{"id":"W4244248010","doi":"10.1541/ieejpes.137.nl2_4","title":"","year":2017,"lang":"en","type":"article","venue":"IEEJ Transactions on Power and Energy","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Business; Computer science","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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002315023,0.0004275171,0.0003724648,0.0003088666,0.003707636,0.0006105831,0.0005608867,0.0001879331,0.0001740411],"category_scores_gemma":[0.00001984724,0.0004089827,0.000220982,0.0001173202,0.0005419921,0.001264861,0.000007061566,0.0002917967,0.00007340397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007267061,"about_ca_system_score_gemma":0.00004216349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003483703,"about_ca_topic_score_gemma":0.003753357,"domain_scores_codex":[0.9977321,0.00008779642,0.0003424699,0.0007406714,0.0004140903,0.0006828849],"domain_scores_gemma":[0.9974638,0.00008449968,0.0001677458,0.001715343,0.0001011087,0.0004674571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00940075,0.00800723,0.005645365,0.00008272277,0.002816427,0.0007376565,0.01108095,0.03743868,0.2401198,0.0744876,0.002701812,0.607481],"study_design_scores_gemma":[0.0206209,0.003623932,0.2848638,0.0003493654,0.000774725,0.0008930861,0.002304803,0.004472492,0.2824026,0.009194072,0.3856425,0.004857724],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.655328,0.0002082396,0.3153706,0.002835169,0.001677055,0.0001081612,0.0002961155,0.0007196782,0.02345702],"genre_scores_gemma":[0.9964537,0.0001728544,0.0002822891,0.0005589449,0.00003997809,0.00009419742,0.000004456117,0.0001195458,0.002274012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6026232,"threshold_uncertainty_score":0.9998362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01280845086765559,"score_gpt":0.2481359888971488,"score_spread":0.2353275380294932,"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."}}