{"id":"W2912899325","doi":"10.3897/zookeys.819.26683","title":"Neuroptera of Canada","year":2019,"lang":"en","type":"review","venue":"ZooKeys","topic":"Fossil Insects in Amber","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal British Columbia Museum","funders":"","keywords":"Neuroptera; Fauna; Extant taxon; Barcode; Zoology; Geography; Biology; DNA barcoding; Ecology; Larva; Evolutionary biology; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006385048,0.0001798822,0.0006984292,0.000005688928,0.00003134584,0.00001270448,0.000362467,0.0001167115,0.001981917],"category_scores_gemma":[0.00003396098,0.00005154199,0.000185959,0.0001739476,0.00002652197,0.00002003777,0.00007359582,0.0001635741,0.0001652583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004462745,"about_ca_system_score_gemma":0.0001398107,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2549798,"about_ca_topic_score_gemma":0.3139741,"domain_scores_codex":[0.9990312,0.00008032974,0.0002796126,0.0002195779,0.0001971029,0.0001922168],"domain_scores_gemma":[0.999388,0.000244874,0.0001977386,0.00009048786,0.00002864769,0.00005029861],"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":[4.231255e-7,0.000007918459,0.00001210159,0.001362458,0.00001403593,0.000007075878,0.000001501238,1.109284e-7,0.000002891845,0.00007177488,0.00713788,0.9913818],"study_design_scores_gemma":[0.000009246324,0.00003237441,0.0001449941,0.0009940176,0.00004624164,0.000004005449,0.000001648696,4.943027e-7,0.000002638606,0.000005770468,0.9986238,0.0001347394],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001657125,0.9428312,2.083534e-8,0.00002085465,0.00053314,0.0002038189,0.00004718488,0.00001302521,0.05618503],"genre_scores_gemma":[0.000131456,0.990141,0.000008418649,0.00006478262,0.0001729883,0.000006771924,0.00003837155,0.000001188867,0.00943503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.991486,"threshold_uncertainty_score":0.9989304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06441259355658052,"score_gpt":0.2558636148048977,"score_spread":0.1914510212483172,"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."}}