{"id":"W1916539994","doi":"","title":"Trends in the Evolution and Ecology of Functional Morphology in Neotropical Cichlids","year":2015,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; University of Toronto; Government of Ontario; Winona State University; University of Washington","keywords":"Morphology (biology); Ecology; Ecomorphology; Biology; Evolutionary ecology; Evolutionary biology; Geography; Zoology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0003434008,0.0001782368,0.0001724442,0.001446566,0.0003159419,0.0004849783,0.0002867004,0.0003028016,0.0007523833],"category_scores_gemma":[0.0009920255,0.000114093,0.0001379061,0.0009776247,0.0006160943,0.0002296604,0.0004263564,0.0002941469,0.0001267289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000531284,"about_ca_system_score_gemma":0.0003225752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01344919,"about_ca_topic_score_gemma":0.03006797,"domain_scores_codex":[0.9998893,0.00001390198,0.00001026736,0.00004578603,0.00002249754,0.00001822264],"domain_scores_gemma":[0.9992591,0.00009921466,0.0003046119,0.00005181645,0.0001707872,0.0001144332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008627176,0.00002460734,0.9718983,0.00006977018,0.00006700283,0.0001008342,0.001178812,0.0002736894,0.008529152,0.0001467199,0.000267883,0.0173569],"study_design_scores_gemma":[5.158573e-7,0.000003878658,0.9996784,0.000002186292,0.000001476507,0.0000185352,0.00008352608,0.00002949502,0.00002104816,0.000008832184,0.0001513483,7.972758e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998149,0.0009541167,0.00004985956,0.00007216448,0.000003598722,0.000003210825,0.0001500943,0.000004764191,0.000613276],"genre_scores_gemma":[0.9984403,0.0006636234,0.0002380895,0.00005070475,0.000007698519,0.000009131874,0.0002541502,0.000002463852,0.0003337386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01344919,"threshold_uncertainty_score":0.0267418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173373063260125,"score_gpt":0.2318625161840839,"score_spread":0.2201287855514826,"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."}}