{"id":"W3197766797","doi":"10.21203/rs.3.rs-206241/v1","title":"The problems in the quarter-wavelength model and impedance matching theory in analysising microwave absorption material","year":2021,"lang":"en","type":"preprint","venue":"Research Square","topic":"Electromagnetic wave absorption materials","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microwave; Impedance matching; Absorption (acoustics); Quarter (Canadian coin); Materials science; Wavelength; Matching (statistics); Electrical impedance; Optoelectronics; Electronic engineering; Optics; Computer science; Physics; Telecommunications; Electrical engineering; Mathematics; Engineering; Statistics; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002581136,0.0006932238,0.001067945,0.001097614,0.0006373449,0.00275806,0.002414255,0.002398913,0.004207008],"category_scores_gemma":[0.003812648,0.0006138295,0.0008575027,0.001192537,0.003336877,0.008204713,0.001537619,0.00293116,0.001705641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225607,"about_ca_system_score_gemma":0.0006416457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008606846,"about_ca_topic_score_gemma":0.000439713,"domain_scores_codex":[0.9986577,0.0005579512,0.00005796534,0.0001803712,0.0004531176,0.00009283652],"domain_scores_gemma":[0.998435,0.0008825213,0.0001156339,0.0003338867,0.000186067,0.00004694602],"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":[0.0000366582,0.00006263426,0.0001696069,0.00009007204,0.00001226817,0.0001217688,0.0001454186,0.0173581,0.002724698,0.9627457,0.002581,0.01395208],"study_design_scores_gemma":[0.000007719609,0.00002592131,0.00007767148,0.0000184807,0.000005403931,0.0001142092,0.00007799838,0.1566104,0.001214863,0.836251,0.005580602,0.00001561891],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02013741,0.004523028,0.9406896,0.004688107,0.0006680543,0.0000301214,0.00006462878,0.0003451828,0.02885394],"genre_scores_gemma":[0.6098711,0.005991978,0.327383,0.002450197,0.001273754,0.0002656624,0.0001672766,0.0008006293,0.05179643],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004207008,"threshold_uncertainty_score":0.01407385,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04062181504370223,"score_gpt":0.3390093969716867,"score_spread":0.2983875819279845,"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."}}