{"id":"W1992207434","doi":"10.3390/su5031161","title":"Approaching the Processes in the Generator Circuit Breaker at Disconnection through Sustainability Concepts","year":2013,"lang":"en","type":"article","venue":"Sustainability","topic":"Vacuum and Plasma Arcs","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Circuit breaker; Short circuit; Electrical engineering; Prospective short circuit current; Arc-fault circuit interrupter; Short circuit ratio; Generator (circuit theory); Electronic circuit; Engineering; Power (physics); Voltage; LED circuit; Physics","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":[0.000257663,0.0004361984,0.0002006258,0.0005020378,0.0003951849,0.001052806,0.0005487624,0.0005774381,0.004185238],"category_scores_gemma":[0.000851087,0.0001280927,0.0003376195,0.000287898,0.0009283897,0.001771395,0.0008471544,0.0007189205,0.0004501385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005489209,"about_ca_system_score_gemma":0.0004238082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007735385,"about_ca_topic_score_gemma":0.0004789269,"domain_scores_codex":[0.9998673,0.00003390709,0.000004258394,0.00003132032,0.00003980832,0.00002330764],"domain_scores_gemma":[0.9998022,0.00007386265,0.00005546182,0.00001468236,0.00003325607,0.00002067011],"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":[0.00007038711,0.0001217569,0.002670314,0.000423462,0.00002799008,0.001021729,0.001336442,0.1962116,0.04333489,0.6997464,0.0009124259,0.0541226],"study_design_scores_gemma":[0.00003936662,0.0002991765,0.003454633,0.0001443354,0.0000408646,0.0008560697,0.001051618,0.4806715,0.02247322,0.4515772,0.03932882,0.00006320856],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2404235,0.005806965,0.6693811,0.001102816,0.0002051459,0.0001214668,0.0001255378,0.0004014375,0.08243206],"genre_scores_gemma":[0.9522539,0.002887858,0.0315575,0.00009903344,0.00006401695,0.00008074722,0.00006560716,0.0000771388,0.01291416],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004185238,"threshold_uncertainty_score":0.01400101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0132023106283264,"score_gpt":0.2673058915587782,"score_spread":0.2541035809304518,"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."}}