{"id":"W4411656685","doi":"10.51847/r59bg1in3d","title":"10.51847/r59Bg1IN3d","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Engineering Applied Research","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reliability (semiconductor); Reliability engineering; Buck converter; Computer science; Engineering; Physics; Electrical engineering; Thermodynamics; Power (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007361756,0.001331723,0.0008168957,0.002011152,0.0009998821,0.002225068,0.001408159,0.003369888,0.9355724],"category_scores_gemma":[0.00100547,0.000456409,0.0006959626,0.001739868,0.0007186983,0.001297308,0.001943722,0.001018672,0.9462332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009935768,"about_ca_system_score_gemma":0.0003786022,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002852149,"about_ca_topic_score_gemma":0.002386643,"domain_scores_codex":[0.9994246,0.0000508099,0.00003894731,0.0001785487,0.0002113831,0.000095722],"domain_scores_gemma":[0.999109,0.0001644798,0.00004724833,0.0002142357,0.0003274689,0.0001376257],"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":[0.0003204993,0.0001697167,0.0008006399,0.0004107478,0.00002954159,0.000375067,0.00009051581,0.0006936276,0.01424233,0.006064584,0.2389564,0.7378463],"study_design_scores_gemma":[0.00003607415,0.00005952582,0.0007381277,0.0001030517,0.00001265038,0.0003948732,0.00003753978,0.0009072017,0.00248338,0.0007992627,0.9944108,0.00001749634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001936294,0.0008213617,0.005666937,0.0005673812,0.0006055176,0.0001482076,0.001142752,0.003405453,0.9857062],"genre_scores_gemma":[0.006072255,0.0002790506,0.002533833,0.0002656402,0.00008207525,0.00005138019,0.001170495,0.000514654,0.9890305],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06442755,"threshold_uncertainty_score":0.09189808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004520144040044357,"score_gpt":0.1714533115472911,"score_spread":0.1669331675072467,"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."}}