{"id":"W1845726909","doi":"","title":"EL OBSERVATORIO DE RADIACIÓN SOLAR, VITAL PARA APROVECHAR LA ENERGÍA","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":"Physics; Humanities; 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":[0.0008966579,0.000859099,0.0009457525,0.00007898479,0.000596775,0.0001842213,0.000647138,0.0008560678,0.002972095],"category_scores_gemma":[0.0002214616,0.0007387305,0.0004633081,0.0002538518,0.000505355,0.0006716318,0.0008299761,0.0007590979,0.004754829],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005161895,"about_ca_system_score_gemma":0.00004969778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009345662,"about_ca_topic_score_gemma":0.0002232336,"domain_scores_codex":[0.9953798,0.0004029317,0.0006920865,0.0007980089,0.0005404143,0.002186761],"domain_scores_gemma":[0.9976399,0.0003467673,0.0003007605,0.0008255123,0.00003412294,0.0008529623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003536006,0.00397817,0.7150963,0.0003792926,0.001591672,0.0001637263,0.00238199,0.0005967879,0.04043406,0.0388854,0.1800245,0.01611455],"study_design_scores_gemma":[0.0009626928,0.0001785103,0.3918724,0.00004920017,0.0002273487,0.00003777696,0.0002464031,0.000132378,0.004550238,0.001015003,0.5998356,0.0008923862],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404308,0.02552726,0.0003451986,0.00562168,0.005070563,0.0005762607,0.0002318189,0.0003736524,0.02182278],"genre_scores_gemma":[0.9641099,0.005956921,0.0008941324,0.001141206,0.001902389,0.0001640637,0.0001046068,0.0001296399,0.02559715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4198112,"threshold_uncertainty_score":0.9995064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02764425898332987,"score_gpt":0.2564977612846957,"score_spread":0.2288535023013658,"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."}}