{"id":"W7004688123","doi":"","title":"Orange Gradient","year":2011,"lang":"en","type":"article","venue":"SOURCE Sheridan's Institutional Repository (Sheridan College)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Orange (colour); Sample (material); Analytical Chemistry (journal); Sample preparation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002709765,0.000389609,0.0003108156,0.0001271048,0.000625633,0.00005588163,0.0005611709,0.0002710196,0.0001406965],"category_scores_gemma":[0.00007647097,0.0003955221,0.0003670719,0.0003143387,0.0005969935,0.00002776405,0.0002695432,0.0002252429,0.00005186452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001383869,"about_ca_system_score_gemma":0.0003343134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002357711,"about_ca_topic_score_gemma":0.00005903239,"domain_scores_codex":[0.997678,0.00013023,0.0005119758,0.0008013545,0.0004204451,0.0004579464],"domain_scores_gemma":[0.9984,0.00001137473,0.0001894789,0.0009016157,0.0002511293,0.0002464433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0007713413,0.000981216,0.01947018,0.0000878818,0.0007320711,0.0007999442,0.0005790278,0.000219895,0.933784,0.004158124,0.03539388,0.003022454],"study_design_scores_gemma":[0.0006155341,0.0003944886,0.00610378,0.00004063981,0.0001095363,0.0005454544,0.0002623055,0.0001384557,0.5273399,0.0001570546,0.4635954,0.0006974683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7930222,0.0006569942,0.0075159,0.00003405193,0.0003335181,0.0004036641,0.00001510656,0.0001909566,0.1978276],"genre_scores_gemma":[0.9789515,0.0000500154,0.004282472,0.0003342419,0.0005940473,0.0001251371,0.00007385427,0.00005804593,0.01553071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4282015,"threshold_uncertainty_score":0.9998497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01075810882862864,"score_gpt":0.2132543369048455,"score_spread":0.2024962280762168,"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."}}