{"id":"W2065069480","doi":"10.1145/2030441.2030461","title":"Simple motion textures for ambient affect","year":2011,"lang":"en","type":"article","venue":"","topic":"Color perception and design","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; Microsoft","keywords":"Affect (linguistics); Motion (physics); Computer science; Atmosphere (unit); Valence (chemistry); Human–computer interaction; Computer vision; Cognitive psychology; Psychology; Communication; Geography; Physics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000264352,0.0004006051,0.0002278805,0.0003351136,0.0004123069,0.001367976,0.0002022555,0.0003481358,0.008978548],"category_scores_gemma":[0.002787139,0.0002359677,0.0003422522,0.0002960011,0.0007401818,0.0007305277,0.0007324436,0.0004242482,0.0004033196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003927677,"about_ca_system_score_gemma":0.0001228756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004133391,"about_ca_topic_score_gemma":0.0005091762,"domain_scores_codex":[0.9997502,0.00008439278,0.00001364219,0.00004210837,0.00007602781,0.00003366784],"domain_scores_gemma":[0.9989725,0.0005991943,0.0001593643,0.0001324273,0.00007337579,0.00006315359],"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":[0.004158432,0.0003703919,0.01134681,0.001711877,0.0001032466,0.0005430939,0.002879622,0.01000248,0.7559932,0.04420433,0.00185676,0.1668297],"study_design_scores_gemma":[0.00100682,0.00531985,0.4745913,0.0004585822,0.0006995793,0.003015382,0.003124682,0.05917971,0.2370164,0.146952,0.06820565,0.0004301064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9255353,0.001990176,0.02630705,0.000302407,0.0001461702,0.0001729718,0.0002372355,0.0001819291,0.04512664],"genre_scores_gemma":[0.9930164,0.0002174802,0.005271903,0.00005270304,0.00001780144,0.00003782604,0.00003356158,0.00003415949,0.001318187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008978548,"threshold_uncertainty_score":0.03003621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1110002477772628,"score_gpt":0.3635525845980871,"score_spread":0.2525523368208243,"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."}}