{"id":"W4404617758","doi":"10.3390/engproc2024076089","title":"A Review of Digital Projection and Measurement Technologies for Industrial Fabrication Quality Assurance","year":2024,"lang":"en","type":"review","venue":"","topic":"Augmented Reality Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Polytechnic","funders":"","keywords":"Quality assurance; Computer science; Fabrication; Projection (relational algebra); Quality (philosophy); Engineering; Operations management; 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":[0.001437853,0.001199219,0.001653654,0.005145341,0.0004521408,0.001355125,0.001384752,0.0014413,0.006480509],"category_scores_gemma":[0.002271485,0.0006339021,0.001074901,0.004974124,0.0007742764,0.002134346,0.0009274927,0.001806594,0.002537712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007618846,"about_ca_system_score_gemma":0.001926558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002339537,"about_ca_topic_score_gemma":0.002636045,"domain_scores_codex":[0.9992605,0.0001341424,0.0001443609,0.0001190752,0.0003027103,0.00003919718],"domain_scores_gemma":[0.9982779,0.001017127,0.0001914657,0.00005210475,0.0004016184,0.00005975451],"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":[0.00005370402,0.00007764631,0.0001847565,0.04704369,0.0001057518,0.0001615238,0.00008513055,0.0004875035,0.001431867,0.004638125,0.01700658,0.9287236],"study_design_scores_gemma":[0.00001244146,0.0001485425,0.001262072,0.01225065,0.0002031432,0.001342169,0.00008743007,0.0001661472,0.0008274213,0.001694963,0.9819592,0.00004579722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007473426,0.9985741,0.0002721398,0.0001219172,0.0001306626,0.000007452199,0.00002037533,0.000007170812,0.0007914127],"genre_scores_gemma":[0.0005006004,0.99855,0.0004253196,0.0001020393,0.0001064904,0.000009189229,0.00002828356,0.000002091038,0.0002760023],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006480509,"threshold_uncertainty_score":0.02167946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2985490219478665,"score_gpt":0.4162046181192535,"score_spread":0.1176555961713869,"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."}}