{"id":"W7063887611","doi":"","title":"Ab initio study of low-dimensional metallic systems","year":2012,"lang":"en","type":"dissertation","venue":"Tesis Doctorals en Xarxa (Consorci de Serveis Universitaris de Catalunya)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ab initio; Bismuth; Density functional theory; Ab initio quantum chemistry methods; Chromium; Work (physics); Electron","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005365325,0.0003920605,0.00110053,0.0009021836,0.001398519,0.001285992,0.001248724,0.001285091,0.003590518],"category_scores_gemma":[0.001189544,0.000340922,0.0005862081,0.0007194006,0.001234205,0.0008881849,0.000918225,0.0009541333,0.0005782191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008722882,"about_ca_system_score_gemma":0.0008905992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004222706,"about_ca_topic_score_gemma":0.003016484,"domain_scores_codex":[0.9996779,0.0001103169,0.00001077046,0.00002156035,0.0001317006,0.00004787713],"domain_scores_gemma":[0.9995964,0.0001942288,0.00002270776,0.00006040373,0.00009327218,0.00003295419],"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":[0.00006302644,0.000118884,0.0009152596,0.0006300778,0.00006657535,0.0003705066,0.0003239801,0.5893409,0.003788481,0.3904637,0.003151432,0.01076725],"study_design_scores_gemma":[0.0000241213,0.00001697122,0.0002644545,0.00003941877,0.000007025102,0.00002995443,0.00003931324,0.9515136,0.0003864645,0.04574334,0.001924187,0.00001112058],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6644422,0.008541171,0.1644692,0.003167877,0.000681206,0.0002207403,0.0007042972,0.0007694318,0.1570039],"genre_scores_gemma":[0.9411024,0.00256654,0.04286921,0.0004159307,0.0002572287,0.000301848,0.0005046965,0.0001670929,0.01181495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004222706,"threshold_uncertainty_score":0.01201153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01859166502022274,"score_gpt":0.275300098636629,"score_spread":0.2567084336164062,"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."}}