{"id":"W1939436812","doi":"","title":"LA FUGA DE CEREBROS, IMPACTO POR DEFINIR","year":2012,"lang":"es","type":"article","venue":"Gaceta UNAM (2010-2015)","topic":"Regional Development and Innovation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; 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":[0.002979133,0.0004183087,0.0004265766,0.0002580752,0.0006151559,0.0003919603,0.0005736031,0.0006260754,0.001070642],"category_scores_gemma":[0.0004145082,0.0003890045,0.0001958485,0.001001289,0.0004856781,0.001282357,0.0001592658,0.0004902136,0.002356332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004486413,"about_ca_system_score_gemma":0.0007988456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008184467,"about_ca_topic_score_gemma":0.0001632571,"domain_scores_codex":[0.9961945,0.0004664539,0.0005706942,0.000424519,0.0009228688,0.00142092],"domain_scores_gemma":[0.9981306,0.000243296,0.0003980363,0.0004364836,0.0002576113,0.0005339842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008290849,0.0004089372,0.2393662,0.00009485507,0.0001553048,0.000006714065,0.01130049,0.000002458116,0.001423387,0.107906,0.6232117,0.01604101],"study_design_scores_gemma":[0.0003782371,0.00003040748,0.3743212,0.00007636916,0.0000428921,0.00001223548,0.0009409522,0.00001358693,0.000239042,0.001426505,0.6221089,0.0004096513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6555195,0.002494897,0.0003388236,0.03543961,0.007228566,0.0008493708,0.0000837936,0.0003292028,0.2977162],"genre_scores_gemma":[0.9580459,0.003084834,0.001082399,0.0009191739,0.001645799,0.00003125249,0.000112772,0.00005812601,0.03501976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3025264,"threshold_uncertainty_score":0.9998562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03560952663608384,"score_gpt":0.3238049292382126,"score_spread":0.2881954026021287,"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."}}