{"id":"W4403667311","doi":"10.22621/cfn.v137i4.2673","title":"Evolutionary isolation of Canadian terrestrial vertebrate species","year":2024,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Botany and Plant Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University","keywords":"Vertebrate; Isolation (microbiology); Biology; Evolutionary biology; Zoology; Ecology; Genetics; Bioinformatics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004004379,0.0002602447,0.0002083637,0.003698918,0.002454615,0.0009337461,0.0004842007,0.0001409606,0.002808198],"category_scores_gemma":[0.001598586,0.00009853874,0.0001996071,0.00389552,0.0006969583,0.000369594,0.0009642238,0.0003293495,0.0001498431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009469513,"about_ca_system_score_gemma":0.009043872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9286693,"about_ca_topic_score_gemma":0.9847569,"domain_scores_codex":[0.9993998,0.00002354168,0.00002476199,0.0001307493,0.0002448764,0.0001762768],"domain_scores_gemma":[0.9988268,0.00005474977,0.0002046916,0.00005664545,0.0006544892,0.0002025833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001021643,0.0000108975,0.923185,0.000139251,0.0001320876,0.0001494723,0.002564846,0.0007408416,0.004361216,0.002052878,0.00292744,0.06363402],"study_design_scores_gemma":[9.482951e-7,0.000007177209,0.9949126,0.00001547084,0.00001934071,0.00006151273,0.0006644186,0.0001659435,0.0001805249,0.000096435,0.003868317,0.000007261417],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750734,0.0013117,0.0005485569,0.0002377204,0.00001038804,0.00001397379,0.002479876,0.00002622167,0.02029814],"genre_scores_gemma":[0.9960671,0.0004092467,0.0007596418,0.00004722583,0.0000028291,0.000004504535,0.001592662,0.000008520311,0.001108316],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07133067,"threshold_uncertainty_score":0.1435015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02623233092578094,"score_gpt":0.2044400351269917,"score_spread":0.1782077042012107,"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."}}