{"id":"W2356390122","doi":"","title":"Application of modern analytical techniques to dyeing and finishing industry(IV)——Basic principle of electronic color management system and its application to textile industry","year":2007,"lang":"en","type":"article","venue":"Dyeing & Finishing","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Intertek (Canada)","funders":"","keywords":"Dyeing; ICC profile; Textile; Textile industry; Computer science; Color measurement; Color analysis; Artificial intelligence; Color space; Mathematics; Engineering; Engineering drawing; Color model; Materials 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":[0.0008068309,0.0005923352,0.0004248062,0.002309191,0.0006348672,0.001233666,0.0008609425,0.001074019,0.0021631],"category_scores_gemma":[0.0007997052,0.0005264906,0.000885302,0.0009573774,0.001005113,0.001181379,0.0009095558,0.001119585,0.0009549464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005383108,"about_ca_system_score_gemma":0.0005714516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004794053,"about_ca_topic_score_gemma":0.0003706646,"domain_scores_codex":[0.9989918,0.0001591866,0.00004901064,0.0001941335,0.0005323016,0.00007345169],"domain_scores_gemma":[0.9996191,0.0001143684,0.00003921929,0.00005386284,0.0001560093,0.00001741928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001300445,0.0001139356,0.003020016,0.00141527,0.0001003923,0.0004746123,0.0004546013,0.002792708,0.4817939,0.02807952,0.004623148,0.4770018],"study_design_scores_gemma":[0.00004035606,0.0008078867,0.00995488,0.0003103715,0.0001288255,0.005113913,0.0003602433,0.03986363,0.6329066,0.04431378,0.2659921,0.0002074174],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02847827,0.02435119,0.9222091,0.0008607364,0.001032304,0.0001542641,0.0001033559,0.001157461,0.02165325],"genre_scores_gemma":[0.3461648,0.02573751,0.6053799,0.0008056619,0.0008380203,0.0002414015,0.0001432611,0.0001395776,0.02054984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002309191,"threshold_uncertainty_score":0.007236302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0108509585887743,"score_gpt":0.2907822612686031,"score_spread":0.2799313026798287,"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."}}