{"id":"W4281809932","doi":"10.1090/noti2490","title":"Coloring With a Limited Paintbox","year":2022,"lang":"en","type":"article","venue":"Notices of the American Mathematical Society","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Mathematics","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":[0.0008074517,0.0004339329,0.0005404603,0.0004651477,0.001128562,0.001873272,0.001396432,0.0006745588,0.01297672],"category_scores_gemma":[0.002085513,0.000326892,0.0009568002,0.0006879534,0.001827104,0.005925176,0.002123032,0.001916353,0.001677307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001298287,"about_ca_system_score_gemma":0.0007965181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001258972,"about_ca_topic_score_gemma":0.002242427,"domain_scores_codex":[0.9994299,0.0001144906,0.0000264245,0.0001629186,0.0001405557,0.0001256143],"domain_scores_gemma":[0.9988393,0.0004070971,0.00005283035,0.0004433294,0.0001421166,0.0001152946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002010855,0.00007286086,0.0002465829,0.000151515,0.00001958147,0.00008014686,0.0002131514,0.006839796,0.005238567,0.934909,0.007385874,0.04464173],"study_design_scores_gemma":[0.00003736338,0.00004214565,0.00009396163,0.00003172671,0.00001905205,0.00009186023,0.00005818125,0.02632869,0.00271601,0.9511549,0.01941214,0.00001397161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1212096,0.0009949377,0.7852672,0.002729268,0.0005443991,0.0001330821,0.0005000941,0.001998488,0.08662291],"genre_scores_gemma":[0.6216871,0.0009532569,0.3342009,0.001267349,0.0002887573,0.000189697,0.0004549329,0.0008492264,0.0401088],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01297672,"threshold_uncertainty_score":0.04341143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03195692427527982,"score_gpt":0.3008825646431904,"score_spread":0.2689256403679106,"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."}}