{"id":"W6892483488","doi":"10.5281/zenodo.10167063","title":"Clusiota impressicollis","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; Agriculture and Agri-Food Canada; Canadian Forest Service","funders":"","keywords":"Malaise; Balsam; Table (database); Snag; Habitat","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001191604,0.001429703,0.0004214907,0.003968451,0.00112906,0.0004788059,0.0009006607,0.0006655029,0.03516819],"category_scores_gemma":[0.0003822903,0.0003047219,0.0002955457,0.00187581,0.000426725,0.0009956468,0.00107698,0.0006841583,0.02488361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008839424,"about_ca_system_score_gemma":0.0002127831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01648191,"about_ca_topic_score_gemma":0.03500262,"domain_scores_codex":[0.9997793,0.00002322093,0.0000215961,0.00008518988,0.00005714372,0.0000336443],"domain_scores_gemma":[0.9998148,0.00001867226,0.00007707144,0.00002067378,0.00004194563,0.00002678112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005812771,0.0003092789,0.03095261,0.001085591,0.00009695013,0.004132649,0.001840848,0.001091883,0.07614867,0.002563404,0.04247348,0.8387232],"study_design_scores_gemma":[0.0001069849,0.0003653112,0.4015126,0.0007792959,0.0001139762,0.004988431,0.001599977,0.0007384552,0.007761627,0.001083403,0.5809007,0.00004922306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2736996,0.02574278,0.007467788,0.001930017,0.001302735,0.001358353,0.01689898,0.002081032,0.6695187],"genre_scores_gemma":[0.7877616,0.007134752,0.008039494,0.001083103,0.0003967032,0.0005015688,0.01273266,0.0001735559,0.1821766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03516819,"threshold_uncertainty_score":0.1176494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04280031269576342,"score_gpt":0.2273741954833794,"score_spread":0.184573882787616,"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."}}