{"id":"W6931697037","doi":"10.5284/1023152","title":"Archaeological Desk Based Assessment and Evaluation of Land at Union Lane, Brampton, Cumbria","year":2003,"lang":"en","type":"article","venue":"Archaeology Data Service","topic":"Transportation Systems and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Desk; Land use; Excavation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004840202,0.0001318875,0.0001388456,0.003111074,0.00106717,0.0007914286,0.0003674545,0.0002448602,0.003530875],"category_scores_gemma":[0.001603753,0.0002158566,0.00007473768,0.002235636,0.000533687,0.0004574872,0.0008856255,0.0002433089,0.0009112678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001395348,"about_ca_system_score_gemma":0.0007652536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06361103,"about_ca_topic_score_gemma":0.279718,"domain_scores_codex":[0.999561,0.000134716,0.00002643964,0.00005839646,0.0001608351,0.00005854284],"domain_scores_gemma":[0.9992862,0.0001209038,0.00009820565,0.00006714176,0.000341177,0.00008645238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001037613,0.000424663,0.7394664,0.0003268452,0.00005155896,0.002838894,0.0440193,0.002541957,0.02139235,0.0009961835,0.008561153,0.178343],"study_design_scores_gemma":[0.00001565507,0.0001965191,0.9491867,0.0000578458,0.00002133743,0.0003989382,0.0287047,0.002292929,0.003628393,0.0001148035,0.01536361,0.00001848806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920879,0.00005275409,0.0002939576,0.00005250574,0.000003793878,0.00005172234,0.000948749,0.00001620744,0.006492476],"genre_scores_gemma":[0.9874297,0.0001537343,0.002078492,0.00003048558,0.000005047562,0.000071657,0.001172778,0.00001854287,0.009039545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06361103,"threshold_uncertainty_score":0.1264815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07607990554059166,"score_gpt":0.318321280669791,"score_spread":0.2422413751291993,"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."}}