{"id":"W6929902112","doi":"10.5281/zenodo.10167231","title":"Gyrophaena subnitens Casey","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":"Woodland; Table (database); Habitat; Spring (device)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001797376,0.0007996575,0.0004961463,0.001718987,0.0014244,0.0004304765,0.0007456139,0.0006101665,0.02679036],"category_scores_gemma":[0.0005136048,0.0002509924,0.0001885497,0.001006437,0.001112491,0.0014065,0.00119602,0.0007378345,0.01219472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008661938,"about_ca_system_score_gemma":0.0004050923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01417627,"about_ca_topic_score_gemma":0.02950788,"domain_scores_codex":[0.9997061,0.00003157671,0.00002752342,0.00012301,0.00007764022,0.00003418492],"domain_scores_gemma":[0.9998423,0.00002805634,0.00005903312,0.00002125354,0.00003095674,0.00001843067],"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":[0.0006685672,0.0002226225,0.02621388,0.00114836,0.00004808542,0.004486977,0.002137797,0.001257971,0.01968006,0.01274784,0.06198419,0.8694037],"study_design_scores_gemma":[0.0001691173,0.0003873671,0.148674,0.0005328525,0.00007115132,0.006466717,0.001234665,0.0006432318,0.001794273,0.004119305,0.835872,0.0000353316],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.249798,0.02707361,0.006482079,0.001678413,0.001767755,0.001178818,0.007751258,0.001123319,0.7031468],"genre_scores_gemma":[0.9016724,0.007893841,0.007455088,0.001104635,0.0005296032,0.0003556503,0.006332218,0.00009355275,0.07456303],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02679036,"threshold_uncertainty_score":0.08962268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05100208010327129,"score_gpt":0.22579851591966,"score_spread":0.1747964358163888,"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."}}