{"id":"W2941698180","doi":"10.1145/3290605.3300686","title":"Color Builder","year":2019,"lang":"en","type":"article","venue":"","topic":"Color perception and design","field":"Psychology","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Tweaking; Computer science; Workflow; Interface (matter); Visualization; Context (archaeology); Computer graphics (images); Human–computer interaction; Software; User interface; Computer vision; Multimedia; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005364513,0.00003640583,0.00005104106,0.00002625568,0.00001105698,0.000007330068,0.00005169358,0.00004372431,0.3592602],"category_scores_gemma":[0.000002079239,0.00002949118,0.00002651127,0.00005050465,0.00000945494,0.00001802049,0.000009394276,0.00003759104,0.1109144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007635851,"about_ca_system_score_gemma":0.000005442503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003439602,"about_ca_topic_score_gemma":0.000008862667,"domain_scores_codex":[0.9996674,0.000021723,0.00005709798,0.0001124132,0.00004334303,0.00009802453],"domain_scores_gemma":[0.9997573,0.00002596864,0.000008999727,0.0001646216,0.00001232793,0.00003080918],"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":[0.0001004407,0.0001436671,0.02360034,0.000002677051,0.00002420473,0.000005994706,0.001104527,0.000003042319,0.008270925,0.2183237,0.7379523,0.01046825],"study_design_scores_gemma":[0.0007902643,0.0001674672,0.25181,0.000001131604,0.00000372458,0.00001143458,0.000835643,0.00006903742,0.00007609356,0.0003523661,0.7457668,0.0001160198],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4485926,0.000005798688,0.00035223,0.0002625925,0.0004394677,0.00007877768,3.153081e-7,0.00005951586,0.5502087],"genre_scores_gemma":[0.6599415,3.038384e-7,0.0001691248,0.001746779,0.00002885149,0.000007086681,7.590389e-7,0.00000366671,0.338102],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2483458,"threshold_uncertainty_score":0.8897779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02051918074623578,"score_gpt":0.3270017728255279,"score_spread":0.3064825920792922,"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."}}