{"id":"W7108229234","doi":"10.2139/ssrn.5848178","title":"Variation in thermal plasticity of larval morphology among crested newt species and their reciprocal hybrids (Salamandridae: Triturus)","year":2025,"lang":"","type":"preprint","venue":"SSRN Electronic Journal","topic":"Morphological variations and asymmetry","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute for Biological Sciences","funders":"","keywords":"Hybrid; Phenotypic plasticity; Triturus; Larva; Metamorphosis; Plasticity; Ectotherm","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":[0.0001770606,0.0001665252,0.0002559569,0.001041285,0.0003006505,0.0004133784,0.0003230959,0.0002142021,0.001890357],"category_scores_gemma":[0.0006584455,0.0001782385,0.0002066883,0.0004969344,0.0005822218,0.0002696974,0.0006273725,0.0003421062,0.0001947312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002677111,"about_ca_system_score_gemma":0.000112523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002281151,"about_ca_topic_score_gemma":0.005244971,"domain_scores_codex":[0.9998296,0.00003435957,0.00001257089,0.00007459588,0.00002556503,0.00002330381],"domain_scores_gemma":[0.9994258,0.0001694192,0.0001953595,0.00006452986,0.00006414613,0.00008084214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001082899,0.0001097696,0.3980241,0.00007187371,0.0002475585,0.0002801538,0.001870906,0.0005004876,0.5850843,0.0004428372,0.0001640832,0.01212104],"study_design_scores_gemma":[0.000005447605,0.0000691027,0.998129,0.000001468949,0.00001739972,0.0001291987,0.0001860748,0.0001859582,0.001177804,0.00003679865,0.00005630255,0.000005504513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997049,0.00002038228,0.00004416092,0.000002380208,6.431665e-7,9.505293e-7,0.00003729871,0.000002458822,0.0001867963],"genre_scores_gemma":[0.9997413,0.00001113039,0.00006007465,0.000004303276,9.48863e-7,0.000003414426,0.00007551748,0.000003356884,0.0001000491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002281151,"threshold_uncertainty_score":0.006323874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01786343090499226,"score_gpt":0.2518200886505266,"score_spread":0.2339566577455343,"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."}}