{"id":"W4213180347","doi":"10.1093/zoolinnean/zlab094","title":"The first comprehensive, multigene molecular phylogeny for big-headed flies (Diptera: Pipunculidae)","year":2021,"lang":"en","type":"article","venue":"Zoological Journal of the Linnean Society","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Agriculture and Agri-Food Canada","funders":"","keywords":"Biology; Molecular phylogenetics; Cytochrome c oxidase subunit I; Monophyly; Zoology; Phylogenetics; Ribosomal RNA; Cytochrome c oxidase; Mitochondrial DNA; Evolutionary biology; Genetics; Clade; Gene","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":[0.0002304669,0.0005477925,0.0003768708,0.002382431,0.0006537448,0.0006457819,0.0002532846,0.0004397316,0.001625542],"category_scores_gemma":[0.000315482,0.0002732661,0.0002921016,0.001217584,0.0002426605,0.0007087246,0.0004862293,0.0006282434,0.0007163137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004025451,"about_ca_system_score_gemma":0.0004722457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001239618,"about_ca_topic_score_gemma":0.001927385,"domain_scores_codex":[0.9998857,0.00001389837,0.000008666158,0.00004749394,0.00002253641,0.00002172228],"domain_scores_gemma":[0.9997199,0.00003547528,0.00006646042,0.00003164395,0.00006761437,0.00007890594],"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":[0.0007576464,0.0001060764,0.06036656,0.001989043,0.0003137018,0.0006527976,0.001212714,0.005844348,0.6803172,0.001998038,0.004101043,0.2423409],"study_design_scores_gemma":[0.00003333299,0.0004500164,0.8794438,0.0003163065,0.0003946772,0.001514048,0.0004548346,0.00616447,0.01806613,0.00101721,0.09207694,0.00006831063],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.92392,0.01638082,0.03152171,0.0003961905,0.00008856833,0.0001773895,0.01701579,0.001117416,0.00938201],"genre_scores_gemma":[0.9134687,0.005856614,0.0445353,0.0001861749,0.00005364824,0.0001069571,0.03223241,0.0001155938,0.003444566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002382431,"threshold_uncertainty_score":0.00543797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03653396388554683,"score_gpt":0.2271973357847505,"score_spread":0.1906633718992037,"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."}}