{"id":"W2040931147","doi":"10.1117/12.452345","title":"Generalized moment function and conformal transform","year":2002,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Optical Polarization and Ellipsometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Centroid; Artificial intelligence; Object (grammar); Convolution (computer science); Pattern recognition (psychology); Feature (linguistics); Moment (physics); Computer vision; Feature extraction; Conformal map; Computer science; Mathematics; Geometry; Physics; Artificial neural network","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":[0.0005037546,0.0005561981,0.0005700296,0.001418049,0.000364547,0.001149937,0.0008049353,0.001023922,0.002977381],"category_scores_gemma":[0.002032781,0.0002072403,0.0007631046,0.001084721,0.001253428,0.001851443,0.000771445,0.000977396,0.0007810247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006468078,"about_ca_system_score_gemma":0.0003830534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123169,"about_ca_topic_score_gemma":0.0005776577,"domain_scores_codex":[0.9996246,0.00006980227,0.00001221522,0.0000832543,0.0001553729,0.00005467031],"domain_scores_gemma":[0.9995314,0.0001402668,0.00008029315,0.00008422983,0.0001200295,0.0000438208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005756548,0.00002305219,0.0007648814,0.0001178758,0.00003574332,0.000269585,0.0001062039,0.04738427,0.01258091,0.8248841,0.00531406,0.1084617],"study_design_scores_gemma":[0.00003270785,0.0001005238,0.001623095,0.0000274283,0.00002337821,0.001118677,0.00006510509,0.4859765,0.006425888,0.4674951,0.0370051,0.000106447],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01940147,0.002563574,0.9630582,0.0007674453,0.0002993568,0.00003252236,0.0001425544,0.0003971086,0.01333764],"genre_scores_gemma":[0.6095675,0.004510599,0.3634931,0.0006450017,0.001413103,0.0001365777,0.0004449722,0.0003100989,0.01947903],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002977381,"threshold_uncertainty_score":0.009960294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01119079845759146,"score_gpt":0.202396238343769,"score_spread":0.1912054398861776,"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."}}