{"id":"W4248294699","doi":"10.1145/1453805","title":"Proceedings of the 1st international conference on Designing interactive user experiences for TV and video","year":2008,"lang":"en","type":"paratext","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"IPTV; Interactive television; The Internet; Computer science; Multimedia; Internet television; Field (mathematics); Schematic; World Wide Web; Telecommunications; Engineering","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001637069,0.0001016936,0.0001632467,0.00009105617,0.0002884706,0.00005256655,0.0008366341,0.000202649,0.00183102],"category_scores_gemma":[0.00037641,0.00007105246,0.00004857315,0.0000970829,0.0008133387,0.0001226661,0.0001485751,0.0002096948,0.00002760427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004942316,"about_ca_system_score_gemma":0.0001478383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003796485,"about_ca_topic_score_gemma":0.0002016339,"domain_scores_codex":[0.9992731,0.00002936656,0.0001808112,0.0001895739,0.0002068894,0.000120238],"domain_scores_gemma":[0.9989526,0.0002991839,0.000267736,0.000100482,0.000350889,0.00002915209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001103855,0.0001461953,0.000424272,0.00003217673,0.0001184751,1.187842e-7,0.2345929,5.443135e-7,0.001433859,0.2677566,0.4862815,0.009102993],"study_design_scores_gemma":[0.0003361753,0.00007600251,0.00007544057,0.0002241897,0.000009478183,0.000001444202,0.1573444,0.0002358514,0.01049246,0.0007424325,0.83025,0.0002121286],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0174048,0.00007536242,0.0002504422,0.00542279,0.001204135,0.0007369039,0.00001446147,0.00003443822,0.9748567],"genre_scores_gemma":[0.890772,0.00165299,0.002545618,0.0002427713,0.000112802,0.000348234,0.000006929043,0.000009173747,0.1043094],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8733672,"threshold_uncertainty_score":0.9990814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08755228454958634,"score_gpt":0.3805943893395816,"score_spread":0.2930421047899953,"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."}}