252,0.00001931923,0.000003155447,0.0001137556,0.00009063665,0.002664843],"category_scores_gemma":[0.00001043869,0.00005859705,0.00005684446,0.00009995024,0.0006687208,0.00007511451,0.00004903639,0.0002188534,0.00002558667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004495915,"about_ca_system_score_gemma":0.000009228713,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007242656,"about_ca_topic_score_gemma":0.0399196,"domain_scores_codex":[0.9992288,0.00009825356,0.0003385717,0.0001038687,0.00008341487,0.0001471042],"domain_scores_gemma":[0.999534,0.00007782409,0.0002452342,0.00006917714,0.00001056945,0.00006318304],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006676192,0.00009270645,0.9877428,0.000002052612,0.00002224066,0.00004201354,0.001575897,0.0001057306,0.006330532,0.00001908216,0.003339128,0.0006610713],"study_design_scores_gemma":[0.0007967468,0.0005477931,0.9880236,0.00000974147,0.00001652111,0.0002576601,0.0002211047,0.00008461197,0.0003296793,0.0003977896,0.009236729,0.00007795532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991333,0.0004553848,0.00001956718,0.000374526,0.0001320727,0.00004993098,5.95981e-7,0.000001282324,0.007633625],"genre_scores_gemma":[0.9983893,0.0003151307,0.00054239,0.0002042783,0.00001908457,3.44967e-7,3.037457e-7,0.000002624495,0.0005265628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03919533,"threshold_uncertainty_score":0.9982468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01902357757413935,"score_gpt":0.2148673963164528,"score_spread":0.1958438187423135,"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."}}