{"id":"W2108502662","doi":"10.11646/zootaxa.3852.3.6","title":"Alaskan Heteroptera (Hemiptera): new records, associated data, and deletions","year":2014,"lang":"en","type":"article","venue":"Zootaxa","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"U.S. Bureau of Land Management; U.S. Department of Agriculture; U.S. Fish and Wildlife Service; Alaska Department of Fish and Game; Office of Experimental Program to Stimulate Competitive Research; National Science Foundation","keywords":"Heteroptera; Biology; Hemiptera; Ecology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123917,0.0003130184,0.0004640713,0.004497212,0.001128374,0.0006125662,0.0008069267,0.0003721125,0.00776753],"category_scores_gemma":[0.002758405,0.0003388085,0.0002936955,0.00723599,0.0004361614,0.0006441533,0.0007709688,0.0006995205,0.00303116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004301293,"about_ca_system_score_gemma":0.00132462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01951605,"about_ca_topic_score_gemma":0.04529965,"domain_scores_codex":[0.9990257,0.0000844579,0.0002227488,0.0001686606,0.0004125827,0.00008598958],"domain_scores_gemma":[0.9948542,0.001140589,0.001449684,0.0008282425,0.001368932,0.0003583309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001216346,0.0002823559,0.6481305,0.002446072,0.0002376925,0.003282865,0.0103815,0.001212983,0.01135286,0.002183833,0.03663241,0.2826406],"study_design_scores_gemma":[0.00002429046,0.0001447047,0.7920392,0.0004955998,0.0002065427,0.002337738,0.002872508,0.0002455936,0.002908352,0.0002696359,0.1984032,0.00005272023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7840225,0.004463437,0.003111724,0.0002279318,0.0003941967,0.0002476546,0.1462173,0.0003905305,0.06092469],"genre_scores_gemma":[0.7130275,0.006574432,0.01133438,0.0001836289,0.0001426376,0.0007590951,0.2440761,0.0001827309,0.02371955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01951605,"threshold_uncertainty_score":0.03880489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03058839492101915,"score_gpt":0.2364177551805298,"score_spread":0.2058293602595107,"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."}}