{"id":"W2293123913","doi":"10.1109/mcg.2005.77","title":"Filters Rock","year":2005,"lang":"en","type":"article","venue":"IEEE Computer Graphics and Applications","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer graphics (images); Studio; Computer science; Cover (algebra); Painting; Adobe photoshop; Adobe; Computer graphics; Multimedia; Visual arts; Art; Operating system; Engineering; Software; Telecommunications","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":[],"consensus_categories":[],"category_scores_codex":[0.00002820353,0.00008841269,0.00007958346,0.00005568241,0.0004189756,0.00008772799,0.0001327463,0.0000472359,0.00007738388],"category_scores_gemma":[2.899182e-7,0.00007521573,0.00004154031,0.00002608582,0.0001266775,0.0000792918,0.00002606161,0.0001133587,0.00007120968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003963412,"about_ca_system_score_gemma":0.000004409589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001417386,"about_ca_topic_score_gemma":0.0003205542,"domain_scores_codex":[0.9995435,0.000005141686,0.0001076324,0.0001694661,0.00005262911,0.0001216363],"domain_scores_gemma":[0.9996795,0.00001420199,0.00003441746,0.0001790098,0.00004786947,0.00004498456],"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":[5.943637e-7,0.00004389105,0.00003421591,0.000005257502,0.00001714037,1.852989e-7,0.001564278,0.00001852416,0.00001604039,0.9273669,0.05344058,0.0174924],"study_design_scores_gemma":[0.00009020502,0.00001830782,0.00007644975,0.000003683963,0.00001214617,0.000003416482,0.0001313422,0.00263333,0.00003353008,0.01030049,0.9865906,0.0001065105],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09354299,0.005884174,0.7227524,0.03929322,0.001617769,0.003095448,0.0006109041,0.003407564,0.1297955],"genre_scores_gemma":[0.9927181,0.0002456169,0.0007549666,0.002505034,0.001923973,0.0001373174,0.00002728832,0.0000126277,0.001675056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.93315,"threshold_uncertainty_score":0.3222464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0202103671681764,"score_gpt":0.2243369781449986,"score_spread":0.2041266109768222,"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."}}