{"id":"W2071249697","doi":"10.1145/358916.361973","title":"CSCW 2000 video program","year":2000,"lang":"en","type":"article","venue":"","topic":"Video Analysis and Summarization","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer-supported cooperative work; Computer science; Multimedia; Computer graphics (images); Human–computer interaction; Engineering","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001048797,0.00005774676,0.00007488639,0.00004106253,0.00006581074,0.0001897647,0.0003474898,0.00002719693,0.002043126],"category_scores_gemma":[0.000004888574,0.00004475182,0.00005318157,0.0004331712,0.00001057143,0.0003543809,0.00002852164,0.00003419709,0.0007816858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001338089,"about_ca_system_score_gemma":0.00003027883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005657681,"about_ca_topic_score_gemma":0.00002612578,"domain_scores_codex":[0.9993512,0.0000235144,0.0001265744,0.0002024361,0.0001532388,0.0001430291],"domain_scores_gemma":[0.999562,0.00001038166,0.00001531679,0.0003285273,0.00002935963,0.00005438813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[6.226321e-7,0.00005326876,0.0004578473,7.584092e-7,0.000006651726,0.000002096496,0.00007603932,0.0001669552,0.00001967392,0.01133517,0.004771273,0.9831097],"study_design_scores_gemma":[0.0001736987,0.0000805804,0.004626949,0.000004377124,0.000007587581,0.000004162195,0.00000528167,0.5056708,0.0004444564,0.00289788,0.4859015,0.0001827004],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01425182,0.0001135288,0.5509146,0.002943306,0.0000973653,0.0002200062,3.849699e-7,0.0008805355,0.4305784],"genre_scores_gemma":[0.7817001,0.00006919436,0.1269718,0.002029189,0.0001075616,0.0000359206,0.00000893433,0.000008732082,0.08906857],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.982927,"threshold_uncertainty_score":0.9999963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006987564808481028,"score_gpt":0.2322137261165535,"score_spread":0.2252261613080725,"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."}}