{"id":"W4395529859","doi":"10.15468/2bjned","title":"The Phalacridae (Coleoptera, Cucujoidea) of Canada: new records, distribution, and bionomics with a particular focus on the Atlantic Canadian fauna","year":2008,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Bionomics; Fauna; Distribution (mathematics); Geography; Focus (optics); Ecology; Forestry; Archaeology; Biology; Larva; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001916813,0.0001965282,0.0001790459,0.000006736038,0.001077011,0.0001178068,0.0003059282,0.0001355616,0.0000874071],"category_scores_gemma":[0.0001121045,0.00007221571,0.00006130432,0.0002311549,0.0001782309,0.0001890888,0.00007688358,0.0001559934,0.0001139274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005372069,"about_ca_system_score_gemma":0.0006011404,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9817168,"about_ca_topic_score_gemma":0.9938937,"domain_scores_codex":[0.9989215,0.00006987829,0.0002811902,0.0001585627,0.0002677826,0.0003011075],"domain_scores_gemma":[0.9990903,0.00009982548,0.0002462875,0.0001481097,0.0001717451,0.0002437564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009229949,0.000009038181,0.02596306,0.000006960358,0.00002518847,0.000001551649,0.00000687957,0.000004330637,3.268182e-8,0.00000901389,0.9682536,0.005628095],"study_design_scores_gemma":[0.00012492,0.0000877165,0.0673994,0.000006797905,0.00002774689,0.000006708819,0.000159516,0.000002035191,0.000008392136,0.000006347486,0.9320269,0.0001435319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2857665,0.00001856483,0.000001354473,0.003078629,0.00006913888,0.0002967576,0.7107252,0.000006305547,0.00003751367],"genre_scores_gemma":[0.2239519,0.000115384,3.094592e-7,0.0002516287,0.000007841289,0.00000412529,0.7756681,1.189511e-8,6.659746e-7],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0649429,"threshold_uncertainty_score":0.8283608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01115732922494629,"score_gpt":0.1582024107558837,"score_spread":0.1470450815309374,"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."}}