{"id":"W4281914354","doi":"10.56222/28166531.2022.1","title":"Firstrecord of Loricula (Myrmedobia) coleoptrata (Fallén, 1807) in Canada (Heteroptera, Microphysidae)","year":2022,"lang":"en","type":"article","venue":"Specimen","topic":"Hemiptera Insect Studies","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Université de Montréal","keywords":"Heteroptera; Forestry; Geography; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008491443,0.0001252116,0.0002330319,0.00001323627,0.0001460427,0.00001104515,0.0003325246,0.00001746895,0.001922582],"category_scores_gemma":[0.00001033297,0.00006071376,0.00005263365,0.000377095,0.00002989008,0.00003929475,0.0002952919,0.0001446834,0.000008245779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003692798,"about_ca_system_score_gemma":0.00006153463,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7715967,"about_ca_topic_score_gemma":0.9546061,"domain_scores_codex":[0.9988312,0.00006242928,0.0002715435,0.0002561143,0.0002859841,0.000292748],"domain_scores_gemma":[0.999653,0.0001060566,0.00009336427,0.00007541962,0.00002025462,0.00005194163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001308776,0.0003515426,0.5917509,0.00002938747,0.00007591723,0.0002041311,0.0005508495,0.0001991835,0.3262879,0.00007595876,0.03297778,0.04736564],"study_design_scores_gemma":[0.000236487,0.00028258,0.8910176,0.00001354662,0.000006221176,0.000006488837,0.001288159,0.00002514648,0.00813608,0.00007532252,0.09864696,0.0002654255],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942457,0.0001367733,5.052137e-8,0.0005884033,0.000233464,0.0001682766,0.0001758845,0.00001096585,0.00444047],"genre_scores_gemma":[0.9992471,0.00001897384,0.00002571839,0.000239597,0.0001068688,0.00003942,0.0000450045,9.663157e-7,0.0002762976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3181518,"threshold_uncertainty_score":0.9989898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0103194891627892,"score_gpt":0.1669944512280032,"score_spread":0.156674962065214,"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."}}