{"id":"W7135316314","doi":"","title":"Diseño del refuerzo estructural para el tramo: Quebradas - San Isidro de Heredia Municipalidad de San Isidro","year":2003,"lang":"es","type":"other","venue":"Investigative News in Education (Universidad de Costa Rica)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); 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","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001392029,0.002850287,0.00242393,0.004208582,0.0008738931,0.0007790821,0.003340577,0.00260079,0.008404275],"category_scores_gemma":[0.002930121,0.003583108,0.0008010122,0.006286769,0.004788294,0.001840516,0.0004359423,0.004017855,0.002406691],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0181133,"about_ca_system_score_gemma":0.02053494,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02946264,"about_ca_topic_score_gemma":0.01877194,"domain_scores_codex":[0.9840974,0.005683932,0.0018031,0.003199648,0.001615591,0.003600358],"domain_scores_gemma":[0.9882563,0.001284278,0.003080763,0.003203658,0.0007331387,0.003441839],"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":[0.0004821786,0.002239614,0.1790013,0.0006805982,0.001207122,0.0004108849,0.05849614,0.001015205,0.01623525,0.04217426,0.6906149,0.007442514],"study_design_scores_gemma":[0.006520196,0.0006855903,0.3580936,0.004539401,0.001774416,0.0005562398,0.1166906,0.001297308,0.003683071,0.06350051,0.4357037,0.006955451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8164647,0.004467484,0.000252303,0.003361832,0.001723289,0.003407403,0.001456804,0.0005928295,0.1682734],"genre_scores_gemma":[0.7714066,0.002317376,0.08102274,0.007604104,0.002220697,0.0006788434,0.002905091,0.004006081,0.1278385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2549112,"threshold_uncertainty_score":0.9991329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02789489309346012,"score_gpt":0.3180859496826043,"score_spread":0.2901910565891442,"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."}}