{"id":"W7036202200","doi":"","title":"ARCHIVEIT-1830-NONE-UDZZKY-20111221204814-00000-crawling207.us.archive.org-6683.warc.gz","year":2011,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Work (physics); Process (computing)","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":["insufficient_payload"],"category_scores_codex":[0.0002492935,0.0005313982,0.0005688746,0.00004550264,0.0001945136,0.00007721268,0.0006372982,0.0004709016,0.5353479],"category_scores_gemma":[0.00008772057,0.0002907236,0.0003540919,0.00002117626,0.0002374988,7.822437e-7,0.0002169639,0.0004269396,0.02291444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004289457,"about_ca_system_score_gemma":0.00002641018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02057434,"about_ca_topic_score_gemma":0.01531554,"domain_scores_codex":[0.9976625,0.0001443984,0.0007834714,0.0004124177,0.0004372545,0.0005599569],"domain_scores_gemma":[0.998464,0.000184861,0.0007521726,0.0002349646,0.0001074561,0.0002565464],"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":[0.0001628668,0.0001180536,0.0001227401,0.000160484,0.00005664683,0.00001370517,0.00006659044,0.000004681216,0.00001375182,0.00006371281,0.9779867,0.02123008],"study_design_scores_gemma":[0.0003437824,0.0003255837,0.001264601,0.0002482892,0.00006001399,0.00004199292,0.00008761124,0.000005321978,0.00004255387,0.00005338154,0.9969654,0.0005614323],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003160617,0.0002116105,0.000001550604,0.0001221474,0.0003534158,0.0006798197,0.00116004,0.0002798963,0.9940309],"genre_scores_gemma":[0.02305495,0.0003769719,0.0003628406,0.0003181584,0.0005514682,0.00004839725,0.001796474,0.00001170698,0.973479],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5124334,"threshold_uncertainty_score":0.9999545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002378106378544,"score_gpt":0.1706544662892765,"score_spread":0.1606306852254911,"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."}}