{"id":"W2175795540","doi":"","title":"AMPLIA GAMA DE OPCIONES EN EL MAR PARA OBTENER ENERGÍA. SE DESARROLLA UN PROTOTIPO PARA CAPTAR ELECTRICIDAD DE LAS CORRIENTES MARINAS","year":2012,"lang":"es","type":"article","venue":"Gaceta UNAM (2010-2015)","topic":"Environmental and Ecological Studies","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Geography; 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":[0.001189818,0.001222618,0.001242523,0.0001972425,0.0008656565,0.0001983956,0.0008659358,0.0009377967,0.004014093],"category_scores_gemma":[0.0003833438,0.001025668,0.0004952541,0.0005079547,0.0005377352,0.0004841602,0.0009375251,0.0008579524,0.002617859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009392809,"about_ca_system_score_gemma":0.00009638042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003536279,"about_ca_topic_score_gemma":0.0006775479,"domain_scores_codex":[0.9931121,0.0008231841,0.0009817847,0.001122206,0.0006902237,0.00327045],"domain_scores_gemma":[0.996963,0.0004756043,0.0004770806,0.0009882015,0.00008338645,0.001012775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007567929,0.002722896,0.9305034,0.0002792733,0.00106915,0.000162767,0.001459902,0.001569349,0.0171492,0.005320892,0.03073029,0.008276029],"study_design_scores_gemma":[0.001668221,0.0005197384,0.7445447,0.00009353043,0.0004732821,0.0001641144,0.0003586838,0.0009108368,0.01281823,0.00175957,0.2353418,0.001347264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9746467,0.01496477,0.0006145788,0.003311805,0.001186145,0.001498905,0.0001217369,0.0003139825,0.003341311],"genre_scores_gemma":[0.957073,0.006311045,0.002898128,0.000963209,0.001213659,0.001136406,0.0001501937,0.0001835957,0.03007078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2046115,"threshold_uncertainty_score":0.9992194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02697819790200204,"score_gpt":0.2747386432893091,"score_spread":0.2477604453873071,"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."}}