{"id":"W7135339515","doi":"","title":"Propuesta de una mejora financiera para la optimización del margen de utilidad neta del Servicentro Ecológico El Labrador","year":2023,"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); Order (exchange); Capital (architecture); Limiting","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.002190794,0.00226745,0.001959638,0.00399246,0.0008301093,0.0008840839,0.003132201,0.002260579,0.002353982],"category_scores_gemma":[0.002797218,0.002896096,0.0005657159,0.008333838,0.002621397,0.001538959,0.0008372194,0.002958444,0.006240147],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01381029,"about_ca_system_score_gemma":0.03067997,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02340443,"about_ca_topic_score_gemma":0.01002839,"domain_scores_codex":[0.986625,0.004344184,0.0014464,0.002968597,0.001333373,0.003282498],"domain_scores_gemma":[0.9898078,0.001645489,0.002546218,0.002457683,0.001140799,0.002402004],"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":[0.000771018,0.004905459,0.1947573,0.001847468,0.001482539,0.0008460087,0.05476482,0.01324709,0.006273202,0.03217768,0.6719546,0.0169728],"study_design_scores_gemma":[0.006154702,0.0004748878,0.4081023,0.006642791,0.00133557,0.0001831742,0.04160088,0.02364056,0.00102968,0.0177402,0.4880534,0.00504184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8640604,0.004981284,0.001877149,0.01689919,0.002301673,0.01063801,0.00489344,0.002839082,0.09150975],"genre_scores_gemma":[0.2140723,0.01426501,0.3363691,0.01453534,0.003917014,0.003649006,0.005943,0.01496902,0.3922802],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6499881,"threshold_uncertainty_score":0.9993418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347643938579713,"score_gpt":0.3066025004196095,"score_spread":0.2831260610338123,"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."}}