{"id":"W4233487476","doi":"10.5962/bhl.title.62063","title":"The Canadian National Collection of Insects, Arachnids and Nematodes","year":2007,"lang":"en","type":"book","venue":"","topic":"Invertebrate Taxonomy and Ecology","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Zoology; Ecology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002914668,0.00008084792,0.000108693,0.00002002014,0.0005007634,0.00002742967,0.00009098641,0.0002574658,0.0005281648],"category_scores_gemma":[0.00002518388,0.00002415508,0.0000324023,0.0000710796,0.0001437535,0.0000262183,0.00001733468,0.0001157589,0.00001725984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001315776,"about_ca_system_score_gemma":0.0002245511,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05238393,"about_ca_topic_score_gemma":0.968668,"domain_scores_codex":[0.9994752,0.00001849896,0.0001411126,0.000111245,0.0001027461,0.0001511426],"domain_scores_gemma":[0.9995129,0.000225149,0.00007393702,0.00001559403,0.0001101226,0.00006229759],"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":[0.00004321779,0.00002626467,0.004035082,0.00002917497,0.0000888096,0.000005702124,0.00005192749,0.000001372907,0.0003464779,0.3560625,0.5963624,0.04294701],"study_design_scores_gemma":[0.00004254279,0.000129943,0.0262553,0.00000918156,0.000007288298,0.00001686948,0.00002982225,0.00004621457,0.00009915089,0.01517391,0.958061,0.0001287847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009716026,0.000163776,3.343482e-7,0.0005990893,0.0001314141,0.0001602847,0.00001985636,0.0000107981,0.9891984],"genre_scores_gemma":[0.2494116,0.0001476543,0.00002063173,0.0007456641,0.0002468707,0.00001061386,0.0001031697,6.19246e-7,0.7493132],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9162841,"threshold_uncertainty_score":0.9539263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02273970529185606,"score_gpt":0.2011371304396786,"score_spread":0.1783974251478225,"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."}}