{"id":"W4379740065","doi":"10.2139/ssrn.4472159","title":"Stokes Parameters Measurement System Designed by Symmetric Polarization Spectrophotometry with Double Quarter-Wave Plate","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Waveplate; Quarter (Canadian coin); Stokes parameters; Polarization (electrochemistry); Spectrophotometry; Optics; Physics; Chemistry; 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":[0.0009251067,0.00139438,0.001309139,0.002460159,0.001218633,0.001052964,0.001431084,0.001258772,0.009252938],"category_scores_gemma":[0.0006315912,0.0008523729,0.0006147482,0.002068185,0.0005264445,0.001055918,0.001230221,0.0008383049,0.005327049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007652919,"about_ca_system_score_gemma":0.001813216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001314191,"about_ca_topic_score_gemma":0.001631014,"domain_scores_codex":[0.9979214,0.0002529502,0.0000849826,0.000745173,0.0008351684,0.000160499],"domain_scores_gemma":[0.9991737,0.00008469175,0.00006287757,0.0001811578,0.000422753,0.00007484205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009375526,0.0003388037,0.01644904,0.0004758436,0.0001685218,0.0001806032,0.0002915845,0.002237402,0.7819555,0.004288946,0.01569396,0.1769822],"study_design_scores_gemma":[0.0002916806,0.0005467773,0.03111832,0.00005949572,0.0003436667,0.0011745,0.0002391667,0.07239487,0.8245839,0.002044101,0.06686264,0.0003408604],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1505756,0.0008436277,0.7951435,0.0004054367,0.0007912302,0.000911379,0.006622893,0.02587601,0.01883041],"genre_scores_gemma":[0.5045769,0.0005966179,0.4649039,0.000684464,0.0003304934,0.001272189,0.007718947,0.001091797,0.01882475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009252938,"threshold_uncertainty_score":0.03095418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0192566890484967,"score_gpt":0.2082158668380606,"score_spread":0.1889591777895639,"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."}}