{"id":"W3049042591","doi":"10.1088/1361-6552/aba76a","title":"The magnetic pendulum and weather","year":2020,"lang":"en","type":"article","venue":"Physics Education","topic":"Computational Physics and Python Applications","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Pendulum; Chaotic; Analogy; Butterfly effect; Computer science; Motion (physics); Double pendulum; Classical mechanics; Physics; Inverted pendulum; Artificial intelligence; Nonlinear system; Astronomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001754402,0.000148918,0.0002108917,0.0001805797,0.0006304189,0.0009122964,0.0002417121,0.0005744857,0.007925544],"category_scores_gemma":[0.001409578,0.00009839734,0.0001481505,0.0001756953,0.0007965158,0.0008593983,0.0007935608,0.0004903666,0.0003990403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004887166,"about_ca_system_score_gemma":0.0004878506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004965875,"about_ca_topic_score_gemma":0.002102467,"domain_scores_codex":[0.9999278,0.00002970282,0.000001645209,0.00000889725,0.00001871346,0.00001328065],"domain_scores_gemma":[0.9997601,0.0001358319,0.00002387281,0.00001717878,0.00002981641,0.00003328278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001462263,0.00004312064,0.003467397,0.0001280052,0.0000284984,0.0003407244,0.0003606521,0.4940131,0.007978044,0.4463917,0.01220921,0.0348933],"study_design_scores_gemma":[0.00004959021,0.00007903255,0.002597215,0.00004736956,0.00001075756,0.00009169764,0.0002507858,0.7828796,0.002298321,0.184838,0.02682032,0.00003734451],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6595274,0.002859027,0.1305994,0.01308444,0.001588671,0.00004686991,0.0003846385,0.0008688198,0.1910407],"genre_scores_gemma":[0.9918893,0.0003313687,0.003488301,0.0001230351,0.00005180775,0.000008228975,0.00002844811,0.00002519433,0.004054348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007925544,"threshold_uncertainty_score":0.02651358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01486696353149134,"score_gpt":0.2515420356838406,"score_spread":0.2366750721523493,"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."}}