{"id":"W1972416486","doi":"10.1109/psivt.2010.85","title":"What Makes Motion Meaningful? Affective Properties of Abstract Motion","year":2010,"lang":"en","type":"article","venue":"","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Animation; Motion (physics); Computer science; Perception; Human–computer interaction; Interpretation (philosophy); Visualization; Computer animation; Modality (human–computer interaction); Computer graphics; Affect (linguistics); Computer vision; Artificial intelligence; Multimedia; Computer graphics (images); Psychology; Communication","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":[0.0004025042,0.0002218183,0.0001773759,0.0002059882,0.0003277517,0.00132899,0.0001556001,0.0004214027,0.002681297],"category_scores_gemma":[0.005208508,0.0001566603,0.0002140853,0.0001713396,0.001010913,0.00126103,0.000551231,0.000427712,0.0001933505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002061565,"about_ca_system_score_gemma":0.00009657948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002208157,"about_ca_topic_score_gemma":0.0003036521,"domain_scores_codex":[0.999698,0.0001426334,0.00001636503,0.00004585924,0.00006105199,0.00003610597],"domain_scores_gemma":[0.9991641,0.000437056,0.0001475043,0.00008248344,0.00009874951,0.00007016593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002245055,0.000109433,0.0145915,0.001480333,0.0001851545,0.001043737,0.01215324,0.005309832,0.726358,0.09404962,0.003782196,0.138692],"study_design_scores_gemma":[0.0003558021,0.003127904,0.3544761,0.001333556,0.0007356631,0.004037453,0.03057468,0.05037263,0.1346046,0.3319119,0.08800665,0.0004630727],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9209872,0.001543408,0.03416218,0.001588316,0.0004121421,0.0000624319,0.0001574086,0.0001011047,0.04098591],"genre_scores_gemma":[0.994633,0.0003360335,0.003968724,0.0001300533,0.00004673608,0.00001580843,0.00003754641,0.00003382806,0.0007983255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002681297,"threshold_uncertainty_score":0.008969784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04041544748501791,"score_gpt":0.2656739741567582,"score_spread":0.2252585266717403,"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."}}