{"id":"W6931578684","doi":"10.5284/1078666","title":"Archaeological Excavation at Prince Albert School, Perry Barr, Birmingham","year":2019,"lang":"en","type":"article","venue":"Archaeology Data Service","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Excavation; Assemblage (archaeology); Period (music); Archaeological science","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":["metaresearch","open_science","insufficient_payload"],"consensus_categories":["open_science","insufficient_payload"],"category_scores_codex":[0.008784903,0.0003096664,0.0006409136,0.0005938205,0.0002340199,0.0000504684,0.006069425,0.0002946483,0.005885744],"category_scores_gemma":[0.05900138,0.0002278048,0.00007846303,0.002618798,0.0004692155,0.0008593606,0.01272996,0.0005425819,0.007128314],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006950284,"about_ca_system_score_gemma":0.0001307677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008330473,"about_ca_topic_score_gemma":0.001342817,"domain_scores_codex":[0.9938521,0.001227043,0.001008937,0.001924609,0.001175869,0.0008114262],"domain_scores_gemma":[0.9640171,0.03013852,0.0005205395,0.004567576,0.0004263651,0.0003299183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001317744,0.00004596509,0.9682673,0.00002018119,0.00003065081,0.00002713597,0.0006441711,0.0001379345,0.00099618,0.002330001,0.004321113,0.02304762],"study_design_scores_gemma":[0.0007526651,0.000179878,0.6545709,0.00002291868,0.0000157605,0.0002397881,0.000596407,0.01113127,0.00009545211,0.03688448,0.2951232,0.0003872702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699201,0.0004301542,0.006753593,0.0139514,0.001363032,0.0004405332,0.00008154134,0.0001657513,0.006893901],"genre_scores_gemma":[0.8833557,0.0001708876,0.09632965,0.009827496,0.0003289934,0.00002838368,0.0003806179,0.0000361235,0.009542179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3136964,"threshold_uncertainty_score":0.9993082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4063888603147188,"score_gpt":0.4476672108238813,"score_spread":0.04127835050916256,"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."}}