{"id":"W6947484254","doi":"10.3897/zookeys.179.2466.map12","title":"Map 12 from: Webster R, Sweeney J, DeMerchant I (2012) New Coleoptera records from New Brunswick, Canada: Sphindidae, Erotylidae, Monotomidae, and Cryptophagidae. ZooKeys 179: 169-192. https://doi.org/10.3897/zookeys.179.2466","year":2012,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Taxonomy (biology); Nearctic ecozone; Fauna; Key (lock); Species identification","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003586209,0.001105164,0.0006710188,0.003455737,0.0009632821,0.001764922,0.001309405,0.0005805256,0.5272422],"category_scores_gemma":[0.001947379,0.000467098,0.0004576687,0.007624048,0.0003546503,0.000975844,0.0009112465,0.0009541838,0.2641979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002892715,"about_ca_system_score_gemma":0.007958689,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5777699,"about_ca_topic_score_gemma":0.7215016,"domain_scores_codex":[0.9996834,0.00002047209,0.00001937305,0.0000504086,0.0001177785,0.0001086396],"domain_scores_gemma":[0.9984855,0.00008494764,0.00009711037,0.00007924617,0.001023391,0.0002298044],"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":[0.00004045128,0.00001588032,0.001807695,0.0005258339,0.000009125791,0.00006861814,0.0001276305,0.00005846952,0.0002302253,0.000269629,0.9802492,0.01659729],"study_design_scores_gemma":[0.00005330165,0.000009718244,0.01909032,0.0004575682,0.00001017151,0.00008336083,0.0003901959,0.0001162466,0.0001694311,0.0001392848,0.9794658,0.00001437765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001613423,0.0006668904,0.0003825129,0.0004273723,0.0003823678,0.0002978308,0.8529208,0.0009716588,0.1423371],"genre_scores_gemma":[0.009217695,0.001684635,0.002796851,0.0002475036,0.0001023051,0.0004586499,0.789708,0.0007936835,0.1949906],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5272422,"threshold_uncertainty_score":0.8494333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03093244609535166,"score_gpt":0.2174378091523684,"score_spread":0.1865053630570168,"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."}}