{"id":"W7047528860","doi":"","title":"Front cover & preliminary pages (Journal of Irish Urban Studies, Vol.1 (No. 1), 2002","year":2002,"lang":"en","type":"article","venue":"Arrow@dit (Dublin Institute of Technology)","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Front cover; Front (military); Cover (algebra); Quarter (Canadian coin)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003356677,0.0003170378,0.0007622092,0.0005025736,0.0001679465,0.00002815543,0.000986379,0.0002167028,0.001745817],"category_scores_gemma":[0.0003281326,0.0002817852,0.0002740548,0.0005202199,0.0009253008,0.0005880584,0.0003667151,0.0007874039,0.0009627516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001369704,"about_ca_system_score_gemma":0.0002143513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000274893,"about_ca_topic_score_gemma":0.000002130709,"domain_scores_codex":[0.9977931,0.00004021656,0.0008341188,0.0003643184,0.0004491823,0.0005190772],"domain_scores_gemma":[0.9971253,0.00007296507,0.0005992965,0.0007126808,0.001366169,0.0001235656],"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":[0.00007602984,0.0005598686,0.01015573,0.00005955588,0.0007225857,0.00002128148,0.0003462811,0.00008335449,0.001400891,0.004960125,0.945637,0.03597733],"study_design_scores_gemma":[0.003170278,0.000515864,0.0002892353,0.0003901864,0.0002008482,0.00002067411,0.001101535,0.003333113,0.01092975,0.01202334,0.9673251,0.0007000552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.934665,0.009487439,0.0113594,0.002022862,0.004230074,0.0007453753,0.0001625087,0.0001820583,0.03714531],"genre_scores_gemma":[0.98615,0.0005860579,0.002650274,0.00004146788,0.0008498774,0.00002858144,0.00001485336,0.00003587355,0.009643002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05148504,"threshold_uncertainty_score":0.9999634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04273308149379734,"score_gpt":0.2903234006706444,"score_spread":0.247590319176847,"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."}}