{"id":"W6997442248","doi":"","title":"Welsh index of production and construction 3rd quarter 2000","year":2001,"lang":"en","type":"other","venue":"OpenGrey (Institut de l'Information Scientifique et Technique)","topic":"Railway Systems and Materials Science","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Welsh; Quarter (Canadian coin); Index (typography); Production (economics)","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"],"consensus_categories":[],"category_scores_codex":[0.00119564,0.0002614831,0.0003283207,0.0007012329,0.00007888762,0.0002711307,0.0002474175,0.0003404463,0.0005260868],"category_scores_gemma":[0.00007205104,0.0002555432,0.00004591692,0.0004328317,0.0002423694,0.001487921,0.00004871182,0.0001919987,0.00005916292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001267774,"about_ca_system_score_gemma":0.0001481894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000430064,"about_ca_topic_score_gemma":0.0002907682,"domain_scores_codex":[0.9985439,0.00005040457,0.000561276,0.0002426605,0.0003421307,0.0002596068],"domain_scores_gemma":[0.9990501,0.000007564459,0.0003116396,0.0004144516,0.0001224194,0.00009376991],"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":[0.00001720976,0.00003515977,0.0003569972,0.004171113,0.00006096592,0.000005701554,0.002624982,0.00209862,0.03391445,0.004218917,0.8955201,0.05697581],"study_design_scores_gemma":[0.0001584325,0.000016229,0.00009586576,0.001458833,0.00001363517,0.0001312257,0.0001580971,0.0009162931,0.03606576,0.0001265221,0.9604596,0.0003994308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002875972,0.0001603234,0.3369558,0.0001346948,0.004378401,0.006944736,0.0001475394,0.001290753,0.6471117],"genre_scores_gemma":[0.3943802,0.00586337,0.2037662,0.0005009443,0.001766414,0.006845866,0.0008434186,0.001122331,0.3849113],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3915042,"threshold_uncertainty_score":0.9999897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009281350716879008,"score_gpt":0.224932498895124,"score_spread":0.215651148178245,"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."}}