{"id":"W7058485600","doi":"","title":"No Kidding! Analysis of Leather from the Roman Fort of Vindolanda, UK.","year":2024,"lang":"en","type":"article","venue":"TeesRep (Teesside University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Assemblage (archaeology); Frontier; Period (music); Faunal assemblage; Archaeological evidence","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":[0.0002301169,0.000283512,0.0002115551,0.003496846,0.001193286,0.000876851,0.0003316597,0.0003997537,0.00818489],"category_scores_gemma":[0.0004868648,0.0002596019,0.0002892695,0.002646235,0.0005854649,0.000254617,0.0009103561,0.0002595999,0.003369753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007915244,"about_ca_system_score_gemma":0.0002999467,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1058066,"about_ca_topic_score_gemma":0.3351909,"domain_scores_codex":[0.9997465,0.00002320646,0.00001774936,0.00006807764,0.00007160376,0.00007277673],"domain_scores_gemma":[0.999521,0.00005593388,0.0001024856,0.0000395743,0.0002328947,0.00004804726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008979981,0.00007591039,0.7221949,0.0008170403,0.0001574184,0.01409877,0.03127474,0.0003244189,0.09810814,0.0007694733,0.01386129,0.1174199],"study_design_scores_gemma":[0.000001997511,0.00002691196,0.9690052,0.00006824827,0.00001226706,0.000829247,0.005595766,0.00005529787,0.001039974,0.0000231322,0.02333472,0.000007293422],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9672644,0.001467114,0.0007574479,0.0001473319,0.00006931354,0.00005417587,0.009336427,0.0000314229,0.02087235],"genre_scores_gemma":[0.9319422,0.001459011,0.003258477,0.0002219192,0.00003689417,0.00007462557,0.01110015,0.0001355929,0.05177113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1058066,"threshold_uncertainty_score":0.2103815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008654273649092672,"score_gpt":0.2225380225293317,"score_spread":0.213883748880239,"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."}}