{"id":"W1973519612","doi":"10.1117/12.427052","title":"Optical scattering polarization measurements of fiber orientation of wood with rough surfaces","year":2001,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Textile materials and evaluations","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Materials science; Optics; Polarization (electrochemistry); Scattering; Optical fiber; Polarization-maintaining optical fiber; Hardwood; Light scattering; Graded-index fiber; Softwood; Fiber optic sensor; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001380215,0.0002708846,0.0001162228,0.0004200577,0.0001916304,0.0002207991,0.00008797756,0.0001216432,0.0006335609],"category_scores_gemma":[0.000366228,0.0001509125,0.0001172297,0.0002846555,0.0002744065,0.0002236491,0.0001816426,0.0002350146,0.0001508069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001318965,"about_ca_system_score_gemma":0.00008525158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000521982,"about_ca_topic_score_gemma":0.0006579926,"domain_scores_codex":[0.9998987,0.00001121805,0.000002985974,0.0000197852,0.00004749927,0.00001988641],"domain_scores_gemma":[0.9997484,0.00007123324,0.00004685801,0.00001934706,0.00008734991,0.00002679702],"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":[0.0000666531,0.00001368855,0.002943217,0.00001605234,0.000006678662,0.00002631945,0.0000352177,0.0004317175,0.9886304,0.0001476543,0.00003941864,0.007642866],"study_design_scores_gemma":[0.000004683389,0.00008447593,0.01762176,0.000003719863,0.00001044617,0.0001495782,0.0000882978,0.004542915,0.976764,0.0001917464,0.0005256284,0.00001275719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9841709,0.0001567902,0.01421792,0.00001164259,0.000008423305,0.00001003717,0.00007493762,0.00004395745,0.001305296],"genre_scores_gemma":[0.9896548,0.0002651015,0.009329696,0.00001003131,0.000006579761,0.000008689816,0.0001092197,0.00001038,0.0006054041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006335609,"threshold_uncertainty_score":0.002119482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02325172776234573,"score_gpt":0.2527851265555671,"score_spread":0.2295333987932213,"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."}}