{"id":"W4294316208","doi":"10.1364/oic.2022.wc.1","title":"OIC 2022 Manufacturing Problem Contest","year":2022,"lang":"en","type":"article","venue":"Optical Interference Coatings Conference (OIC) 2022","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"CONTEST; Computer science; Transmittance; Filter (signal processing); Industrial engineering; Engineering; Materials science; Optoelectronics; Computer vision; Political science","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":[0.02087704,0.001602447,0.001950111,0.00174213,0.006958495,0.01170359,0.004102163,0.01129918,0.1124427],"category_scores_gemma":[0.02368241,0.000686592,0.00154347,0.001428486,0.001793689,0.002930809,0.004449231,0.005071515,0.04466193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004208085,"about_ca_system_score_gemma":0.01181143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01077224,"about_ca_topic_score_gemma":0.01590812,"domain_scores_codex":[0.9768646,0.002639274,0.0006290187,0.001729021,0.01471851,0.003419473],"domain_scores_gemma":[0.9671293,0.00479782,0.001134815,0.002652937,0.01709655,0.007188553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004741125,0.0002725272,0.0004412721,0.0001845929,0.0000222159,0.0004659769,0.00009577213,0.001541719,0.003797454,0.01771029,0.934801,0.04019305],"study_design_scores_gemma":[0.00007685522,0.0001540201,0.0007008531,0.00008665095,0.000009453989,0.0002442512,0.0002086891,0.003471141,0.002707275,0.005011442,0.9872926,0.00003665895],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02409804,0.004847371,0.08533043,0.1468871,0.07541212,0.003310658,0.01027001,0.005187188,0.6446572],"genre_scores_gemma":[0.1420241,0.001607283,0.06880553,0.04297722,0.01346327,0.00192746,0.02119228,0.003994592,0.7040082],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1124427,"threshold_uncertainty_score":0.3761584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02873711350799191,"score_gpt":0.22984838558359,"score_spread":0.2011112720755981,"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."}}