{"id":"W6949354064","doi":"10.5281/zenodo.14507147","title":"Plastic Pirates Nova Scotia 2024 dataset","year":2025,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Scarabaeidae Beetle Taxonomy and Biogeography","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nova scotia; Sampling (signal processing); Table (database); Nova (rocket)","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":[0.0004302984,0.0007818122,0.0005217512,0.001809354,0.0006443743,0.0009389319,0.001028667,0.0005070601,0.03493344],"category_scores_gemma":[0.002399822,0.0004108601,0.0004881684,0.003355558,0.0002041103,0.0003115121,0.0009884146,0.0005512607,0.01670148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002081001,"about_ca_system_score_gemma":0.004182443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5694544,"about_ca_topic_score_gemma":0.6589113,"domain_scores_codex":[0.9995589,0.00004333783,0.0000447941,0.0001185008,0.0001356261,0.00009891522],"domain_scores_gemma":[0.9984227,0.0001693599,0.0002514649,0.0002534768,0.0007072396,0.0001956605],"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":[0.000182619,0.00002799802,0.02554993,0.000448922,0.00008514563,0.0001219581,0.00006261557,0.0009664891,0.0002982622,0.0005974081,0.965761,0.005897495],"study_design_scores_gemma":[0.0002021703,0.00003602193,0.1834497,0.0003651493,0.00005803815,0.0001349382,0.0002729694,0.001306583,0.0005935432,0.0005099938,0.8130221,0.00004888794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.001289896,0.00005677042,0.00005445903,0.00003973902,0.00001553495,0.0000138773,0.9973912,0.00005210167,0.001086311],"genre_scores_gemma":[0.004746152,0.00005814885,0.0002278035,0.0000376164,0.000006751469,0.00007250557,0.992373,0.00002845664,0.002449403],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4305456,"threshold_uncertainty_score":0.8661623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05799776181815416,"score_gpt":0.254871506087615,"score_spread":0.1968737442694608,"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."}}