{"id":"W4402432793","doi":"10.2139/ssrn.4953967","title":"Impact of the Continuity of Spinning Rate Function on Circular Sop Conversion Performance in Spun Quarter Wave Plate","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Earthquake and Tsunami Effects","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Spinning; Quarter (Canadian coin); Function (biology); Physics; Materials science; Mechanics; Optics; Mathematics; Composite material; History; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001308455,0.0002556655,0.0003805895,0.0002322692,0.00003873609,0.00002567178,0.0001744289,0.0002164136,0.00001323799],"category_scores_gemma":[0.00001628489,0.0001839872,0.0003778334,0.0001826871,0.00003193993,0.00006762183,0.00008523266,0.00442463,0.00001203666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008808793,"about_ca_system_score_gemma":0.0006487069,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000057604,"about_ca_topic_score_gemma":0.00006448754,"domain_scores_codex":[0.9981983,0.00010763,0.0004086675,0.000179718,0.0002260498,0.0008796332],"domain_scores_gemma":[0.9994115,0.00003957691,0.0001998766,0.0002595824,0.0000539811,0.00003552311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0008820822,0.0001790623,0.06431045,0.003490337,0.003783532,0.00004446015,0.00228766,0.8356361,0.04932104,0.003435511,0.0001275757,0.03650213],"study_design_scores_gemma":[0.002704906,0.002545859,0.7182409,0.005334683,0.0004408959,0.0002540561,0.0003199584,0.2048772,0.01397582,0.05038866,0.00006184283,0.0008552357],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960186,0.001902767,0.0005509309,0.00001892667,0.0007947924,0.0002268285,0.00000544767,0.00002849495,0.0004532516],"genre_scores_gemma":[0.9985828,0.001201398,0.00000277321,0.000004854888,0.0001186856,0.000003448431,0.000005292439,0.00003569829,0.00004504971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6539304,"threshold_uncertainty_score":0.9978722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005690842289068777,"score_gpt":0.2081875751077038,"score_spread":0.202496732818635,"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."}}