{"id":"W4294838806","doi":"10.1093/biolinnean/blac095","title":"Diversity and evolution of amphibian pupil shapes","year":2022,"lang":"en","type":"article","venue":"Biological Journal of the Linnean Society","topic":"Amphibian and Reptile Biology","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Natural Environment Research Council; Sight Research UK","keywords":"Biology; Amphibian; Pupil; Ecology; Larva; Metamorphosis; Evolutionary biology; Habitat; Functional diversity; Ontogeny; Zoology; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0004008978,0.0001547123,0.0001951128,0.002187129,0.0003389209,0.0004750123,0.0002845424,0.000213098,0.001722276],"category_scores_gemma":[0.0009673334,0.0001573269,0.0002012776,0.0007697337,0.0005382062,0.0003666642,0.000559959,0.0002342457,0.0002458688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002462641,"about_ca_system_score_gemma":0.00006322221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008258834,"about_ca_topic_score_gemma":0.001666956,"domain_scores_codex":[0.9996845,0.00007736979,0.00001637996,0.000125482,0.00005430143,0.00004199051],"domain_scores_gemma":[0.9989414,0.0002273331,0.0004564691,0.00009223589,0.0001903894,0.00009219174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001555005,0.00002809847,0.9004247,0.00005985949,0.0001246784,0.0001244698,0.0008115732,0.0007614389,0.06747927,0.0004011057,0.0001467889,0.02948237],"study_design_scores_gemma":[0.000001340952,0.00003117829,0.9984926,0.000003856404,0.000006630749,0.0001978637,0.0001319861,0.0003201746,0.0004954602,0.00007623874,0.0002388167,0.000003866918],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989628,0.0001364915,0.0002240488,0.000008445158,5.489404e-7,0.000001833111,0.00008078704,0.000007970802,0.0005771338],"genre_scores_gemma":[0.9994061,0.0000549324,0.0003164903,0.000003689571,0.000001622219,0.000002120192,0.0001026875,0.000004027256,0.0001083018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002187129,"threshold_uncertainty_score":0.005761564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02186361611007041,"score_gpt":0.206283081329912,"score_spread":0.1844194652198416,"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."}}