{"id":"W4205438756","doi":"10.1101/2022.01.05.475057","title":"Maternal investment evolves with larger body size and higher diversification rate in sharks and rays","year":2022,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Ichthyology and Marine Biology","field":"Environmental Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Simon Fraser University","funders":"University of North Carolina Wilmington","keywords":"Biology; Diversification (marketing strategy); Reproductive isolation; Pelagic zone; Chondrichthyes; Adaptive radiation; Habitat; Genetic algorithm; Ecology; Evolutionary biology; Zoology; Phylogenetics; Population","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":[0.000339504,0.0001923958,0.0001567909,0.0005642718,0.0002587568,0.0004705718,0.0003262743,0.0002914754,0.003547975],"category_scores_gemma":[0.0007190271,0.0001772155,0.0002754017,0.0003584028,0.0004520514,0.0002685665,0.0004100875,0.0004770258,0.0002997355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002457005,"about_ca_system_score_gemma":0.0001514599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001499111,"about_ca_topic_score_gemma":0.00171725,"domain_scores_codex":[0.9998704,0.00002117433,0.000009074255,0.00005599518,0.00001616002,0.00002707827],"domain_scores_gemma":[0.9994208,0.0001117404,0.0002883129,0.00004714567,0.00003349524,0.00009859248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001341998,0.00001843663,0.983629,0.00001208253,0.00007236726,0.0001812237,0.0002781281,0.0001919647,0.01231888,0.0001430426,0.00007535288,0.002945195],"study_design_scores_gemma":[0.000002192285,0.00001896872,0.9991014,0.000002916224,0.00001225003,0.0001481402,0.00009673228,0.0002944169,0.0001922621,0.00005515825,0.00007267833,0.0000029045],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996723,0.0000478996,0.00006970044,0.00001891294,0.000001497162,6.100514e-7,0.00003397987,0.000003547875,0.0001514693],"genre_scores_gemma":[0.9996279,0.00002211495,0.0001030838,0.00001824932,0.000004648224,0.000001334181,0.00008640387,0.000004190343,0.0001319758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003547975,"threshold_uncertainty_score":0.01186913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007342933923170528,"score_gpt":0.1902977341746971,"score_spread":0.1829548002515266,"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."}}