{"id":"W4241209001","doi":"10.1080/03090728.2017.1309004","title":"Barrie Trinder, <i>The Industrial Archaeology of Shropshire</i> (2nd edn). Little Logaston: The Logaston Press, 2016. 296 pp., illus. £15 (pb). ISBN 978-1-910939-05-8","year":2017,"lang":"en","type":"article","venue":"Industrial Archaeology Review","topic":"Historical and Cultural Archaeology Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Archaeology; History; Art; Engineering","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.00505697,0.0007285492,0.002017904,0.00007733158,0.003792679,0.00003721355,0.004413544,0.001193097,0.001129876],"category_scores_gemma":[0.007590333,0.0004243641,0.0007156832,0.0004848436,0.03238721,0.000357565,0.002998791,0.002609812,0.0001972303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482329,"about_ca_system_score_gemma":0.001104696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02257014,"about_ca_topic_score_gemma":0.01544673,"domain_scores_codex":[0.9905779,0.004035041,0.001632197,0.00110689,0.000959039,0.001688939],"domain_scores_gemma":[0.993405,0.002089755,0.001713997,0.001846419,0.000495987,0.0004487806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008291885,0.0003364524,0.01012004,0.0002901267,0.0009459098,0.0001766557,0.03210724,0.00000875855,0.00005593202,0.09400252,0.6485127,0.2126145],"study_design_scores_gemma":[0.001829439,0.0005135313,0.0003889503,0.0005673921,0.0004336132,0.00006800499,0.0007850308,0.000001534766,0.00006261175,0.006207469,0.9886931,0.0004493289],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.02120386,0.3216945,0.0001399114,0.6012279,0.01807368,0.007972066,0.0002342475,0.0003243108,0.02912953],"genre_scores_gemma":[0.3834026,0.5413852,0.0003504163,0.01090655,0.018779,0.001457725,0.0001024493,0.0001609166,0.04345513],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.5903214,"threshold_uncertainty_score":0.9998208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1103767499470975,"score_gpt":0.3240776921529379,"score_spread":0.2137009422058404,"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."}}