{"id":"W4362705197","doi":"10.36227/techrxiv.22434436.v1","title":"A Primary-side Maximum Efficiency Transfer Solution in Wireless Power Transfer Systems: Theory and Validation","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Energy Harvesting in Wireless Networks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Wireless power transfer; Power (physics); Power control; Maximum power transfer theorem; Regulator; Control theory (sociology); Computer science; Wireless; Transfer (computing); Point (geometry); Electronic engineering; Control (management); Engineering; Telecommunications; Mathematics; Physics; Chemistry","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":[0.001476939,0.0006946148,0.0008837028,0.0004455867,0.0004374236,0.001260315,0.001016926,0.001619836,0.002374533],"category_scores_gemma":[0.003906527,0.0003492581,0.0007542867,0.0003969152,0.001560636,0.001259241,0.001298494,0.001360447,0.0006077983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005630154,"about_ca_system_score_gemma":0.0005202286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004702113,"about_ca_topic_score_gemma":0.0002234801,"domain_scores_codex":[0.9992629,0.0002329756,0.00002135884,0.000101896,0.0003358845,0.00004503007],"domain_scores_gemma":[0.9988242,0.0007768448,0.0001011267,0.00009012777,0.000187159,0.00002055991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000646864,0.00007847878,0.000379455,0.0005756184,0.00004041322,0.000166409,0.000219119,0.8331779,0.01771256,0.1085748,0.0008661794,0.03814451],"study_design_scores_gemma":[0.000004938648,0.00005853706,0.00006984182,0.00003937289,0.000006349949,0.00005573434,0.00001918305,0.9838725,0.002503192,0.01229051,0.001071648,0.000008085116],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.007053816,0.0005351901,0.9844617,0.0001645534,0.000031862,0.0000481128,0.00001501333,0.00009634566,0.007593467],"genre_scores_gemma":[0.8902261,0.001768432,0.1024009,0.0001561055,0.0001021276,0.0003623768,0.00005995528,0.00009102617,0.004832999],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002374533,"threshold_uncertainty_score":0.007943571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01456769282306888,"score_gpt":0.2137033170109355,"score_spread":0.1991356241878666,"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."}}