{"id":"W627415131","doi":"","title":"COEXISTENCE AND EVOLUTION","year":2004,"lang":"en","type":"article","venue":"JR East technical review","topic":"Advanced Computational Techniques and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Blackout; Electric power system; Engineering; Power (physics); Operations management; Operations research","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001128598,0.00008284982,0.0001372428,0.00002310611,0.00007720338,0.00002348577,0.0003964377,0.00003208435,0.000002542065],"category_scores_gemma":[0.00006356392,0.00007107334,0.0000442877,0.0003953367,0.00005647778,0.0001928849,0.0001917379,0.0001048286,0.00004772428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006707074,"about_ca_system_score_gemma":0.00003902453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002168549,"about_ca_topic_score_gemma":6.320839e-7,"domain_scores_codex":[0.9992384,0.00001199214,0.0001995201,0.0002729809,0.0001571631,0.0001199029],"domain_scores_gemma":[0.9994137,0.00002390618,0.00006687428,0.0003577462,0.00006199348,0.00007581753],"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":[1.822979e-7,0.00002239984,0.000003465069,0.00007657134,7.356093e-7,0.00000176448,0.000001784415,0.00001693061,0.0001667416,0.9600604,0.0001836192,0.03946544],"study_design_scores_gemma":[0.0001991052,0.000109437,0.002883824,0.002500366,0.00001514842,0.0004097809,0.000001195544,0.0009957904,0.00007700236,0.8790439,0.1134295,0.0003349084],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00002655987,0.01448702,0.9714497,0.01181643,0.00001258417,0.0003123365,9.036874e-7,0.0004057481,0.001488682],"genre_scores_gemma":[0.3823794,0.009328979,0.6056822,0.002340961,0.00002531124,0.00019644,0.000002485222,0.000006716843,0.0000374772],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3823529,"threshold_uncertainty_score":0.2898287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02605842198486091,"score_gpt":0.3207957620710181,"score_spread":0.2947373400861572,"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."}}