{"id":"W1518473450","doi":"10.1139/tcsme-2005-0009","title":"POSITION STABILITY FOR PHASE CONTROL OF THE PREISACH HYSTERESIS MODEL","year":2005,"lang":"en","type":"article","venue":"Transactions of the Canadian Society for Mechanical Engineering","topic":"Magnetic Properties and Applications","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Immersion (Canada)","funders":"","keywords":"Hysteresis; Phaser; Control theory (sociology); Preisach model of hysteresis; Position (finance); Stability (learning theory); Operator (biology); Relay; Phase (matter); Commutation; Connection (principal bundle); Mathematics; Magnetic hysteresis; Physics; Computer science; Control (management); Magnetization; Voltage; Geometry","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":[0.0005942009,0.0003498469,0.0004008898,0.0003122703,0.0005781088,0.0007255489,0.0006570494,0.0007154557,0.003096395],"category_scores_gemma":[0.002313569,0.000173912,0.0004118291,0.0001586349,0.001494097,0.001207131,0.0009186386,0.001055982,0.0004775624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005331539,"about_ca_system_score_gemma":0.0004770167,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001188234,"about_ca_topic_score_gemma":0.0006200268,"domain_scores_codex":[0.999551,0.00009653559,0.00001343222,0.00008944036,0.0001948002,0.00005467124],"domain_scores_gemma":[0.9993435,0.0003437809,0.00008532198,0.0001020706,0.0001038903,0.00002145513],"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":[0.0002790205,0.00005546907,0.0004990592,0.0001561805,0.00003920195,0.0002458294,0.0005551636,0.1819619,0.07127948,0.7234312,0.001205858,0.0202916],"study_design_scores_gemma":[0.00003199506,0.0001696506,0.0001923884,0.00001960028,0.000009741058,0.000151252,0.0000658286,0.7839859,0.01082259,0.2020874,0.002436033,0.00002757897],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09961122,0.0005271393,0.8833133,0.0005621455,0.00009413658,0.00005876424,0.00005994571,0.0004235926,0.01534988],"genre_scores_gemma":[0.981231,0.0003059729,0.01449577,0.00008668123,0.00004668954,0.00008283889,0.0000260701,0.0000423602,0.003682652],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003096395,"threshold_uncertainty_score":0.01035851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01687619241999034,"score_gpt":0.2201631500811108,"score_spread":0.2032869576611205,"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."}}