{"id":"W2005910643","doi":"10.1016/j.cnsns.2007.05.018","title":"Collisionless diffusion of particles across a magnetic field at a plasma edge in the presence of turbulence","year":2007,"lang":"en","type":"article","venue":"Communications in Nonlinear Science and Numerical Simulation","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hydro-Québec","funders":"","keywords":"Physics; Gyroradius; Magnetic field; Electron; Plasma; Turbulence; Instability; Polarization (electrochemistry); Computational physics; Ion; Mechanics; Quantum mechanics; Chemistry","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":[0.0004894221,0.0004389282,0.0008419276,0.0007203515,0.001395519,0.002345373,0.001496851,0.001534634,0.00140402],"category_scores_gemma":[0.003679754,0.0005593008,0.0003767851,0.0004163226,0.002609326,0.002486198,0.001971826,0.001165713,0.0001899475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102753,"about_ca_system_score_gemma":0.000611783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004042468,"about_ca_topic_score_gemma":0.001470341,"domain_scores_codex":[0.9998266,0.00003432697,0.00001004291,0.0000346569,0.00003702478,0.00005739073],"domain_scores_gemma":[0.9986694,0.0005317465,0.0002106925,0.00009040657,0.0001542662,0.0003434961],"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":[0.004734796,0.0008428033,0.01800205,0.0002911269,0.0002638,0.006067316,0.001040705,0.7181576,0.09307042,0.1456355,0.002772168,0.009121746],"study_design_scores_gemma":[0.0002028202,0.0001535627,0.003445385,0.000006818057,0.00002281268,0.0002430372,0.0001220177,0.9825794,0.00314845,0.009704717,0.0003131505,0.00005797217],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9626407,0.0005448416,0.02759264,0.0009679644,0.000186898,0.00007033553,0.0001078503,0.0001447517,0.007743932],"genre_scores_gemma":[0.9961357,0.00007313875,0.001917495,0.00005303489,0.00003225711,0.000009501035,0.00004278119,0.00001397377,0.001722083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004042468,"threshold_uncertainty_score":0.008037865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03262681082069649,"score_gpt":0.366568235420417,"score_spread":0.3339414245997205,"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."}}