{"id":"W1854360945","doi":"10.29173/cmplct8824","title":"Story: A Butterfly? An Attractor?","year":2009,"lang":"en","type":"article","venue":"Complicity An International Journal of Complexity and Education","topic":"Complex Systems and Decision Making","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg","funders":"","keywords":"Vignette; Metaphor; Butterfly effect; Attractor; Butterfly; Epistemology; Computer science; Cognitive science; Management science; Mathematics education; Psychology; Artificial intelligence; Social psychology; Mathematics; Linguistics; Engineering; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002378177,0.000152531,0.0003523646,0.0005974644,0.0002659155,0.00088886,0.001369117,0.00006312803,0.0002797843],"category_scores_gemma":[0.0007115674,0.0001245984,0.0001297441,0.0002223945,0.0001113223,0.002078454,0.000066004,0.0002937655,0.00002627364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001008123,"about_ca_system_score_gemma":0.0002258301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005364346,"about_ca_topic_score_gemma":0.00004552478,"domain_scores_codex":[0.9966369,0.0003951531,0.0009299633,0.0003098981,0.00156979,0.0001583045],"domain_scores_gemma":[0.9958279,0.0003645099,0.0009080892,0.0004105937,0.002168298,0.0003205766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000657509,0.002405933,0.02437804,0.000004754852,0.00006794851,0.00001259619,0.00402551,0.0002996293,0.006210355,0.4472471,0.01923988,0.4954507],"study_design_scores_gemma":[0.0003515049,0.0004512072,0.5234492,0.00004278565,0.000007576977,0.0004274793,0.001153756,0.002045947,0.00006633315,0.4284515,0.04339215,0.0001606031],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963384,0.0002445205,0.03031202,0.002363478,0.001999976,0.00008474208,0.00001176847,0.0000170982,0.001582379],"genre_scores_gemma":[0.9904846,0.000007916255,0.00648049,0.00145482,0.001271086,8.59844e-7,0.000006928651,0.000005907328,0.0002873719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4990711,"threshold_uncertainty_score":0.8571298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2998159206252236,"score_gpt":0.4757981419294772,"score_spread":0.1759822213042537,"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."}}