{"id":"W2335877778","doi":"10.26522/ti.v2i1.728","title":"The Language of Visual Sounds","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Visual language; Computer science; Audio visual; Communication; Linguistics; Psychology; Multimedia; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002761093,0.0005910503,0.0004139731,0.001932224,0.003263419,0.01221865,0.00121453,0.002849453,0.010022],"category_scores_gemma":[0.0109808,0.0003235685,0.0003982693,0.001611709,0.02521701,0.01071769,0.002720979,0.004546832,0.00167126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002048488,"about_ca_system_score_gemma":0.002290662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006099186,"about_ca_topic_score_gemma":0.002774964,"domain_scores_codex":[0.9962263,0.002317129,0.0001626508,0.0004315879,0.0005665693,0.0002956256],"domain_scores_gemma":[0.9946393,0.003280059,0.0003855606,0.000576153,0.0007943356,0.0003245287],"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":[0.00002061421,0.000005422134,0.0001253841,0.00004567312,0.00000340073,0.00004781748,0.008608859,0.00005804342,0.000281963,0.9779946,0.006220419,0.006587747],"study_design_scores_gemma":[0.00002651307,0.00003840626,0.0008958686,0.0002908873,0.00001167532,0.0003321774,0.008995577,0.000482329,0.0005456941,0.667391,0.3209519,0.00003793073],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02326824,0.02090118,0.02840025,0.05362311,0.003087003,0.00004384877,0.0003803006,0.0002310409,0.870065],"genre_scores_gemma":[0.9210546,0.004922795,0.006128318,0.006586869,0.003534339,0.0001082773,0.0001670938,0.0002851608,0.05721259],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01221865,"threshold_uncertainty_score":0.03352696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0214010892970192,"score_gpt":0.3686420714032133,"score_spread":0.3472409821061941,"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."}}