{"id":"W2808276770","doi":"10.1002/opph.201800025","title":"Make It Visible","year":2018,"lang":"en","type":"article","venue":"Optik & Photonik","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Aging","funders":"","keywords":"Daylight; Computer science; Fluorescence; Quality (philosophy); Optics; 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":[0.0004902878,0.0006156015,0.0002838752,0.0007086246,0.00084521,0.002631674,0.0007067531,0.001176411,0.06914316],"category_scores_gemma":[0.001371908,0.0002637563,0.000462943,0.0004910294,0.0008819187,0.002071687,0.001693688,0.001960378,0.02662468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004395256,"about_ca_system_score_gemma":0.0006587903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091504,"about_ca_topic_score_gemma":0.001215241,"domain_scores_codex":[0.9992633,0.00005844035,0.00001817944,0.0001155434,0.0004007541,0.0001437453],"domain_scores_gemma":[0.9990416,0.0001413907,0.0001105511,0.0001902749,0.0003402025,0.0001759199],"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":[0.000260791,0.0002873882,0.001972909,0.001150831,0.00006326564,0.0007676885,0.0008815521,0.001835571,0.3238134,0.1182252,0.2051397,0.3456016],"study_design_scores_gemma":[0.0000363352,0.0001705401,0.001359257,0.0001880108,0.0000511598,0.000284331,0.0003963925,0.0006812348,0.0899619,0.02038989,0.8864391,0.00004188275],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07562089,0.009428002,0.06043975,0.02601861,0.01217121,0.000190207,0.001553168,0.00487417,0.8097038],"genre_scores_gemma":[0.6138883,0.01155357,0.03954435,0.0120268,0.00177524,0.0002327659,0.001417393,0.002369442,0.3171922],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06914316,"threshold_uncertainty_score":0.2313069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008646181031098587,"score_gpt":0.2183452807559506,"score_spread":0.209699099724852,"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."}}