{"id":"W2982474733","doi":"10.1088/1361-6587/ab51d6","title":"The roles of power loss and momentum-pressure loss in causing particle-detachment in tokamak divertors: II. 2 Point Model analysis that includes recycle power-loss explicitly","year":2019,"lang":"en","type":"article","venue":"Plasma Physics and Controlled Fusion","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Tokamak; Power loss; Momentum (technical analysis); Particle (ecology); Power (physics); Point (geometry); Physics; Mechanics; Computational physics; Plasma; Nuclear physics; Thermodynamics; Geology; Mathematics; Geometry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005256943,0.0002541896,0.0006568689,0.0001234165,0.0002202975,0.0001042318,0.0001764472,0.00005442401,0.0009386272],"category_scores_gemma":[0.000009596392,0.0001839592,0.0001506601,0.0003308317,0.00009808214,0.00009308361,0.0006223167,0.0002127999,0.000002721728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001603701,"about_ca_system_score_gemma":0.00004440182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008015543,"about_ca_topic_score_gemma":0.0004291429,"domain_scores_codex":[0.9980757,0.0001287804,0.0004795633,0.0004178121,0.0004775243,0.0004206038],"domain_scores_gemma":[0.99893,0.0002929935,0.000211967,0.0003776519,0.00008620587,0.0001011332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004103503,0.001893794,0.8113692,0.00009166593,0.001366257,0.00001791007,0.009436975,0.01939164,0.06073719,0.01789555,0.00009912949,0.07359713],"study_design_scores_gemma":[0.01692182,0.0003028528,0.029856,0.0001354754,0.0003069082,4.962538e-7,0.003573115,0.9360123,0.00748863,0.004289782,0.0006459294,0.0004666576],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949622,0.00028153,0.0001947628,0.001027381,0.00003738193,0.0009027008,0.00003421446,0.000008211739,0.002551581],"genre_scores_gemma":[0.9991007,0.0001239988,0.0000253702,0.00002019294,0.00001803521,0.00009028424,0.0000101048,0.00001309726,0.0005982445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9166207,"threshold_uncertainty_score":0.9999747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007714391202545704,"score_gpt":0.2362389789425496,"score_spread":0.2285245877400038,"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."}}