{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007611267,0.0005664674,0.0003306432,0.0005803879,0.004413324,0.003073371,0.0008015357,0.004696698,0.01066422],"category_scores_gemma":[0.00460435,0.0002838219,0.0003648065,0.0004619437,0.004367888,0.004236558,0.002521857,0.004176348,0.001560676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223978,"about_ca_system_score_gemma":0.0003853482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002786155,"about_ca_topic_score_gemma":0.003183517,"domain_scores_codex":[0.9992011,0.0005316231,0.00001973248,0.00007168122,0.00008649367,0.00008928635],"domain_scores_gemma":[0.9988579,0.0007596554,0.00007497583,0.00004080854,0.00007208265,0.0001946146],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005430428,0.0001776932,0.004738363,0.0005485603,0.00006594112,0.03304429,0.4139545,0.001379094,0.003764236,0.2780499,0.2290854,0.03464894],"study_design_scores_gemma":[0.00003696795,0.0002732398,0.002696976,0.0003055274,0.00002049738,0.02164047,0.1960745,0.002685339,0.001979014,0.04200046,0.7321799,0.0001072085],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4052699,0.006361963,0.03988345,0.3325494,0.005935435,0.000526678,0.00192078,0.0006680607,0.2068843],"genre_scores_gemma":[0.9046935,0.002581996,0.007790269,0.02163158,0.0008026575,0.0001722461,0.0005378383,0.0001517723,0.06163814],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01066422,"threshold_uncertainty_score":0.03567541,"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."}}