{"id":"W644149291","doi":"","title":"SISTEMA AUTOMATIZADO PARA BANCO DE PRUEBA DE LOCOMOTORAS (BPLW)","year":2002,"lang":"es","type":"article","venue":"","topic":"Environmental and Ecological Studies","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Engineering; Art","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001730838,0.0003326368,0.0004253899,0.00002823851,0.0003157882,0.00009039904,0.0002607068,0.0002614195,0.02910986],"category_scores_gemma":[0.00007466531,0.0002559936,0.0001934278,0.000129548,0.0002124979,0.00009533329,0.0002615526,0.0001647982,0.005019432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000406286,"about_ca_system_score_gemma":0.000005372191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004799927,"about_ca_topic_score_gemma":0.0003129816,"domain_scores_codex":[0.9980503,0.0001477513,0.0003852498,0.0003845475,0.0002113284,0.0008208462],"domain_scores_gemma":[0.9991678,0.0002022297,0.00009764284,0.0002752373,0.000008207073,0.0002489024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005442035,0.00341176,0.7087411,0.0007959788,0.0008940871,0.0004426088,0.00142756,0.002164352,0.0036673,0.02646484,0.1805671,0.07136891],"study_design_scores_gemma":[0.0008560185,0.0004916036,0.6338958,0.0001233766,0.0001309178,0.000036339,0.0004087833,0.01521695,0.002883382,0.001886239,0.3432846,0.0007859573],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6724729,0.002793293,0.0003333125,0.003627405,0.0001761724,0.0003037671,0.00001544958,0.0003481776,0.3199295],"genre_scores_gemma":[0.9563853,0.002021397,0.002099151,0.001965203,0.0002154473,0.00008730397,0.00000436079,0.00003045246,0.03719139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2839124,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02899323032426513,"score_gpt":0.2244891667132418,"score_spread":0.1954959363889767,"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."}}