{"id":"W2205909448","doi":"10.15517/isucr.v16i34.22571","title":"PROPUESTA DE AUTOMATIZACIÓN EN BODEGA DE PRODUCTO TERMINADO EN INDUSTRIA MANUFACTURERA DE PRODUCTOS DE HIGIENE PERSONAL EN COSTA RICA","year":2015,"lang":"es","type":"article","venue":"InterSedes","topic":"Business, Innovation, and Economy","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Actua","funders":"","keywords":"Humanities; Art; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002782095,0.0005600987,0.0007812712,0.0006381652,0.0001953007,0.0006099647,0.0008117384,0.0006056788,0.0003712575],"category_scores_gemma":[0.001486434,0.0006499062,0.0001635489,0.0004788979,0.0002075517,0.0008902627,0.0002160614,0.0007735932,0.0003112847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002755073,"about_ca_system_score_gemma":0.001306957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902094,"about_ca_topic_score_gemma":0.00007857895,"domain_scores_codex":[0.9964371,0.0001811705,0.001077127,0.001011044,0.0001080732,0.001185442],"domain_scores_gemma":[0.9979528,0.0001470317,0.0006881382,0.000664658,0.0001988261,0.0003485138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000198019,0.0004695428,0.9188629,0.0005052015,0.0003082194,0.00005924641,0.02994834,0.0001599963,0.0004648988,0.002225282,0.035665,0.01113335],"study_design_scores_gemma":[0.002413536,0.0004401325,0.6837902,0.0005116485,0.0001207865,0.0005019496,0.004482346,0.009561763,0.01177311,0.008122441,0.2764781,0.001803896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868865,0.000665263,0.001673,0.005579272,0.0009338479,0.0007991552,0.0002822669,0.0001647123,0.003015972],"genre_scores_gemma":[0.9902632,0.0001350539,0.003916581,0.0009531205,0.002007219,0.0001541341,0.00008325448,0.0001115216,0.002375902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2408132,"threshold_uncertainty_score":0.9995952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03201022981287374,"score_gpt":0.2485922218711168,"score_spread":0.2165819920582431,"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."}}