{"id":"W4405438024","doi":"10.1145/3708899.3708900","title":"Students Report from ACM MMsys 2023","year":2023,"lang":"en","type":"article","venue":"ACM SIGMultimedia Records","topic":"Video Analysis and Summarization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005543134,0.001671711,0.0009265022,0.002858732,0.003615689,0.009199768,0.001347368,0.003233121,0.3847258],"category_scores_gemma":[0.008449229,0.0005790264,0.0009105491,0.003998177,0.00062033,0.003419809,0.007210416,0.003571654,0.3840949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002116068,"about_ca_system_score_gemma":0.006867481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01067442,"about_ca_topic_score_gemma":0.01939432,"domain_scores_codex":[0.9939089,0.0004983839,0.0002803033,0.0005335168,0.003884458,0.000894424],"domain_scores_gemma":[0.9862731,0.00051036,0.0002865256,0.0007221913,0.007149353,0.005058388],"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":[0.00002276268,0.00005521999,0.0003760517,0.00003257119,0.00000176394,0.00001959391,0.00004166471,0.00001161407,0.0001460943,0.000197393,0.9733779,0.02571742],"study_design_scores_gemma":[0.000005571805,0.00002790503,0.0007024465,0.00003514484,0.000002337083,0.00001407374,0.0001032045,0.00003520267,0.0001261705,0.00007116298,0.9988698,0.00000688743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009212538,0.00994799,0.003294153,0.1282529,0.09648897,0.001094941,0.01435084,0.005075947,0.7322817],"genre_scores_gemma":[0.00795492,0.003832429,0.0007592188,0.007752336,0.008025512,0.0004178697,0.004871265,0.0009196667,0.9654668],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3847258,"threshold_uncertainty_score":0.877614,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02783264350193429,"score_gpt":0.304555138964498,"score_spread":0.2767224954625637,"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."}}