{"id":"W47758892","doi":"10.18275/fire201401031033","title":"BOOK REVIEW: Arocena, F. & Bowman, K. (2014). Lessons from Latin America: Innovations in Politics, Culture, and Development. Toronto: University of Toronto Press. 204 pages, ISBN: 9781442605497.","year":2014,"lang":"en","type":"article","venue":"FIRE Forum for International Research in Education","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sociology; Media studies; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007416582,0.0001186865,0.000183178,0.00008836837,0.0001614397,0.00007509112,0.0003068482,0.00007660504,0.0009239043],"category_scores_gemma":[0.0005165248,0.000134007,0.00002602707,0.0001084604,0.00007543662,0.001084056,0.0001662338,0.0001378915,0.00004356872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008712777,"about_ca_system_score_gemma":0.0003205032,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0288066,"about_ca_topic_score_gemma":0.01831146,"domain_scores_codex":[0.9986737,0.00002869486,0.000432037,0.000293679,0.0002954957,0.0002763341],"domain_scores_gemma":[0.9984698,0.0001072079,0.0002344635,0.0001605217,0.001007111,0.00002092742],"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":[0.00001909306,0.0001799936,0.005673745,0.000183658,0.00002297391,1.032541e-7,0.0005472237,0.000002971467,0.00001101084,0.03387427,0.9145192,0.04496577],"study_design_scores_gemma":[0.000390018,0.000005971238,0.0313769,0.0003017191,0.000003227657,1.071023e-7,0.001272267,0.0004515368,0.000008547636,0.001657881,0.9644012,0.0001306152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06784756,0.3070216,0.007786482,0.2857417,0.01003376,0.01011026,0.0005461805,0.0003025224,0.3106098],"genre_scores_gemma":[0.3261177,0.2219009,0.05106667,0.08815142,0.005537557,0.001265034,0.02916627,0.0002708452,0.2765236],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2582701,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04653674122757192,"score_gpt":0.3367785503615911,"score_spread":0.2902418091340192,"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."}}