{"id":"W6982502822","doi":"","title":"An integrative approach to studying speciation in a recent adaptive radiation","year":2023,"lang":"en","type":"other","venue":"White Rose eTheses Online (University of Leeds, The University of Sheffield, University of York)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Population; Context (archaeology); Ectotherm; Lacertidae","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":[0.002199996,0.000629562,0.001055604,0.004316221,0.001189801,0.002074777,0.001094793,0.0009003034,0.003123063],"category_scores_gemma":[0.002618838,0.000358404,0.001083216,0.003689416,0.0009773965,0.001728221,0.00271327,0.001694973,0.000532564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001022748,"about_ca_system_score_gemma":0.0009070842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003322652,"about_ca_topic_score_gemma":0.006706938,"domain_scores_codex":[0.9991967,0.0002706252,0.00003953382,0.0003534392,0.00007905456,0.000060564],"domain_scores_gemma":[0.998814,0.0004540989,0.0002413213,0.0001560319,0.0001608687,0.0001737521],"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":[0.0009023108,0.0005151869,0.2341204,0.006324333,0.005597442,0.001719096,0.01988577,0.008910471,0.3450034,0.05619907,0.005777917,0.3150446],"study_design_scores_gemma":[0.00007136256,0.0008510835,0.7898002,0.0009584461,0.002199709,0.0009779483,0.008229769,0.02187327,0.008766356,0.07271518,0.09333749,0.0002191572],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7742339,0.02138551,0.1599277,0.003097619,0.0003164381,0.00047116,0.008809639,0.001273943,0.03048402],"genre_scores_gemma":[0.8044748,0.007691022,0.1731582,0.002068142,0.0002749405,0.0007522154,0.008068154,0.0005164707,0.002996038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004316221,"threshold_uncertainty_score":0.01163483,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0365880032582926,"score_gpt":0.23557917451378,"score_spread":0.1989911712554874,"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."}}