{"id":"W2010174688","doi":"10.1080/11926422.2007.9673455","title":"Overcoming the butterfly effect: Teaching Canadian studies in Mexico","year":2007,"lang":"en","type":"article","venue":"Canadian Foreign Policy Journal","topic":"Cultural and Social Studies in Latin America","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Butterfly; Butterfly effect; Political science; Geography; Computer science; Ecology; Artificial intelligence; Biology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001208457,0.0001962736,0.0002633643,0.0004066429,0.003512596,0.0002489007,0.0003036425,0.00005081142,0.0003202559],"category_scores_gemma":[0.0006259434,0.0001232386,0.0001247968,0.00008066047,0.0005698042,0.0001749031,0.00003094296,0.0007518168,0.00003129219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002069955,"about_ca_system_score_gemma":0.0004561203,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8506835,"about_ca_topic_score_gemma":0.9878636,"domain_scores_codex":[0.9982664,0.0001133505,0.0003309735,0.0001289059,0.0001743091,0.0009860353],"domain_scores_gemma":[0.9987925,0.0003074866,0.000100765,0.0001110313,0.00008491839,0.0006033342],"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":[0.000005361945,0.000002807031,0.005008195,0.000006411205,0.0000936787,0.000161011,0.07340054,0.000005152491,0.000001568628,0.8833691,0.02615201,0.01179416],"study_design_scores_gemma":[0.0003607066,0.00009941207,0.004237652,0.0001125185,0.00002693358,0.0001718848,0.06611029,0.000006889632,0.000007032771,0.05813536,0.87041,0.000321311],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07748713,0.000934385,0.000001951345,0.003402647,0.000364191,0.0001704679,0.00002519782,0.00001282706,0.9176012],"genre_scores_gemma":[0.9863853,0.0000524592,0.00001539314,0.007326452,0.003911069,0.000005417066,0.000001898896,0.00001884219,0.002283128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9153181,"threshold_uncertainty_score":0.9977847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0469562271241994,"score_gpt":0.3120065801477991,"score_spread":0.2650503530235997,"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."}}