{"id":"W2124897698","doi":"10.9750/psas.130.469.489","title":"Excavations on the Roman temporary camps at the Three Bridges, Camelon, Falkirk","year":2002,"lang":"en","type":"article","venue":"Proceedings of the Society of Antiquaries of Scotland","topic":"Ancient and Medieval Archaeology Studies","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Selkirk College","funders":"","keywords":"Excavation; Archaeology; Art; Ancient history; History","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":[0.0006597909,0.0003529945,0.0003596447,0.001453717,0.003565469,0.001020209,0.0006916164,0.0004611447,0.008545737],"category_scores_gemma":[0.001076326,0.0003339495,0.0002391839,0.001328564,0.00245126,0.0004076195,0.002202371,0.0004393665,0.0009032501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002714996,"about_ca_system_score_gemma":0.00242171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0375822,"about_ca_topic_score_gemma":0.2511895,"domain_scores_codex":[0.9995559,0.00006886777,0.00001410718,0.00008976218,0.0000901877,0.0001812314],"domain_scores_gemma":[0.9997239,0.0000293877,0.000076319,0.0000200632,0.00006426771,0.00008619406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003021243,0.0006006795,0.3737914,0.001273086,0.000152483,0.0576127,0.1823195,0.001126167,0.04787139,0.01018839,0.02162138,0.3004215],"study_design_scores_gemma":[0.0001393789,0.000783909,0.8796635,0.0004256426,0.00003838181,0.003493587,0.04601033,0.00008924386,0.001316643,0.0002524623,0.06774075,0.00004618661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776683,0.0004700341,0.0002274061,0.0002377264,0.0000210222,0.0001239325,0.0003121766,0.00001382738,0.0209256],"genre_scores_gemma":[0.9778572,0.0004697946,0.0008596107,0.0001137447,0.00001667233,0.00009784522,0.0004567947,0.00001661253,0.02011163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0375822,"threshold_uncertainty_score":0.07472688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03935626200694628,"score_gpt":0.210878021979875,"score_spread":0.1715217599729287,"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."}}