{"id":"W2972472845","doi":"10.1007/s00128-019-02698-8","title":"Correlates of Waterbody Characteristics and the Occurrence or Diversity of Larval Amphibians in Central Ontario, Canada","year":2019,"lang":"en","type":"article","venue":"Bulletin of Environmental Contamination and Toxicology","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Environment and Climate Change Canada; Acadia University","funders":"Acadia University","keywords":"Amphibian; Abiotic component; Watershed; Ecology; Water quality; Habitat; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.000247947,0.0001698823,0.0002345201,0.001095173,0.001689357,0.0009835674,0.0006318731,0.0002920027,0.001847422],"category_scores_gemma":[0.001318289,0.0002294748,0.0002610661,0.002385412,0.001058787,0.0002743529,0.0004587924,0.0003646215,0.0001664395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01157799,"about_ca_system_score_gemma":0.01197731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9925998,"about_ca_topic_score_gemma":0.9977219,"domain_scores_codex":[0.9996074,0.0000297368,0.00002815198,0.0000731723,0.0001093662,0.0001522198],"domain_scores_gemma":[0.9979158,0.0001710253,0.0004933122,0.00005235153,0.0009222203,0.0004452956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005736215,0.0000130437,0.997219,0.00001070898,0.0000268054,0.00005070976,0.000611839,0.0000659956,0.0003616742,0.00004120839,0.0002797132,0.001262008],"study_design_scores_gemma":[0.000001388634,0.000004830479,0.9991149,0.000004286143,0.000004742464,0.00001226412,0.0006069061,0.00004723172,0.00002061208,0.000005591902,0.0001752871,0.000001797165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972879,0.0002119016,0.00005177503,0.00007094728,0.000003575565,0.00001267358,0.0009158528,0.000004606976,0.001440808],"genre_scores_gemma":[0.9987265,0.0001270399,0.00005097562,0.00002059538,0.000001922497,0.00000530896,0.0003758982,0.000002078115,0.0006896965],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01157799,"threshold_uncertainty_score":0.08400452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004736867030496548,"score_gpt":0.1683234352080853,"score_spread":0.1635865681775888,"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."}}