{"id":"W6910284829","doi":"10.3897/zookeys.179.2581.map19","title":"Map 19 from: Webster R, Sweeney J, DeMerchant I (2012) New Coleoptera records for New Brunswick, Canada: Kateretidae, Nitidulidae, Cerylonidae, Endomychidae, Coccinellidae, and Latridiidae. ZooKeys 179: 193-214. https://doi.org/10.3897/zookeys.179.2581","year":2012,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Data collection; Identification (biology); Natural (archaeology); Table (database)","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":[0.0002601661,0.001153562,0.000752712,0.003303851,0.0009025782,0.002669486,0.001264944,0.0008019109,0.7738864],"category_scores_gemma":[0.002359117,0.0004500212,0.0005883539,0.00647405,0.0005399025,0.001978582,0.00132046,0.00136217,0.630645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567687,"about_ca_system_score_gemma":0.003751986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1559476,"about_ca_topic_score_gemma":0.2619779,"domain_scores_codex":[0.9997314,0.00002046375,0.00001827848,0.00004194878,0.0001247976,0.00006316106],"domain_scores_gemma":[0.9988468,0.0001241066,0.00006505404,0.000096308,0.0006773656,0.000190418],"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":[0.0000208632,0.000009012741,0.0002478606,0.0002803145,0.000003843049,0.00004806036,0.00005988852,0.00004020939,0.00008474348,0.0003275349,0.9821816,0.01669611],"study_design_scores_gemma":[0.0000116355,0.000003200905,0.001808887,0.0001777799,0.000003186981,0.00005638236,0.0000786984,0.00003309958,0.00007438051,0.0002106822,0.9975356,0.000006375279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006933549,0.001040898,0.0008771204,0.0007384921,0.0007315191,0.0002212811,0.3846947,0.002516267,0.6084862],"genre_scores_gemma":[0.005965943,0.002856857,0.003633902,0.0003891951,0.0002602653,0.000337802,0.346616,0.002752373,0.6371877],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8440524,"threshold_uncertainty_score":0.3225235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05018805512076934,"score_gpt":0.2078965712817773,"score_spread":0.157708516161008,"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."}}