{"id":"W6913082261","doi":"10.5284/1007929","title":"St. John's Meadow, Metfield MTF 146","year":2008,"lang":"en","type":"article","venue":"Archaeology Data Service","topic":"Engineering and Material Science Research","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Process (computing); Identification (biology); Focus (optics)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000947224,0.0001527929,0.0002284304,0.0000921448,0.0002107832,0.00001920841,0.002347398,0.0001099313,0.001713565],"category_scores_gemma":[0.000216413,0.0001307446,0.00001925967,0.0003504023,0.0003994858,0.0004970739,0.002323566,0.0001814736,0.001377428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002046962,"about_ca_system_score_gemma":0.00012879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003144136,"about_ca_topic_score_gemma":0.001179299,"domain_scores_codex":[0.998031,0.0001008986,0.0002222628,0.0006051856,0.0003631891,0.000677427],"domain_scores_gemma":[0.9980509,0.000185833,0.0000474771,0.001415655,0.0001004488,0.0001997416],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001104167,0.0001302134,0.002354757,0.0001833175,0.00003088068,0.0004303628,0.003210497,0.000439102,0.964348,0.006775296,0.02049029,0.001496939],"study_design_scores_gemma":[0.002532122,0.0007119772,0.02455827,0.000134152,0.00008238432,0.002273876,0.0007950209,0.01765239,0.3491025,0.01141048,0.5886202,0.002126594],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887594,0.0001603457,0.003268173,0.005019886,0.0008689369,0.000167509,0.0002889363,0.0002419922,0.001224837],"genre_scores_gemma":[0.9862532,0.000249306,0.01113709,0.001397358,0.0002484403,0.00002170203,0.0002580473,0.00002049585,0.0004143897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6152454,"threshold_uncertainty_score":0.9994001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06735206374585657,"score_gpt":0.3049338927487436,"score_spread":0.237581829002887,"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."}}