{"id":"W2625298190","doi":"10.1145/3083165.3083179","title":"Seeker","year":2017,"lang":"en","type":"article","venue":"","topic":"Data Visualization and Analytics","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Live streaming; Popularity; Multimedia; The Internet; Publication; World Wide Web; Advertising","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00004217696,0.00001735423,0.00002008999,0.000009432635,0.0001299633,0.0004050113,0.0006854761,0.000006672782,0.00005701149],"category_scores_gemma":[0.00002385893,0.00001356994,0.00000870593,0.00001387348,0.00001092496,0.0004018185,0.0001863495,0.000009978253,0.0003605155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001513329,"about_ca_system_score_gemma":0.000007241208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007024965,"about_ca_topic_score_gemma":0.000003638156,"domain_scores_codex":[0.9998088,0.000002443583,0.0000288734,0.00006466178,0.0000516001,0.0000436238],"domain_scores_gemma":[0.9993979,0.000002652735,0.00001950483,0.0005420187,0.00001498547,0.00002297435],"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":[3.336236e-8,0.000005631848,0.0009869508,4.402523e-7,0.00000111031,0.000001281483,0.00001420827,5.798808e-7,0.00003234277,0.9707499,0.01991242,0.00829516],"study_design_scores_gemma":[0.0001883285,0.0000115672,0.02050294,0.000003624743,0.000001405623,0.000003215576,0.000006606709,0.4001576,0.001929112,0.0102124,0.5668525,0.0001306939],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0001436408,0.00000129016,0.8407621,0.001480603,0.00009137084,0.000006916755,2.538156e-7,0.00004865116,0.1574652],"genre_scores_gemma":[0.9187632,0.000006400983,0.03667517,0.002202974,0.00004452312,5.049116e-7,0.00000151958,0.000002125287,0.04230364],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9605374,"threshold_uncertainty_score":0.4633817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03957436193807088,"score_gpt":0.3394723374873589,"score_spread":0.299897975549288,"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."}}