{"id":"W2913624689","doi":"10.3897/zookeys.819.27640","title":"Psocoptera of Canada","year":2019,"lang":"en","type":"review","venue":"ZooKeys","topic":"Fossil Insects in Amber","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psocoptera; Fauna; Identification (biology); Barcode; Biology; DNA barcoding; Zoology; Geography; Ecology; Computer science","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":[0.0002170325,0.0009981332,0.0007504684,0.003670604,0.0008906416,0.00102367,0.0006706346,0.0004665731,0.006118161],"category_scores_gemma":[0.0004508091,0.0002174806,0.0002508269,0.00319431,0.0006190756,0.0006045483,0.0004234213,0.0007757997,0.001341757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002877045,"about_ca_system_score_gemma":0.006865222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4337893,"about_ca_topic_score_gemma":0.5882633,"domain_scores_codex":[0.9997994,0.00001005659,0.00001733862,0.00003654647,0.00009518449,0.00004152723],"domain_scores_gemma":[0.9997392,0.0000405144,0.00003503465,0.000006431018,0.0001372456,0.00004148594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005807924,0.00002390921,0.001018198,0.01121866,0.00003712501,0.0001548439,0.0001651012,0.0001953946,0.001272158,0.00188161,0.02924588,0.9547291],"study_design_scores_gemma":[0.000007258049,0.00004777201,0.01145903,0.005070537,0.000089204,0.0008870874,0.0001602174,0.00004509478,0.0003190989,0.0004719272,0.9814249,0.00001786298],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005327625,0.9928951,0.00007828711,0.0001479733,0.0001038025,0.00001089174,0.0001767115,0.00001316344,0.006041347],"genre_scores_gemma":[0.005170803,0.9919609,0.0001798434,0.00012325,0.00004421422,0.000006422332,0.0002314681,0.000002523195,0.002280538],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5662106,"threshold_uncertainty_score":0.8625288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06314666121502939,"score_gpt":0.2650924974889876,"score_spread":0.2019458362739582,"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."}}