{"id":"W4392938086","doi":"10.1007/978-3-031-39062-3_14","title":"Fringe Projection Profilometry","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Optical measurement and interference techniques","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Profilometer; Projection (relational algebra); Materials science; Optics; Computer science; Physics; Algorithm; Composite material; Surface finish","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":[0.000363043,0.001017058,0.000565938,0.00169787,0.0005509261,0.001632981,0.00133045,0.0008538007,0.05204524],"category_scores_gemma":[0.0006527229,0.0006173868,0.00027508,0.001758213,0.0005684409,0.001875446,0.001080375,0.001150262,0.02319114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005111566,"about_ca_system_score_gemma":0.0003913862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008549095,"about_ca_topic_score_gemma":0.001920972,"domain_scores_codex":[0.9995707,0.00003241552,0.000007824038,0.00007062032,0.0002896504,0.00002871902],"domain_scores_gemma":[0.9996616,0.00008268648,0.0000158936,0.00008056348,0.0001428302,0.00001640161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005413389,0.00003326858,0.0001839988,0.000274098,0.000009689837,0.00004536512,0.00007661211,0.002084652,0.05795192,0.04661931,0.06882391,0.8238429],"study_design_scores_gemma":[0.00001000421,0.00007560082,0.00183659,0.0002116883,0.00002323256,0.001311996,0.0001373521,0.0395766,0.1662156,0.02605494,0.7644482,0.00009826778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002667634,0.004546612,0.7624457,0.0003363604,0.0004578702,0.00008846118,0.0007506697,0.004472494,0.2242341],"genre_scores_gemma":[0.05548007,0.00773462,0.4525759,0.0003247965,0.0001868937,0.0001310164,0.001528142,0.001734175,0.4803044],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05204524,"threshold_uncertainty_score":0.1741087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0526872447259292,"score_gpt":0.267159305337395,"score_spread":0.2144720606114658,"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."}}