{"id":"W4401407309","doi":"10.1007/978-981-99-1470-8_34-1","title":"Family Lygaeidae Schilling, 1829","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Insect behavior and control techniques","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Lygaeidae; Medicine; Dermatology; Biology; Zoology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001111781,0.0002855807,0.0002978388,0.00001996634,0.0001406749,0.00007015406,0.0003427852,0.000455227,0.002242853],"category_scores_gemma":[0.000005289386,0.00009373228,0.000274753,0.00003892925,0.000048665,0.00004194833,0.00009973561,0.0003018787,0.0009844254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002079569,"about_ca_system_score_gemma":0.000007440412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004123891,"about_ca_topic_score_gemma":0.0005534293,"domain_scores_codex":[0.9988441,0.000008635398,0.0002431633,0.0003797826,0.0002686887,0.0002555803],"domain_scores_gemma":[0.9996076,0.00006540737,0.00008795709,0.00008682999,0.00007439771,0.00007781357],"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":[0.00002427751,0.000034863,0.00008585399,0.000009014075,0.00004949748,0.00006893091,0.00001412775,8.631811e-8,0.1036075,0.400856,0.05032228,0.4449276],"study_design_scores_gemma":[0.00008157848,0.0003988213,0.01323785,0.0001085461,0.0000676378,0.000005460162,0.0000157013,0.000005617878,0.0004949104,0.04758428,0.9372178,0.0007818309],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005868983,0.0001415336,0.000001796156,0.0001828002,0.0002521593,0.0002641754,0.0001513916,0.00135628,0.9917809],"genre_scores_gemma":[0.02896078,0.0004445818,0.00003037156,0.000521885,0.0005525211,0.00002273602,0.0002685213,0.00000485463,0.9691938],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8868955,"threshold_uncertainty_score":0.9997934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04365284719061896,"score_gpt":0.2176234673930808,"score_spread":0.1739706202024618,"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."}}