{"id":"W2590151366","doi":"10.35956/v.12.n2.2012.p.136-139","title":"HODGE, B. & CORONADO, G. (2012). Mexico and its others: A chaos theory approach","year":2019,"lang":"en","type":"article","venue":"Revista Latinoamericana de Estudios del Discurso","topic":"History and Politics in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"CHAOS (operating system); Chaos theory; Geology; Sociology; Psychology; Computer science; Artificial intelligence; Chaotic; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001378571,0.0003184766,0.0005776972,0.0001052826,0.0006252802,0.0001166682,0.0004250113,0.0001334562,0.001364964],"category_scores_gemma":[0.0005138755,0.0002937441,0.0001493286,0.0005062277,0.0009276204,0.0002788596,0.0001110599,0.0003498531,0.0003292381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003221182,"about_ca_system_score_gemma":0.0003927622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005815289,"about_ca_topic_score_gemma":0.00009368726,"domain_scores_codex":[0.9966564,0.001035998,0.0003747657,0.0005895186,0.0005069628,0.0008363729],"domain_scores_gemma":[0.9980708,0.0005602337,0.0003110587,0.0005221504,0.0001030298,0.0004327175],"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":[0.00004762139,0.0001946985,0.03864221,0.0001775338,0.0001609911,0.000006821111,0.03225601,0.00005267097,0.00009924875,0.9097186,0.005635514,0.01300808],"study_design_scores_gemma":[0.0005702366,0.0001388713,0.0168683,0.0001235942,0.0001612123,0.00001857609,0.01189487,0.0003587637,0.000004128457,0.001559545,0.9673647,0.000937167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4338486,0.01140779,0.006996427,0.001046249,0.0004502405,0.001856423,0.00009588134,0.0003538911,0.5439445],"genre_scores_gemma":[0.9809682,0.0006005764,0.003050733,0.001035217,0.0002944799,0.0000708287,0.00001411967,0.00005707019,0.01390877],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9617292,"threshold_uncertainty_score":0.9999515,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354246459672,"score_gpt":0.3004734585170937,"score_spread":0.2769309939203737,"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."}}