{"id":"W2159073265","doi":"10.2312/compaesth/compaesth09/129-136","title":"Distinctive Parameters of Expressive Motion","year":2009,"lang":"en","type":"article","venue":"Eurographics","topic":"Color perception and design","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Motion (physics); Perception; Association (psychology); Scope (computer science); Cognitive psychology; Computer science; Cognitive science; Psychology; 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":[],"consensus_categories":[],"category_scores_codex":[0.00009654173,0.00007705535,0.0001038341,0.0001238887,0.00003289722,0.000007683503,0.00008564228,0.00006090012,0.0004218692],"category_scores_gemma":[0.00003425543,0.00007416731,0.00009535164,0.0002979633,0.0000906373,0.0000352305,0.00000659366,0.0001091348,0.00006441472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004794304,"about_ca_system_score_gemma":0.00000394464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009767107,"about_ca_topic_score_gemma":0.000001800574,"domain_scores_codex":[0.999331,0.0001130031,0.0001518268,0.0001688308,0.0001073436,0.0001280032],"domain_scores_gemma":[0.9995297,0.00006575727,0.00008587533,0.000212601,0.00005723218,0.00004885847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001280777,0.003126765,0.0696214,0.0000233427,0.0002467596,0.0001296244,0.02455507,0.00008244089,0.01917012,0.1789856,0.02971487,0.6730632],"study_design_scores_gemma":[0.0005767727,0.000686253,0.9911757,0.00000983561,0.00002829439,0.000009044577,0.0007116831,0.00004050823,0.0003191227,0.003873431,0.00243402,0.0001353078],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9414119,0.00007456304,0.01292115,0.0002159531,0.0003794947,0.0001837584,0.00001003362,0.0000969625,0.04470617],"genre_scores_gemma":[0.9986527,0.000008515362,0.0007560376,0.0003318255,0.0000289296,0.000006598406,0.000007412572,0.000006133351,0.000201876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9215543,"threshold_uncertainty_score":0.4619173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04153438908918503,"score_gpt":0.3269249823730627,"score_spread":0.2853905932838777,"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."}}