{"id":"W2788868802","doi":"","title":"El universo de la medición : la perspectiva de la ciencia y la tecnología","year":2016,"lang":"es","type":"book","venue":"Colciencias eBooks","topic":"Science, Technology, and Education in Latin America","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","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"],"consensus_categories":["sts"],"category_scores_codex":[0.008264381,0.0007044169,0.0007834948,0.0009618045,0.002341688,0.0004789979,0.00347547,0.002440027,0.0007476675],"category_scores_gemma":[0.00509352,0.0006233085,0.0003759986,0.0009112459,0.03625096,0.0002603938,0.0005027871,0.001684757,0.0002200824],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003074173,"about_ca_system_score_gemma":0.01660007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00107237,"about_ca_topic_score_gemma":0.00007158107,"domain_scores_codex":[0.9921908,0.002561489,0.0006153078,0.001411799,0.001439519,0.001781103],"domain_scores_gemma":[0.9910647,0.006081818,0.0007805107,0.0009641141,0.0003874393,0.0007213843],"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":[0.00003230412,0.0002806456,0.004035806,0.00005212567,0.00009350043,0.0001853505,0.08139846,0.000003421764,0.003039336,0.7910176,0.05310151,0.06675993],"study_design_scores_gemma":[0.0006005627,0.000205756,0.005797377,0.0003899332,0.0001312438,0.0001563519,0.04800821,0.000028509,0.0003626063,0.06872697,0.8746907,0.0009017796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0225428,0.0002259818,0.0006247605,0.001271021,0.0009993642,0.000574007,0.00003506523,0.0006169565,0.97311],"genre_scores_gemma":[0.7034435,0.001071812,0.001462901,0.0006398197,0.001202636,0.0001348036,0.00000273115,0.00007964669,0.2919622],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8215892,"threshold_uncertainty_score":0.9996218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01161386879921542,"score_gpt":0.3398687727710935,"score_spread":0.328254903971878,"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."}}