{"id":"W4321506141","doi":"10.2139/ssrn.4366195","title":"Manipulating Lattice Distortion To Promote Average Thermoelectric Power Factor In Metavalent Bonded AgBiSe<sub>2</sub>","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Advanced Thermoelectric Materials and Devices","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Chemistry; Materials science; 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":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.01680863,0.007494492,0.008473423,0.005074183,0.003723254,0.004203576,0.008171987,0.004511331,0.0062581],"category_scores_gemma":[0.004040999,0.007491287,0.003788448,0.005549954,0.0009171012,0.003016773,0.004166772,0.01514364,0.01213291],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01501635,"about_ca_system_score_gemma":0.008223048,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002608885,"about_ca_topic_score_gemma":0.04336425,"domain_scores_codex":[0.9488775,0.0046482,0.01060578,0.008961998,0.008028845,0.01887774],"domain_scores_gemma":[0.9749919,0.001918218,0.009494332,0.007732307,0.002592035,0.003271244],"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":[0.003665023,0.002683373,0.001063146,0.001873437,0.002806625,0.0002408424,0.005523606,0.01171438,0.9403636,0.005684932,0.005759289,0.01862177],"study_design_scores_gemma":[0.01771131,0.003415187,0.009032533,0.007123834,0.005163804,0.006548635,0.001054974,0.0007453346,0.07570969,0.1918888,0.6529501,0.02865578],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8891118,0.01684625,0.06888402,0.001575283,0.01154124,0.006265337,0.001166925,0.002624911,0.001984243],"genre_scores_gemma":[0.9268137,0.01889729,0.01530917,0.001048521,0.006091127,0.001325093,0.002748576,0.002621948,0.02514459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8646539,"threshold_uncertainty_score":0.9975737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04603780458143344,"score_gpt":0.3013392943591491,"score_spread":0.2553014897777157,"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."}}