{"id":"W2919020214","doi":"10.11646/zootaxa.3009.1.5","title":"New State Records for Mallochiola gagates (McAtee &amp;amp; Malloch, 1924), a little-known microphysid in Eastern North America (Hemiptera: Heteroptera: Microphysidae)","year":2011,"lang":"en","type":"article","venue":"Zootaxa","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Simple eye in invertebrates; Heteroptera; Biology; Hemiptera; Zoology; Reduviidae; Ecology","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":[0.0001126721,0.0005856688,0.0006764666,0.00005736769,0.0002675714,0.0001290701,0.0006747207,0.0001225303,0.0008283799],"category_scores_gemma":[0.0000795881,0.0002897685,0.0003200861,0.0005172962,0.0001471356,0.0002588665,0.0003185247,0.0003009361,0.001143137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008727666,"about_ca_system_score_gemma":0.00002436065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008732063,"about_ca_topic_score_gemma":0.02470798,"domain_scores_codex":[0.9970493,0.0001017564,0.0006835764,0.0009082301,0.0002404371,0.001016643],"domain_scores_gemma":[0.9987754,0.000240315,0.0003082833,0.0002572972,0.0001472488,0.0002714833],"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":[0.0007523504,0.0005421091,0.1036295,0.0001059135,0.0001750094,0.00003488014,0.005092013,0.00001029407,0.2463067,0.000008027864,0.005585763,0.6377574],"study_design_scores_gemma":[0.001343962,0.0009728101,0.1853971,0.000224799,0.00006407468,0.00001730478,0.0002386126,0.00003418043,0.0143124,0.0004741651,0.795168,0.0017526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963977,0.0003495169,0.0001318477,0.0003879891,0.0003620098,0.0007136319,0.0001766496,0.0001385678,0.001342082],"genre_scores_gemma":[0.9832447,0.0002229188,0.007786207,0.0007726667,0.0005295342,0.0001796626,0.0002406401,0.00001363949,0.007009984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7895823,"threshold_uncertainty_score":0.9999555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03610588259644892,"score_gpt":0.2299859775113567,"score_spread":0.1938800949149078,"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."}}