{"id":"W7039567008","doi":"","title":"Metal and body condition assessment in aquatic furbearers from the Porcupine River system, Timmins, Ontario","year":2022,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Silk-based biomaterials and applications","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metal working; Natural (archaeology); Filter (signal processing); Lacertidae","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002172393,0.0002779579,0.000374509,0.000238763,0.000407364,0.0001297314,0.000433855,0.0001522312,0.003166674],"category_scores_gemma":[0.000005751112,0.0002581889,0.00009562732,0.0003182893,0.00009711017,0.0001909222,0.0001000811,0.0002486754,0.00007072093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006329602,"about_ca_system_score_gemma":0.0002940037,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06044473,"about_ca_topic_score_gemma":0.2721513,"domain_scores_codex":[0.998255,0.0002335157,0.0003029771,0.0005728856,0.0003860726,0.0002496194],"domain_scores_gemma":[0.9990439,0.00008180126,0.0003595593,0.0003942906,0.00003887076,0.00008152736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007435443,0.0008830629,0.007304794,0.0006034104,0.0005955218,0.0007196786,0.01921744,0.0001036389,0.9342656,0.02906197,0.005706904,0.0007944173],"study_design_scores_gemma":[0.01058594,0.0007946025,0.4834643,0.001808734,0.005332508,0.00005256582,0.2625264,0.0007841586,0.06236318,0.0008153929,0.1673201,0.004152072],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958364,0.0001279555,0.0001006538,0.00009239873,0.0009100381,0.0006090239,0.0006106392,0.00007061889,0.001642284],"genre_scores_gemma":[0.9792569,0.00002176492,0.0002468807,0.00002938759,0.0000648834,0.00001932432,0.0128054,0.00002518797,0.007530288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8719024,"threshold_uncertainty_score":0.999987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007697218769755689,"score_gpt":0.2217680402726292,"score_spread":0.2140708215028735,"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."}}