{"id":"W4404890551","doi":"10.1007/978-981-97-1817-7_49","title":"Family Pachygronthidae Stål, 1865","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"History","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":[0.00009009058,0.0003587039,0.000354409,0.00001365046,0.0001297364,0.00009467724,0.0002592047,0.0003208042,0.00585115],"category_scores_gemma":[0.000008598185,0.0001035931,0.0002506699,0.00003368564,0.00008864589,0.00004456804,0.000275696,0.000349605,0.005180222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004903178,"about_ca_system_score_gemma":0.000006816451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001845125,"about_ca_topic_score_gemma":0.000794019,"domain_scores_codex":[0.9986755,0.000005143626,0.0002604607,0.0004956996,0.0002878589,0.0002753052],"domain_scores_gemma":[0.9996011,0.000120177,0.00005578234,0.00007462591,0.00005647292,0.00009179716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001531454,0.0000300158,0.00008788075,0.00007894934,0.0003411447,0.0001865953,0.0001110108,1.36154e-7,0.01204392,0.3491926,0.3205398,0.3173727],"study_design_scores_gemma":[0.0000198426,0.0001191667,0.0006657965,0.00009348874,0.000036242,0.000004758549,0.00003432466,0.000001848662,0.00004581295,0.01584292,0.9827757,0.0003600455],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002456852,0.003504516,1.944523e-7,0.001472208,0.0004953325,0.0001908301,0.0001300779,0.0003238004,0.9914262],"genre_scores_gemma":[0.02003706,0.0006352708,0.0000207963,0.0009868001,0.0009855755,0.00001216843,0.00007361072,0.0000032045,0.9772455],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.662236,"threshold_uncertainty_score":0.9955944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03502403625984829,"score_gpt":0.2154111155400044,"score_spread":0.1803870792801561,"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."}}