{"id":"W4256707661","doi":"10.1093/oxfordhb/9780199589425.013.010","title":"Insects","year":2014,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Insect Utilization and Effects","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Terminology; Bronze; Variety (cybernetics); Biology; Art; Geography; Literature; Archaeology; Linguistics; Computer science; Philosophy; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0001543317,0.001093269,0.000483933,0.001037302,0.001323306,0.002003953,0.0005608984,0.0007794359,0.05652628],"category_scores_gemma":[0.0002431981,0.000228909,0.0003847424,0.0008992408,0.0009257389,0.002038432,0.0009002318,0.001424768,0.03531603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007025168,"about_ca_system_score_gemma":0.0003260622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009692264,"about_ca_topic_score_gemma":0.002410056,"domain_scores_codex":[0.9997917,0.00002168801,0.00001077442,0.00005893406,0.00009952518,0.00001744546],"domain_scores_gemma":[0.9999591,0.00001005605,0.00000484507,0.00000795149,0.00001301245,0.000005000104],"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":[0.00007644606,0.000075839,0.0003461621,0.001137223,0.00001371779,0.0003772939,0.001161609,0.0003740824,0.007251877,0.1368818,0.3006397,0.5516643],"study_design_scores_gemma":[0.00000148821,0.000009457601,0.0001501876,0.00008555716,0.000001326249,0.000193319,0.00003749347,0.00001430994,0.0002791386,0.002084605,0.9971408,0.000002433806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002152247,0.06931473,0.003262465,0.001532267,0.002591651,0.00007307543,0.0007064881,0.0004188535,0.9199483],"genre_scores_gemma":[0.01116806,0.03435624,0.004108432,0.002174019,0.0005413093,0.00005246667,0.0007920611,0.0002259672,0.9465815],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05652628,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01868023928449944,"score_gpt":0.1711346525035483,"score_spread":0.1524544132190488,"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."}}