{"id":"W2755937440","doi":"","title":"Análisis y sistematización de publicaciones en idioma español sobre uso del hidrógeno como combustible alternativo para automóviles","year":2016,"lang":"es","type":"dissertation","venue":"instname:Universidad Libre","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Listing (finance); Quarter (Canadian coin); Geography; Humanities; Library science; Political science; Cartography; Operations research; Engineering; Business; Computer science; Art; Archaeology","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"],"category_scores_codex":[0.0008662172,0.001586709,0.001874583,0.001540613,0.001506911,0.0008198077,0.003180576,0.002249784,0.002023547],"category_scores_gemma":[0.0009438937,0.001514935,0.001050861,0.001782917,0.0005658971,0.002268492,0.0008353214,0.001384945,0.0007508581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00216653,"about_ca_system_score_gemma":0.00230273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006294424,"about_ca_topic_score_gemma":0.001383661,"domain_scores_codex":[0.9908009,0.001861727,0.001346217,0.001895823,0.001793925,0.002301414],"domain_scores_gemma":[0.9933197,0.001116764,0.0009132977,0.00192261,0.001632245,0.001095347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005859145,0.003202657,0.0222762,0.01466888,0.006466745,0.004604086,0.01790065,0.009481954,0.007331226,0.7237243,0.01701559,0.1674686],"study_design_scores_gemma":[0.01619769,0.002161584,0.05542475,0.0101701,0.002071287,0.0005773903,0.1009022,0.01634727,0.02046134,0.03178914,0.7345046,0.009392636],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8683915,0.00169633,0.0006508519,0.00805038,0.001083781,0.001516784,0.0009036961,0.0009518348,0.1167549],"genre_scores_gemma":[0.9431332,0.002233597,0.0005168141,0.0002509888,0.0005342771,0.0001326072,0.001918787,0.0002804094,0.05099928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.717489,"threshold_uncertainty_score":0.999793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293594556585389,"score_gpt":0.2801092943595547,"score_spread":0.2671733487937009,"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."}}