{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002702441,0.001134029,0.0009054698,0.004080298,0.001111144,0.001460337,0.0009366486,0.0006584683,0.00765411],"category_scores_gemma":[0.0007156545,0.0002122813,0.000313068,0.004194306,0.000808409,0.0008293086,0.0005501793,0.001239078,0.002161856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003915872,"about_ca_system_score_gemma":0.008826117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3989941,"about_ca_topic_score_gemma":0.5427659,"domain_scores_codex":[0.9997032,0.00001659097,0.00002739252,0.00004741134,0.0001493549,0.00005604516],"domain_scores_gemma":[0.9995498,0.00007463683,0.00005595992,0.00001154191,0.0002435002,0.00006448114],"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":[0.0000550458,0.00002542865,0.0009802299,0.0115403,0.00004927136,0.0001773783,0.0001595707,0.0001605452,0.0009430934,0.002552338,0.06148468,0.9218721],"study_design_scores_gemma":[0.000007271255,0.00002251101,0.006070372,0.005169795,0.00007276781,0.0008476154,0.0001226202,0.00002963308,0.0001897175,0.000612165,0.9868384,0.00001719961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00023527,0.9947578,0.00006034534,0.0001757844,0.0001479783,0.000008065959,0.0001860555,0.00001358757,0.004415042],"genre_scores_gemma":[0.003288673,0.9938504,0.0001637143,0.0002367885,0.00007007683,0.000006503718,0.0002844306,0.00000355814,0.002095851],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6010059,"threshold_uncertainty_score":0.7933434,"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."}}