{"id":"W3207117065","doi":"","title":"DISEÑO Y CONSTRUCCIÓN DE MAPEOS COLABORATIVOS COMO HERRAMIENTA PARA LA REFLEXIÓN Y APORTE A LA TOMA DE DECISIONES.","year":2020,"lang":"es","type":"article","venue":"Repositorio Digital Institucional de la Universidad de Buenos Aires (Universidad de Buenos Aires)","topic":"Environmental and Ecological Studies","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministère des Transports","funders":"","keywords":"Humanities; Political science; Art","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","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0005100747,0.001272255,0.00134924,0.0004597866,0.001758321,0.002605678,0.001602103,0.001550948,0.0003941056],"category_scores_gemma":[0.0005732891,0.001379278,0.000862691,0.001454116,0.002664904,0.001804781,0.001583456,0.001586134,0.000297946],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005685222,"about_ca_system_score_gemma":0.002137653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005017219,"about_ca_topic_score_gemma":0.0006069044,"domain_scores_codex":[0.9930639,0.001024045,0.0009836369,0.001693412,0.001209969,0.002024997],"domain_scores_gemma":[0.9940911,0.002138379,0.0007368583,0.0007776064,0.000219021,0.002037018],"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":[0.01078088,0.00553209,0.3223707,0.001191817,0.005267279,0.09961104,0.01477413,0.02630789,0.02403751,0.4165481,0.03990581,0.03367277],"study_design_scores_gemma":[0.00643981,0.001488069,0.2138129,0.001057254,0.0008867899,0.003127046,0.01082117,0.003768764,0.001644522,0.003891421,0.7505163,0.002545951],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.865932,0.001219733,0.001815086,0.003847619,0.0003081517,0.00071481,0.0007518151,0.0005664526,0.1248443],"genre_scores_gemma":[0.9907568,0.001749516,0.002146159,0.001198502,0.0006234602,0.00003422259,0.0001562491,0.0001659853,0.003169159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7106105,"threshold_uncertainty_score":0.9997452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331472399527305,"score_gpt":0.2597268748664113,"score_spread":0.2464121508711382,"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."}}