{"id":"W2047065605","doi":"10.1080/14689367.2015.1006585","title":"Optimal chaotic selectors","year":2015,"lang":"en","type":"article","venue":"Dynamical Systems","topic":"Mathematical Dynamics and Fractals","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Mathematics; Partition (number theory); Piecewise; Bounded function; Invariant (physics); Combinatorics; Distribution (mathematics); Discrete mathematics; Operator (biology); Chaotic; Mathematical analysis; Computer science","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":[0.0004378235,0.0004249725,0.0005941808,0.000619655,0.0004290555,0.0006439799,0.0003888187,0.0004857706,0.002346944],"category_scores_gemma":[0.001517711,0.0002698625,0.0002772546,0.0003606105,0.0007557432,0.0009266457,0.0006425624,0.0003262279,0.0001602693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008108967,"about_ca_system_score_gemma":0.0004044597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005745123,"about_ca_topic_score_gemma":0.000624464,"domain_scores_codex":[0.9998771,0.00003086905,0.000008136771,0.00002549614,0.00002870679,0.00002974948],"domain_scores_gemma":[0.9996585,0.0001527836,0.00006576483,0.00002494448,0.0000452366,0.00005275033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003320998,0.0001040283,0.003475893,0.0002152333,0.00008761499,0.000277521,0.0001865628,0.55833,0.03398964,0.3409119,0.002282843,0.05980673],"study_design_scores_gemma":[0.00003743417,0.0001176226,0.0008852584,0.00001810082,0.00002339079,0.00007615356,0.00008644228,0.9106926,0.006054091,0.08018147,0.00180512,0.00002233255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6136937,0.0008046332,0.3695571,0.0005501416,0.00004694738,0.00007825776,0.0001279914,0.0002424563,0.0148988],"genre_scores_gemma":[0.9732842,0.0001994312,0.02233312,0.00004736382,0.00002680452,0.00008322796,0.00007186628,0.00006271021,0.003891272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002346944,"threshold_uncertainty_score":0.007851243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05813575482993568,"score_gpt":0.3053420511675171,"score_spread":0.2472062963375814,"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."}}