{"id":"W4388721365","doi":"10.1109/epeps58208.2023.10314914","title":"Front Matter","year":2023,"lang":"en","type":"paratext","venue":"","topic":"Innovative Energy Harvesting Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Electrical engineering; Voltage; Converters; Duty cycle; Transformer; Switched-mode power supply; High voltage; Low voltage; AC adapter; Computer science; Power (physics); Electronic engineering; Engineering; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004488812,0.0002463696,0.0002365829,0.0002538152,0.00002123014,0.00003475933,0.000315333,0.0003848728,0.0335941],"category_scores_gemma":[0.00001841632,0.0002240524,0.00004051139,0.000210352,0.00003712324,0.00003533102,0.0001162625,0.0004307159,0.6966317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007972218,"about_ca_system_score_gemma":0.00001008012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002624368,"about_ca_topic_score_gemma":0.000007531661,"domain_scores_codex":[0.9992656,0.000005295384,0.000186481,0.0001783675,0.00009497155,0.0002693014],"domain_scores_gemma":[0.9995362,0.00003428421,0.00002245883,0.0003621119,0.00003177828,0.00001322586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[1.666512e-7,0.000001012683,0.000003482726,0.00008034633,0.0000458413,0.000004080042,0.000005381716,0.005566758,0.00009639787,0.0002162299,0.9934381,0.0005421606],"study_design_scores_gemma":[0.00003553884,0.0000043097,0.0001370265,0.00008461585,0.000004174911,0.00000152747,0.00001272698,0.0007102462,0.004350756,0.0001940497,0.9941135,0.0003514994],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001916966,0.0001796449,0.005760158,0.00008684742,0.004716353,0.00006123116,0.00003663746,0.003732119,0.9852353],"genre_scores_gemma":[0.0006319146,0.00008706996,0.003571521,0.00008664613,0.0002389963,0.00005971209,0.0001503198,0.0001660868,0.9950078],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6630376,"threshold_uncertainty_score":0.9672893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01895497083334515,"score_gpt":0.2349644845256534,"score_spread":0.2160095136923082,"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."}}