{"id":"W6924970434","doi":"10.15468/iq5tfc","title":"Cladotanytarsus Kieffer (Diptera: Chironomidae): several distinctive species reviewed on the basis of records from Canada and USA","year":2017,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Basis (linear algebra); Historical record; Taxonomy (biology); Identification (biology)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003951026,0.00109074,0.0009401162,0.009706129,0.001075083,0.00139427,0.001739003,0.0007144528,0.02197878],"category_scores_gemma":[0.003346375,0.0003695777,0.0005181062,0.01481728,0.0005028357,0.0007716152,0.00157875,0.00113882,0.01583881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0039637,"about_ca_system_score_gemma":0.01171145,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4900326,"about_ca_topic_score_gemma":0.7266197,"domain_scores_codex":[0.999395,0.00002362172,0.00005968877,0.0001368848,0.0002394149,0.000145307],"domain_scores_gemma":[0.9980425,0.0002890758,0.0003269048,0.0001821666,0.0009306597,0.000228714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008429242,0.00001632865,0.009754365,0.002343931,0.00008363406,0.00007677138,0.0002165737,0.0002841602,0.0003601417,0.0009825949,0.9741794,0.01161787],"study_design_scores_gemma":[0.00003718206,0.00000395957,0.03260564,0.0007653328,0.00006017071,0.00009643776,0.0003152972,0.0001530092,0.0003576635,0.0003458328,0.9652335,0.0000259844],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0007496339,0.0003077003,0.00005346586,0.00003777622,0.00001413726,0.000009236721,0.9974719,0.0001105849,0.001245557],"genre_scores_gemma":[0.002450531,0.0003453376,0.0003128079,0.00003263985,0.000004794013,0.00004556846,0.9957409,0.00004031706,0.001027163],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5099674,"threshold_uncertainty_score":0.9743605,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01722694893085459,"score_gpt":0.2148151156232862,"score_spread":0.1975881666924316,"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."}}