{"id":"W6943696033","doi":"10.15468/s2crk0","title":"New records of Helophoridae, Hydrochidae, and Hydrophilidae (Coleoptera) from New Brunswick, Canada","year":2016,"lang":"en","type":"dataset","venue":"Global Biodiversity Information Facility","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrophilidae; Contraindication; Hospital records; Period (music)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005226411,0.001495806,0.001193015,0.008312449,0.002303669,0.001919098,0.003061361,0.0008255627,0.03433814],"category_scores_gemma":[0.004906644,0.0006881085,0.0006341037,0.02183104,0.00054983,0.0009977192,0.001576637,0.001431407,0.01751537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02027458,"about_ca_system_score_gemma":0.03743131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9718676,"about_ca_topic_score_gemma":0.9888262,"domain_scores_codex":[0.9989477,0.00002993143,0.0001230476,0.0001870665,0.0004201613,0.0002921947],"domain_scores_gemma":[0.9943334,0.00034479,0.000559568,0.0004359332,0.003690069,0.0006362079],"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":[0.00007225992,0.0000134091,0.01058337,0.0008541924,0.00005083243,0.00007044843,0.0001701085,0.0002836509,0.0001897299,0.0005916493,0.9800406,0.007079751],"study_design_scores_gemma":[0.00007107831,0.000006292126,0.07189411,0.0009967954,0.00006020907,0.00009943852,0.0005310081,0.0002681138,0.0005566525,0.0003461437,0.9251118,0.0000584415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004600843,0.0001302102,0.00002482689,0.00004302276,0.00001283748,0.000008462963,0.9981928,0.00004766879,0.001079921],"genre_scores_gemma":[0.002042093,0.0002908254,0.0002105291,0.00003510934,0.000004666776,0.00004005901,0.9956033,0.00002577677,0.001747644],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03433814,"threshold_uncertainty_score":0.1471031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008566224920403445,"score_gpt":0.1926648280829824,"score_spread":0.184098603162579,"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."}}