{"id":"W7083003238","doi":"10.5281/zenodo.17188309","title":"aluisayala/fossil-ledger: fossil tags","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Fuzzy and Soft Set Theory","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health","funders":"","keywords":"Fossil Record; Fossil fuel; Computation; Cognition; Tone (literature); Compression (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.003217975,0.0003903298,0.0005437404,0.001326137,0.00200763,0.002368865,0.004614934,0.0003858775,0.247649],"category_scores_gemma":[0.008163569,0.0003489681,0.0002258457,0.00164733,0.0005264811,0.0002044075,0.002701226,0.0006551688,0.1078572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001464258,"about_ca_system_score_gemma":0.00002822852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004001961,"about_ca_topic_score_gemma":0.000001879523,"domain_scores_codex":[0.9945705,0.001250904,0.0006715491,0.001212299,0.001669498,0.0006252534],"domain_scores_gemma":[0.9962388,0.0003076771,0.0004056618,0.001851999,0.0008650919,0.0003307762],"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":[0.00003539557,0.00007916863,0.000001237654,0.0000362768,0.00005308482,0.00002379888,0.0003000089,0.000004152561,0.00005022698,0.01592774,0.7970002,0.1864887],"study_design_scores_gemma":[0.0004333309,0.00009498703,0.00005685355,0.0001211346,0.00002399559,0.00003090762,0.0002869533,0.00004941426,0.00004642327,0.008136246,0.9903675,0.0003522772],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003576928,0.001240822,0.00356504,0.0007370125,0.0007640021,0.0005209309,0.0008662235,0.001638661,0.9906315],"genre_scores_gemma":[0.0039984,0.0002436706,0.0002605624,0.000298207,0.0006407114,7.42234e-8,0.0005599603,0.005372605,0.9886258],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1933673,"threshold_uncertainty_score":0.9998962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0729710410139496,"score_gpt":0.3270284992467019,"score_spread":0.2540574582327523,"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."}}