{"id":"W7043294586","doi":"","title":"Species richness, species incidence and turnover of amphibians in Northwestern Ontario : assessing the role of habitat characteristics / by Virginia Abbott. --","year":2004,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Habitat; Taiga; Mink; Boreal; Amphibian; Distance sampling; Wildlife management; Leopard","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001264506,0.0003057853,0.0005391982,0.0002008486,0.0001669059,0.00002949307,0.0005685303,0.0003084961,0.000240985],"category_scores_gemma":[0.00001882865,0.0002693526,0.0001099897,0.0004771982,0.0008537622,0.000248474,0.000264899,0.000436435,0.00001941488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006218071,"about_ca_system_score_gemma":0.0002172452,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007715746,"about_ca_topic_score_gemma":0.9751708,"domain_scores_codex":[0.9986355,0.0001196723,0.0003780676,0.0003942729,0.0001963009,0.0002761923],"domain_scores_gemma":[0.9989305,0.0001512516,0.0004328458,0.0003593024,0.00004886013,0.00007727562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004468101,0.0001936518,0.9800197,0.00005677382,0.0000239254,0.00001832513,0.008559283,0.000003965289,0.009406946,0.0003657135,0.00009801969,0.001208995],"study_design_scores_gemma":[0.0003175554,0.0000634608,0.9454147,0.0002735007,0.00006189619,0.000004863464,0.002906756,0.000003707029,0.001055346,0.0000501038,0.04959036,0.0002577187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9291433,0.000387613,0.00001280643,0.00002069351,0.0001988929,0.0002172014,0.00007793435,0.00001299899,0.06992853],"genre_scores_gemma":[0.9764313,0.00002185696,0.00001231436,0.000001434658,0.00002073639,9.594883e-7,0.0002066139,0.00001834783,0.02328641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.967455,"threshold_uncertainty_score":0.9999759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00946978414623311,"score_gpt":0.2126510594046679,"score_spread":0.2031812752584348,"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."}}