{"id":"W6894212933","doi":"10.5284/1134643","title":"Watching Brief at Bradford Road, Halifax, West Yorkshire","year":2024,"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":"","funders":"","keywords":"West Yorkshire; Coring; Sample (material); Work (physics); North west; Window (computing)","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":[0.0007078887,0.0002178568,0.0003020281,0.00006691289,0.001288784,0.00002539976,0.001629278,0.0002113896,0.0009240307],"category_scores_gemma":[0.0002117644,0.0001760358,0.00006296419,0.0006050654,0.001558527,0.0005784884,0.003514288,0.0004152303,0.001729726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001734239,"about_ca_system_score_gemma":0.0001263474,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05206097,"about_ca_topic_score_gemma":0.4333277,"domain_scores_codex":[0.9974931,0.0003554944,0.000285995,0.000811603,0.0003199099,0.0007338971],"domain_scores_gemma":[0.998552,0.0004426603,0.00004960052,0.0006592723,0.00008368673,0.0002127581],"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":[0.0001175243,0.0001109247,0.02777634,0.0002984906,0.0005510165,0.0007311307,0.4738779,0.00001309049,0.0002719753,0.2165801,0.1389024,0.1407691],"study_design_scores_gemma":[0.0001174106,0.00002829322,0.004061829,0.00003696953,0.00005028404,0.00003747387,0.003043165,0.0003038962,0.000005136906,0.008348753,0.9837269,0.0002398888],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4139292,0.01517714,0.0003407049,0.5206869,0.00434078,0.0005598217,0.0006439158,0.001301368,0.04302015],"genre_scores_gemma":[0.9639527,0.002067827,0.001410681,0.009472652,0.001359951,0.00004428247,0.001172648,0.00003525036,0.02048401],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8448246,"threshold_uncertainty_score":0.9999893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05902739871211311,"score_gpt":0.3212530121612804,"score_spread":0.2622256134491673,"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."}}