{"id":"W4392831836","doi":"10.61490/eial.v25i2.1136","title":"Introduction","year":2014,"lang":"en","type":"article","venue":"EIAL - Estudios Interdisciplinarios de América Latina y el Caribe","topic":"Politics and Society in Latin America","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Stern; Latin Americans; Tel aviv; History; Middle class; Classics; Humanities; Library science; Political science; Art; Ancient history; Computer science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001440006,0.0002747072,0.0004227926,0.00008679758,0.001589005,0.0001688447,0.0005505095,0.0002358779,0.0002445082],"category_scores_gemma":[0.001163003,0.0002742405,0.000284614,0.0005038928,0.0007697676,0.0002329785,0.0004107507,0.0004931561,0.0002045406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006352294,"about_ca_system_score_gemma":0.0002253258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144136,"about_ca_topic_score_gemma":0.0006468169,"domain_scores_codex":[0.9969826,0.0004936021,0.0004474156,0.0005394558,0.0005826349,0.0009542414],"domain_scores_gemma":[0.9983356,0.0003914516,0.0002297645,0.0004880256,0.0002144176,0.0003407511],"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":[0.00006247583,0.0003693245,0.005719152,0.0000395015,0.0002004365,0.00001215208,0.1393477,0.0004330311,0.0005186151,0.677762,0.1287809,0.04675473],"study_design_scores_gemma":[0.0006708139,0.0004719941,0.01440264,0.00004484776,0.0001158026,0.00001433786,0.01614343,0.002194457,0.0001126298,0.03523219,0.9297959,0.0008009278],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1565927,0.00004775034,0.01582883,0.04641565,0.003840772,0.0006863726,0.00002111812,0.0006283105,0.7759385],"genre_scores_gemma":[0.9858941,0.0001118343,0.002887051,0.0006383396,0.00781871,0.00006230834,0.00001406952,0.0000389392,0.002534631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8293014,"threshold_uncertainty_score":0.999971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01012292319356542,"score_gpt":0.3186187408352878,"score_spread":0.3084958176417223,"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."}}