{"id":"W2568466990","doi":"","title":"Rhyparochromus vulgaris (Schilling) (Hemiptera: Heteroptera: Rhyparochromidae): newly discovered in the interior of British Columbia","year":2016,"lang":"en","type":"article","venue":"Biodiversity Heritage Library (Smithsonian Institution)","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Heteroptera; Hemiptera; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001570396,0.0002404956,0.0004313275,0.00002974114,0.0004792382,0.0003823365,0.0009042436,0.000172289,0.001161061],"category_scores_gemma":[0.00005648188,0.0001293895,0.0002284495,0.0005271157,0.0006311308,0.00178205,0.0004646166,0.0002002187,0.0001144362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007380505,"about_ca_system_score_gemma":0.00004170178,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007875186,"about_ca_topic_score_gemma":0.02372016,"domain_scores_codex":[0.9979327,0.0001741614,0.0004878934,0.0005627632,0.0003571023,0.0004853981],"domain_scores_gemma":[0.9992384,0.000191652,0.0002043735,0.0001971474,0.00004486395,0.0001235228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008355267,0.0001934106,0.954318,0.00003501331,0.00005152919,0.0002033729,0.0004937134,4.239495e-7,0.005893084,0.00002810841,0.01503179,0.02366801],"study_design_scores_gemma":[0.0008236945,0.0002769582,0.9705147,0.0003220068,0.00002240861,0.00005929792,0.0006416243,0.000002364088,0.0008119393,0.00008472931,0.02605927,0.0003810451],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923167,0.0002633586,0.00001340436,0.0026749,0.0002947712,0.0004355116,0.002245162,0.000100467,0.001655677],"genre_scores_gemma":[0.9975349,0.0003398769,0.0002697483,0.001213604,0.0001751607,0.00002042537,0.00002564391,0.00000197339,0.0004186333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02328697,"threshold_uncertainty_score":0.999752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0114967494729802,"score_gpt":0.1739581146533931,"score_spread":0.1624613651804129,"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."}}