{"id":"W2990073235","doi":"10.1186/s12862-019-1542-9","title":"The evolution of reproductive isolation in Daphnia","year":2019,"lang":"en","type":"article","venue":"BMC Evolutionary Biology","topic":"Evolution and Genetic Dynamics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Excellence Research Chairs, Government of Canada; Ministerio de Economía y Competitividad; Fonds Erasme","keywords":"Daphnia pulex; Reproductive isolation; Biology; Genetic algorithm; Pulex; Ecological speciation; Gene flow; Incipient speciation; Ecology; Daphnia; Evolutionary biology; Intraspecific competition; Zoology; Genetic variation; Genetics; Gene; Crustacean; Population","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":[0.0001526641,0.0001613798,0.0001270532,0.0005252305,0.0002922082,0.0003473638,0.0002746712,0.0001867526,0.0006966764],"category_scores_gemma":[0.0004227214,0.0001148109,0.0001071278,0.0001608607,0.0004160092,0.0002223937,0.0006573485,0.0003056463,0.0001042662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005947732,"about_ca_system_score_gemma":0.0001660608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001135686,"about_ca_topic_score_gemma":0.002369756,"domain_scores_codex":[0.9999206,0.00001279215,0.000004855101,0.00003189854,0.00001370585,0.00001605667],"domain_scores_gemma":[0.9996238,0.000122911,0.0001407283,0.00002385731,0.00003052712,0.00005814782],"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":[0.0002498731,0.00006758736,0.2373775,0.00019049,0.0001020592,0.0003581662,0.0008846741,0.0009159324,0.7394124,0.0007863046,0.0001155402,0.01953949],"study_design_scores_gemma":[0.000006724961,0.0001015368,0.9927857,0.000005574476,0.00001879833,0.000296104,0.0001571804,0.0004388508,0.005519988,0.0002114521,0.0004508901,0.000007243199],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988949,0.0001775535,0.000194669,0.00001324537,0.000001026862,0.00000207163,0.00003357826,0.000006241711,0.0006767364],"genre_scores_gemma":[0.9996644,0.0000443867,0.0001012857,0.00001307697,9.140319e-7,0.000002570617,0.00004674495,0.000001598798,0.0001250329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001135686,"threshold_uncertainty_score":0.004315436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00549929418914771,"score_gpt":0.2415156818176437,"score_spread":0.236016387628496,"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."}}