{"id":"W6936837434","doi":"10.5886/r5d29ft9","title":"University of British Columbia - Spencer Entomological Collection (UBCZ) from University of British Columbia","year":2013,"lang":"en","type":"other","venue":"Canadensys","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hemiptera; Odonata; Lepidoptera genitalia; Hymenoptera; PEST analysis; Entomology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001526469,0.0002154314,0.001073203,0.0001211442,0.0001801121,0.0001685556,0.0008711971,0.001050113,0.1652378],"category_scores_gemma":[0.00005130379,0.0006669232,0.000281199,0.0007736018,0.001057767,0.0001216937,0.0002688967,0.0004532761,0.0007132615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001089905,"about_ca_system_score_gemma":0.0008328651,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.999235,"about_ca_topic_score_gemma":0.9997493,"domain_scores_codex":[0.9972128,0.0003516275,0.0002988762,0.0009317785,0.0006631805,0.0005417547],"domain_scores_gemma":[0.9977182,0.00007366726,0.0008424481,0.0006093401,0.0003506384,0.0004057496],"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":[0.00001789382,0.0001223425,0.02509598,0.00007717703,0.0003220433,0.001163746,0.00005211463,0.000001445845,0.0001206952,0.000001124258,0.9723043,0.0007210712],"study_design_scores_gemma":[0.001960132,0.0001274799,0.2441738,0.0009911275,0.0004530155,0.0001244726,0.001245222,0.00004207665,0.000001635923,0.00007717159,0.7500449,0.000758931],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5847154,0.001123672,0.00005160132,0.00001768424,0.0009624888,0.001761865,0.05930564,0.0004657592,0.3515958],"genre_scores_gemma":[0.04851433,0.0003956083,0.0004424207,0.00001650614,0.0001198676,6.039806e-7,0.0005758313,0.0003310661,0.9496037],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5980079,"threshold_uncertainty_score":0.9995782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008675056536231143,"score_gpt":0.1643019682525455,"score_spread":0.1556269117163144,"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."}}