{"id":"W7043788727","doi":"","title":"Welsh index of production and construction 3rd quarter 2002","year":2003,"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":"Quarter (Canadian coin); Welsh; 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":[0.001333711,0.0002615595,0.0003247813,0.0006455213,0.00007821074,0.0002586577,0.0002033468,0.0003374991,0.0007179683],"category_scores_gemma":[0.00009492636,0.0002560018,0.00004594475,0.0003852037,0.0002400472,0.001371366,0.00003756234,0.0001900195,0.00007573659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009013819,"about_ca_system_score_gemma":0.0001109779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001289148,"about_ca_topic_score_gemma":0.0001473432,"domain_scores_codex":[0.9985937,0.00006342279,0.0005520553,0.0002434461,0.0002948363,0.0002525148],"domain_scores_gemma":[0.9990897,0.000007200713,0.0003168793,0.0003685954,0.0001255389,0.00009206797],"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":[0.000007549642,0.0000193778,0.00008849433,0.002711661,0.00003499249,0.000001614717,0.0007866898,0.0006756858,0.0176419,0.004364428,0.958287,0.01538064],"study_design_scores_gemma":[0.0001449238,0.00001397439,0.00005569654,0.0009691821,0.00001247524,0.00008976393,0.00009605746,0.0006272072,0.04252756,0.00009669803,0.9549989,0.0003676338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007648536,0.00009752879,0.2355475,0.00007559403,0.003845328,0.005180469,0.0001157024,0.0007490876,0.7536239],"genre_scores_gemma":[0.2404886,0.004027274,0.2542394,0.0006450994,0.001163967,0.007528087,0.0006466472,0.001215329,0.4900457],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2635782,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009406918294410833,"score_gpt":0.2221594569838042,"score_spread":0.2127525386893933,"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."}}