{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"c2300129ba3e","filters":{"venue":"Telecom Power Technologies"}},"results":[{"id":"W2394269007","doi":"","title":"The Design of a Synchronous DC/DC Converter with PWM/PFM Switching Control","year":2007,"lang":"en","type":"article","venue":"Telecom Power Technologies","topic":"Advanced DC-DC Converters","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"","keywords":"Ripple; Pulse-width modulation; Power (physics); Dissipation; Voltage; Electrical engineering; Power electronics; Forward converter; Ćuk converter; Electronic engineering; Control theory (sociology); Computer science; Boost converter; Engineering; Physics; Control (management)","authors":[{"name":"Changyuan Chang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004713124288224979,"gpt":0.1944261145057397,"spread":0.1897129902175147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001802716,0.0002718297,0.0003872544,0.0002767472,0.0003230932,0.0006880826,0.0007591669,0.0003616718,0.001522053],"category_scores_gemma":[0.0001819662,0.0001879135,0.0002741264,0.000287286,0.0001630915,0.0004501864,0.0001304364,0.0003145762,0.000485653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003110782,"about_ca_system_score_gemma":0.0004778735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005631394,"about_ca_topic_score_gemma":0.0007359367,"domain_scores_codex":[0.9998117,0.00002055043,0.00001467041,0.00005492745,0.0000788873,0.00001933064],"domain_scores_gemma":[0.9999197,0.000009522594,0.000007786188,0.000009746092,0.00004417453,0.000009130625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002507802,0.000159236,0.001255919,0.0005858407,0.00009855464,0.0007832663,0.0001954777,0.03220547,0.5033723,0.04167137,0.004068181,0.4153536],"study_design_scores_gemma":[0.0001633744,0.001149851,0.001796268,0.00006589368,0.0001808222,0.002494297,0.00006907943,0.5876288,0.3386687,0.00668427,0.06102865,0.00006999438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02812495,0.0005145381,0.9593144,0.0001677202,0.0001970751,0.0001827787,0.00006336424,0.001063178,0.01037201],"genre_scores_gemma":[0.7442316,0.0005417875,0.2469872,0.0001916829,0.0001473885,0.0001471092,0.00008772586,0.00004934655,0.00761607],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001522053,"threshold_uncertainty_score":0.005091786,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}