{"id":"W4225128953","doi":"10.22621/cfn.v135i4.2116","title":"Paedomorphic Blotched Tiger Salamander (<i>Ambystoma mavortium melanostictum</i>) in ovo counts, British Columbia, Canada","year":2022,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Environment; St. Lawrence University","keywords":"Biology; Salamander; Tiger salamander; Zoology; Ecology; Population; Fishery; Larva; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001064898,0.0002346825,0.0001570867,0.001022949,0.001177585,0.000497318,0.0005666032,0.0001233199,0.003510766],"category_scores_gemma":[0.0003039,0.0001644731,0.0000894879,0.001178133,0.0003306927,0.000145971,0.0002874967,0.0002145186,0.0004537729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004309468,"about_ca_system_score_gemma":0.002463376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9581382,"about_ca_topic_score_gemma":0.9933803,"domain_scores_codex":[0.9998603,0.000006150417,0.000008747218,0.00003508654,0.00005200837,0.00003779099],"domain_scores_gemma":[0.9995622,0.00001664719,0.00008966342,0.00001937584,0.0002174645,0.00009467156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001098829,0.00003946649,0.9598261,0.00007409296,0.00003389997,0.0004628346,0.0007837656,0.0001357064,0.007808485,0.00006792256,0.004334912,0.02632288],"study_design_scores_gemma":[0.000002027149,0.000009930948,0.9971231,0.00001149112,0.000007647361,0.00009934542,0.0004619372,0.00007414723,0.0003171407,0.000006338349,0.001883149,0.000003753071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843448,0.0004238225,0.0002157544,0.0000595187,0.00001035132,0.00005788043,0.00894343,0.00003762434,0.005906817],"genre_scores_gemma":[0.9880926,0.0005469015,0.000816258,0.00008660198,0.000003541368,0.00003701211,0.00472279,0.00001507971,0.005679294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04186183,"threshold_uncertainty_score":0.08421665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005892784373492214,"score_gpt":0.1771363508220562,"score_spread":0.1712435664485639,"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."}}