{"id":"W6950603843","doi":"10.5284/1099377","title":"Holy Trinity, Peak Dale: Heritage Impact Assessment and Historic Building Appraisal","year":2019,"lang":"en","type":"article","venue":"Archaeology Data Service","topic":"Landscape and Cultural Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Heritage College","funders":"","keywords":"Impact assessment; Industrial heritage; Cultural heritage; Environmental impact assessment; World heritage; Cultural heritage management","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002099056,0.0001845435,0.0002807103,0.00004302553,0.0002474764,0.00005189426,0.0005510291,0.00004625713,0.001334955],"category_scores_gemma":[0.00001271213,0.0001275656,0.00003137289,0.00004747052,0.0001750099,0.0005193918,0.001558881,0.0001980299,0.000119072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003421062,"about_ca_system_score_gemma":0.00003194986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003142694,"about_ca_topic_score_gemma":0.007043805,"domain_scores_codex":[0.9989039,0.0000695869,0.0001795824,0.0003986301,0.0001372435,0.0003110581],"domain_scores_gemma":[0.9990388,0.0001882021,0.0000793302,0.000553627,0.00007000277,0.00007000782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002837658,0.0003987722,0.4609086,0.000764565,0.00136573,0.00009565485,0.2057285,0.00001401012,0.002847245,0.2510214,0.06644484,0.01012693],"study_design_scores_gemma":[0.001248163,0.00032426,0.1748748,0.00003023686,0.0001059315,0.00004693518,0.008565304,0.000559986,0.000005283465,0.001349716,0.8124354,0.0004540011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9840726,0.00105153,0.000008807848,0.00252848,0.000701915,0.0001692031,0.0002443324,0.0000733153,0.01114985],"genre_scores_gemma":[0.9966813,0.0001651581,0.0002250264,0.0009430724,0.000384523,0.000009569996,0.0005047898,0.0000147584,0.001071851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7459905,"threshold_uncertainty_score":0.9995779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05746168463447454,"score_gpt":0.3302420339447512,"score_spread":0.2727803493102766,"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."}}