{"id":"W6968862815","doi":"10.5284/1111774","title":"Watching Brief at Langford Mill Eel Screen","year":2021,"lang":"en","type":"article","venue":"Archaeology Data Service","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Excavation; Natural (archaeology); Foundation (evidence); Mill; Colluvium; Terrace (agriculture); Topsoil","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004487953,0.0001433329,0.0002656061,0.00002627873,0.00107232,0.000006727611,0.001112178,0.0001460167,0.0007365127],"category_scores_gemma":[0.0003886362,0.0001239915,0.00004303099,0.0003919859,0.0009461426,0.0002679693,0.004353278,0.0002362631,0.0005488733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009364676,"about_ca_system_score_gemma":0.0001146247,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02849132,"about_ca_topic_score_gemma":0.5165172,"domain_scores_codex":[0.9979706,0.0004153513,0.0002062999,0.0005792083,0.0002544169,0.0005741615],"domain_scores_gemma":[0.9985425,0.0003556845,0.00006295024,0.0006723731,0.0001950664,0.000171361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001892553,0.0002753123,0.2313816,0.0001289492,0.0006499386,0.001205074,0.3782745,0.00001399796,0.001693019,0.1763695,0.1771234,0.03269539],"study_design_scores_gemma":[0.0002267482,0.00001575128,0.01200022,0.00000907782,0.00003190158,0.00002694651,0.003583073,0.00003261596,0.00003581294,0.006406352,0.9774538,0.000177725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5534306,0.00516183,0.0003507192,0.3797489,0.001214191,0.0002889661,0.0005525551,0.0003650518,0.05888716],"genre_scores_gemma":[0.8226789,0.005575547,0.01783767,0.07444317,0.002325337,0.00005822402,0.006041332,0.00006256536,0.07097731],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8003304,"threshold_uncertainty_score":0.9779781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07129323544010949,"score_gpt":0.3195921087539869,"score_spread":0.2482988733138774,"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."}}