{"id":"W2021640520","doi":"10.1111/mec.12606","title":"Environmental harshness, latitude and incipient speciation","year":2014,"lang":"en","type":"letter","venue":"Molecular Ecology","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Species richness; Biology; Macroevolution; Ecology; Genetic algorithm; Subspecies; Ecological speciation; Phylogenetic tree; Genetic variation","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00250748,0.0004583603,0.001001823,0.0004234613,0.002218368,0.001717223,0.001340482,0.01958664,0.004057004],"category_scores_gemma":[0.01389588,0.000442217,0.0005872768,0.0004260503,0.002973357,0.002127942,0.0008447772,0.0166224,0.003034174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001636512,"about_ca_system_score_gemma":0.001291733,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003087898,"about_ca_topic_score_gemma":0.005334862,"domain_scores_codex":[0.9988709,0.000394538,0.0001379808,0.0002451266,0.0002230137,0.0001283582],"domain_scores_gemma":[0.9936851,0.004006632,0.0004861324,0.0003627616,0.0007397454,0.0007196184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001956931,0.0001034328,0.009005899,0.00008996799,0.00004688199,0.004215442,0.0003241939,0.000133179,0.0003909649,0.004377038,0.9490958,0.03202144],"study_design_scores_gemma":[0.0003490002,0.0002744833,0.03077972,0.0005971537,0.0001336102,0.01887276,0.001714463,0.002323597,0.001062736,0.060373,0.8833419,0.0001775816],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002089076,0.001986552,0.0001803272,0.9805692,0.01280305,0.000008335472,0.00003870878,0.0000257568,0.00229903],"genre_scores_gemma":[0.03475142,0.003349725,0.0004691545,0.8763587,0.07835684,0.00003788704,0.00003415244,0.00003070007,0.006611374],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01958664,"threshold_uncertainty_score":0.01357198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007856779908624156,"score_gpt":0.1827813691570604,"score_spread":0.1749245892484362,"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."}}