{"id":"W2553250710","doi":"10.3897/bdj.4.e11012","title":"First detection of the adventive large rove beetle Ocypus nitens (Schrank) in Canada and an update of its Nearctic distribution using data generated by the public","year":2016,"lang":"en","type":"article","venue":"Biodiversity Data Journal","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nearctic ecozone; Range (aeronautics); Ecology; Distribution (mathematics); Geography; Biology; Taxonomy (biology); Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003958758,0.00006526682,0.00007976213,0.00001158978,0.0003679618,0.00003367668,0.000766557,0.0000284004,0.001648831],"category_scores_gemma":[0.0001130177,0.00003771339,0.00001300961,0.0002111465,0.000137282,0.0007935571,0.001138241,0.00009279481,0.000007953933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006334998,"about_ca_system_score_gemma":0.00006880507,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1435531,"about_ca_topic_score_gemma":0.7188734,"domain_scores_codex":[0.9991329,0.0001082008,0.0001458092,0.0001735947,0.0002658778,0.0001736681],"domain_scores_gemma":[0.9992516,0.00002276863,0.0001909779,0.0004323187,0.00003261589,0.00006971164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001118683,0.0002193891,0.8971381,0.00001808594,0.00006455138,0.00001096417,0.0001306051,0.0000120603,0.05345654,0.00002148417,0.04594522,0.002871099],"study_design_scores_gemma":[0.001342859,0.0000414063,0.9339793,0.00003295276,0.00007788356,0.00007220994,0.00238738,0.003618583,0.00649571,0.000006835902,0.05177562,0.000169246],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.957158,0.0001021857,0.0002517515,0.0008439418,0.0001254836,0.00007548959,0.04143548,0.000001637375,0.000006085868],"genre_scores_gemma":[0.998827,0.0003241642,0.000004536907,0.00005267561,0.00000973343,1.239794e-7,0.000776437,0.000001376485,0.000003991276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5753202,"threshold_uncertainty_score":0.9992638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05523528145766694,"score_gpt":0.2381230597589715,"score_spread":0.1828877783013045,"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."}}