{"id":"W105605829","doi":"","title":"METHODS FOR CORRELATED ELECTRON SYSTEMS","year":2006,"lang":"en","type":"article","venue":"OhioLink ETD Center (Ohio Library and Information Network)","topic":"Plasma Diagnostics and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Oak Ridge National Laboratory; Natural Sciences and Engineering Research Council of Canada; University of Cincinnati; Division of Materials Research; U.S. Department of Energy; National Science Foundation","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002082443,0.00096448,0.0009987097,0.001829449,0.001093471,0.001551925,0.002686977,0.001603965,0.01172024],"category_scores_gemma":[0.004689697,0.0004741347,0.001203446,0.001348236,0.001283563,0.001932748,0.002955543,0.002312792,0.004246186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007516988,"about_ca_system_score_gemma":0.001320968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009920672,"about_ca_topic_score_gemma":0.001145606,"domain_scores_codex":[0.9986989,0.0006260258,0.00006674094,0.0001067184,0.0004282256,0.00007327989],"domain_scores_gemma":[0.9984249,0.0007042877,0.00007782446,0.0004390631,0.0002883433,0.0000655387],"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":[0.00001157345,0.00002752058,0.0001095446,0.0001961685,0.00002953705,0.00006419276,0.0001055912,0.02010448,0.001038528,0.945321,0.004288123,0.02870374],"study_design_scores_gemma":[0.00002989976,0.00002311091,0.00009249383,0.0000776494,0.00001302994,0.0001695621,0.00004927479,0.339954,0.0008653656,0.6140618,0.0446316,0.00003230229],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009186724,0.0008377765,0.9889423,0.0002520494,0.0002030161,0.00008892389,0.0001000864,0.0002710325,0.008386062],"genre_scores_gemma":[0.044805,0.002054123,0.9329264,0.000381734,0.0002702605,0.0009833974,0.0003044875,0.0006645926,0.01760999],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01172024,"threshold_uncertainty_score":0.03920811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005707010641382917,"score_gpt":0.2107572389161613,"score_spread":0.2050502282747784,"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."}}