{"id":"W2071973189","doi":"10.1139/p00-091","title":"Metallic rough surface retrieval from the specular intensity of scattered optical waves","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Physics","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Physics; Specular reflection; Scattering; Optics; Intensity (physics); Rough surface; Root mean square; Surface (topology); Surface finish; Standard deviation; Computational physics; Geometry; Statistics; Quantum mechanics; Materials science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0001515779,0.0003566354,0.0003749396,0.0006438046,0.0001591146,0.0004751912,0.0003196064,0.000296542,0.0005770337],"category_scores_gemma":[0.0008918908,0.0002103014,0.0002055308,0.0004521979,0.0002908516,0.0005590922,0.0003254982,0.0002306822,0.0004362069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002494386,"about_ca_system_score_gemma":0.0003234883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007131005,"about_ca_topic_score_gemma":0.001487504,"domain_scores_codex":[0.9998741,0.00001316858,0.000003577072,0.00002033902,0.00007717457,0.0000116954],"domain_scores_gemma":[0.9998024,0.00005277156,0.00003412,0.00003325554,0.00006742593,0.00001008977],"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":[0.0002011036,0.00008849112,0.004887324,0.0002154081,0.00006603036,0.0002820472,0.0001695214,0.09091805,0.730845,0.007476515,0.001015621,0.1638348],"study_design_scores_gemma":[0.00003107463,0.0001203559,0.007726543,0.0000164601,0.00004253604,0.0002949761,0.0001008221,0.8079972,0.1784809,0.003718039,0.001421008,0.00004997013],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6110711,0.0005158712,0.3821154,0.0001262374,0.00003416854,0.00004366918,0.0002448606,0.001092298,0.004756516],"genre_scores_gemma":[0.8992218,0.000417476,0.09811552,0.0000345944,0.00003042377,0.00002202373,0.0003385029,0.00008140573,0.0017383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007131005,"threshold_uncertainty_score":0.001930356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02250966394547515,"score_gpt":0.1991923359471832,"score_spread":0.176682672001708,"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."}}