{"id":"W3127435326","doi":"10.1111/mec.15824","title":"Speciation in<i>Daphnia</i>","year":2021,"lang":"en","type":"review","venue":"Molecular Ecology","topic":"Aquatic Ecosystems and Phytoplankton Dynamics","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Biology; Daphnia; Daphnia pulex; Genetic algorithm; Ecology; Ecological speciation; Gene flow; Species complex; Reproductive isolation; Incipient speciation; Pulex; Zoology; Evolutionary biology; Zooplankton; Phylogenetic tree; Population; Genetic variation","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":[0.0002722828,0.0004960816,0.0006148659,0.001572389,0.0001962543,0.0006357736,0.0003692774,0.0005391462,0.001542292],"category_scores_gemma":[0.0004482821,0.0001724586,0.0003208655,0.001620468,0.0002787691,0.000739561,0.000462904,0.0005781146,0.0006778202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000441974,"about_ca_system_score_gemma":0.0009143353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001976187,"about_ca_topic_score_gemma":0.002673496,"domain_scores_codex":[0.9999118,0.00001402694,0.00001500824,0.0000267562,0.00002418432,0.00000817197],"domain_scores_gemma":[0.9998569,0.00005636002,0.00003389561,0.000005080854,0.00003205581,0.00001567125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004990585,0.0000218569,0.0004981472,0.02398338,0.0001176962,0.0001124738,0.00007041485,0.000426566,0.002126818,0.0022097,0.01063542,0.9597476],"study_design_scores_gemma":[0.00001181285,0.0001206555,0.006560276,0.006679765,0.0003174515,0.001327575,0.0000944708,0.0001381203,0.0009366441,0.002189856,0.9815985,0.00002503015],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002348274,0.9988279,0.00008033211,0.0001585865,0.00006058855,0.000001865862,0.00001892805,0.00000531998,0.0006115414],"genre_scores_gemma":[0.001613021,0.9977112,0.0001221714,0.0001141525,0.00005971056,0.000002881859,0.00003777704,9.157562e-7,0.0003383253],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001976187,"threshold_uncertainty_score":0.005159497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01299437480766736,"score_gpt":0.2707529876785381,"score_spread":0.2577586128708707,"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."}}