{"id":"W4252868741","doi":"10.1016/s0277-3791(00)00020-2","title":"Skinflint dating","year":2001,"lang":"en","type":"article","venue":"Quaternary Science Reviews","topic":"Paleopathology and ancient diseases","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Artifact (error); Geology; Sediment; Particle (ecology); Mineralogy; Archaeology; Paleontology; Oceanography; Geography; Biology","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008633975,0.00009498517,0.0001545524,0.0001065069,0.000568976,0.0001369536,0.000394163,0.000009794086,0.002602471],"category_scores_gemma":[0.0001295792,0.00006558924,0.00006803766,0.0001215154,0.0007880052,0.0006127534,0.00005597343,0.00006243865,0.00230724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001416177,"about_ca_system_score_gemma":0.00003950886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001821681,"about_ca_topic_score_gemma":0.00001378186,"domain_scores_codex":[0.9990032,0.00004704322,0.0002394393,0.0002514923,0.0001708817,0.000287891],"domain_scores_gemma":[0.999507,0.00001734772,0.0000985982,0.0002393175,0.00004157802,0.00009618687],"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":[0.00002432941,0.000355905,0.147408,0.0001611255,0.000008231915,0.0003468463,0.01946322,0.000008101908,0.004456249,0.3058032,0.009698565,0.5122662],"study_design_scores_gemma":[0.00005545837,0.00003462976,0.002029236,0.00009896733,0.000006794301,0.00002249305,0.0002242314,0.0002341815,0.00005009856,0.0008106975,0.9963095,0.0001237279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6974596,0.009337175,0.0001071819,0.000345564,0.001081794,0.0002484881,0.000005067195,0.00008946974,0.2913256],"genre_scores_gemma":[0.9808726,0.003316836,0.0002098072,0.001369168,0.000564465,0.00002620789,0.000003947534,0.000005695532,0.01363131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9866109,"threshold_uncertainty_score":0.9984696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1077604731153386,"score_gpt":0.3216456401631448,"score_spread":0.2138851670478062,"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."}}