{"id":"W4250737449","doi":"10.5642/jhummath.201401.14","title":"Arnold diffusion","year":2014,"lang":"fr","type":"article","venue":"Journal of Humanistic Mathematics","topic":"Radioactive Decay and Measurement Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Philosophy","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":[0.0004279569,0.0007670146,0.0009109461,0.002167618,0.001180926,0.002537487,0.0005991437,0.001603462,0.03558614],"category_scores_gemma":[0.003888453,0.0003387743,0.0005570552,0.001332892,0.001574589,0.003181895,0.001837426,0.002460293,0.009643197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001713636,"about_ca_system_score_gemma":0.0008980647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001640987,"about_ca_topic_score_gemma":0.001220301,"domain_scores_codex":[0.9996419,0.00006288928,0.0000235802,0.00008970794,0.000146604,0.00003528761],"domain_scores_gemma":[0.9991867,0.0002232351,0.00008120292,0.0001545576,0.0002622428,0.00009199671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000133403,0.000005252391,0.00009521747,0.00004160223,0.00001028154,0.00003785564,0.0000759428,0.0006490039,0.0003851998,0.9685411,0.01314683,0.01699842],"study_design_scores_gemma":[0.00001374695,0.000007715908,0.0002053936,0.00002898087,0.00001114605,0.0001564943,0.00004850652,0.00389236,0.0003554468,0.9310516,0.06421656,0.00001206362],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03869848,0.01899632,0.1419442,0.02170788,0.005961733,0.00008881449,0.001552184,0.0008634855,0.7701869],"genre_scores_gemma":[0.3229187,0.009723024,0.01829479,0.001348813,0.002269508,0.0001302868,0.0006299237,0.0005708887,0.644114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03558614,"threshold_uncertainty_score":0.1190475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02003078919472034,"score_gpt":0.257685634249576,"score_spread":0.2376548450548556,"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."}}