{"id":"W4234902845","doi":"10.32920/ryerson.14665704","title":"Habitat suitability index models for the wood frog (Rana sylvatica) and boreal chorus frog (Pseudacris triseriata maculata) in the foothills parkland natural sub-region and Bow River sub-basin, Alberta","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Concordia University; Concordia University of Edmonton","keywords":"Habitat; Foothills; Boreal; Ecology; Snag; Geography; Vegetation (pathology); Population; Environmental science; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0006807107,0.0005095359,0.0003414761,0.0006513989,0.0004474027,0.000709646,0.001053166,0.0003944972,0.00222205],"category_scores_gemma":[0.000997245,0.0003211835,0.0006823393,0.0005271464,0.0003711451,0.0002881154,0.0004358042,0.0004280166,0.0003297498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003193911,"about_ca_system_score_gemma":0.002127314,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3356518,"about_ca_topic_score_gemma":0.4013053,"domain_scores_codex":[0.9998428,0.00004907775,0.000006473238,0.00003376299,0.00002327626,0.00004473509],"domain_scores_gemma":[0.9996459,0.0001780094,0.00005023491,0.00001136785,0.00007153336,0.00004286273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00008191403,0.00005489229,0.05339142,0.00001633185,0.00005512311,0.0000778861,0.0001043762,0.9363374,0.0005063782,0.001821373,0.001113281,0.006439686],"study_design_scores_gemma":[0.00001401974,0.00002589274,0.0185213,0.000005830131,0.00002549036,0.00003022096,0.0001060331,0.9800628,0.00009780766,0.0006504767,0.0004502264,0.00000986845],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767365,0.0001332946,0.01684158,0.0001645595,0.00001604834,0.00006176941,0.00125405,0.0001680634,0.004624062],"genre_scores_gemma":[0.9897982,0.00007914941,0.004060587,0.00001804183,0.000006908806,0.00007597698,0.001123836,0.0000228727,0.004814473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6643482,"threshold_uncertainty_score":0.6673962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02647828487420791,"score_gpt":0.2445875107096062,"score_spread":0.2181092258353983,"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."}}