{"id":"W2974128872","doi":"","title":"Heteroptera new to Canada","year":2019,"lang":"en","type":"article","venue":"Journal of the Entomological Society of British Columbia","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Heteroptera; Biology; Zoology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002405679,0.00006520825,0.0003052284,0.000001199788,0.00009230631,0.00008448736,0.0005215288,0.00007166097,0.0009832775],"category_scores_gemma":[0.00008634252,0.00003522823,0.0003829704,0.0002180638,0.00004445292,0.00004612616,0.0002292616,0.0002055397,0.000003913745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001044825,"about_ca_system_score_gemma":0.00005886437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7715018,"about_ca_topic_score_gemma":0.8715187,"domain_scores_codex":[0.9987174,0.00005561481,0.0003768938,0.0001298169,0.0004900731,0.0002302371],"domain_scores_gemma":[0.9992459,0.0001472951,0.0002572025,0.00004642988,0.0001503063,0.0001529056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001448687,0.00009065086,0.2943237,0.00001223001,0.00009169821,0.00001472762,0.00009841446,0.00001653555,0.02958639,6.016293e-7,0.5839795,0.09177105],"study_design_scores_gemma":[0.0001931957,0.0003889017,0.9465926,0.0001000126,0.00001116413,0.0001514843,0.00020992,0.000003947889,0.0002254139,0.0001873464,0.05182875,0.000107306],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943205,0.0001741191,0.000001612582,0.004591828,0.0005065514,0.0001416837,0.00002597746,0.000005502971,0.000232274],"genre_scores_gemma":[0.9924551,0.00004350304,0.0003089641,0.003304562,0.0002390128,8.667042e-7,5.12518e-7,7.141986e-7,0.003646738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6522689,"threshold_uncertainty_score":0.99993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00930880695780523,"score_gpt":0.1830592553329344,"score_spread":0.1737504483751292,"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."}}