{"id":"W2141256775","doi":"10.7202/1015742ar","title":"Taking Stock: Perspectives on British Urban History","year":2003,"lang":"en","type":"article","venue":"Urban History Review","topic":"Irish and British Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Urban history; Irish; Positivism; History; Social science; Sociology; Regional science; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009804551,0.0002030303,0.0005083305,0.00006676322,0.000526924,0.00002401683,0.0003013906,0.00009354007,0.006984233],"category_scores_gemma":[0.001517504,0.0002563562,0.0002667475,0.0001643633,0.0006373742,0.0001994179,0.00002335541,0.000284721,0.0002644889],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005420384,"about_ca_system_score_gemma":0.0005551846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001726038,"about_ca_topic_score_gemma":0.0005251465,"domain_scores_codex":[0.9975775,0.0005634492,0.0003322036,0.0005132214,0.0005152356,0.000498326],"domain_scores_gemma":[0.9989781,0.00009305754,0.0002727205,0.0002927489,0.0001850459,0.0001782657],"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":[0.000001669282,0.00008117998,0.000453747,0.0002445369,0.00001938717,0.00004453377,0.007830125,2.434163e-8,0.000001537329,0.005933637,0.9780239,0.007365698],"study_design_scores_gemma":[0.0001350479,0.00004899216,0.0006053364,0.001791293,0.00005810685,0.00000923933,0.001280602,9.166586e-8,3.161767e-7,0.00001460365,0.9957381,0.0003182771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002069366,0.5279034,0.000003393173,0.0001721735,0.0008781749,0.0002881208,0.000002255922,0.0000937452,0.4704518],"genre_scores_gemma":[0.08957057,0.6168111,0.0003181682,0.009115048,0.001441809,0.000228151,0.000007447734,0.0000901225,0.2824176],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1880342,"threshold_uncertainty_score":0.9999889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05234857251526754,"score_gpt":0.284787936597978,"score_spread":0.2324393640827104,"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."}}