{"id":"W2984441090","doi":"10.5703/1288284317017","title":"Streaming Video PDA: Brace Yourself, Usage Is Coming","year":2019,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Popularity; Computer science; Point (geometry); State (computer science); Control (management); Work (physics); Resource (disambiguation); Artificial intelligence; Computer network; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005420328,0.0004980782,0.000303252,0.001266167,0.002721852,0.009395865,0.001331415,0.001164012,0.0201769],"category_scores_gemma":[0.01975596,0.000314256,0.000408802,0.002267192,0.002235235,0.01018059,0.002082884,0.002299114,0.004954681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00443257,"about_ca_system_score_gemma":0.004254193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02213448,"about_ca_topic_score_gemma":0.02240244,"domain_scores_codex":[0.9948322,0.001920872,0.0001989908,0.0004624883,0.002193093,0.000392279],"domain_scores_gemma":[0.9876017,0.004066346,0.0009956213,0.001303189,0.004136779,0.001896335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003223012,0.0004561671,0.02757156,0.0006997635,0.00005003059,0.0002428664,0.005138222,0.001108896,0.005385337,0.07818895,0.2408573,0.6399786],"study_design_scores_gemma":[0.00008182145,0.001042334,0.04463796,0.001061484,0.0001457335,0.0007551088,0.01716975,0.008114481,0.00941136,0.028424,0.8888737,0.0002821913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1767776,0.01013105,0.1015315,0.1978392,0.003746231,0.000795946,0.002291412,0.009041025,0.4978461],"genre_scores_gemma":[0.7681831,0.01378798,0.05559663,0.01385406,0.002085029,0.0005002237,0.00125486,0.002273562,0.1424645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02213448,"threshold_uncertainty_score":0.06749851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02749623089795554,"score_gpt":0.3331785169622596,"score_spread":0.305682286064304,"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."}}