{"id":"W4285289195","doi":"10.1007/978-3-030-87459-9_12","title":"Content Provider, Service, Message Broadcasting, and Multimedia Player","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Broadcasting (networking); Computer science; Multimedia; Service (business); Service provider; Computer network; Business; Marketing","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":[],"category_scores_codex":[0.0004372988,0.0002243288,0.0003174496,0.0001681175,0.000588746,0.00005181851,0.0006405445,0.0004280597,0.0247951],"category_scores_gemma":[0.0001810341,0.0002213534,0.00006616907,0.00005290963,0.0003975884,0.00009823027,0.0005985279,0.0006778467,0.0001883715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001055348,"about_ca_system_score_gemma":0.0002027076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004568536,"about_ca_topic_score_gemma":0.01513964,"domain_scores_codex":[0.998572,0.00007983622,0.0003065689,0.0003616679,0.0004121986,0.0002677137],"domain_scores_gemma":[0.9985863,0.0003698341,0.0002365028,0.0005154698,0.0001370041,0.0001548725],"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":[0.000009953127,0.00002776,0.0001054262,0.00002587072,0.00006623133,0.00001122417,0.004671777,1.368468e-7,0.00002403196,0.9073519,0.006111846,0.08159382],"study_design_scores_gemma":[0.0003388445,0.00002054836,0.00003495666,0.00002517979,0.0000279314,0.00000283661,0.00129151,0.0001394836,0.000005133156,0.004005102,0.9938537,0.0002547072],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006496734,0.001256979,0.00001382911,0.009315439,0.0002885141,0.000643224,0.00002414902,0.0004012208,0.9879917],"genre_scores_gemma":[0.004321095,0.005124183,0.002795997,0.002189739,0.0001282729,0.00009391952,0.00007753423,0.00005360305,0.9852157],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9877419,"threshold_uncertainty_score":0.9760964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1000362503942419,"score_gpt":0.3078523667649152,"score_spread":0.2078161163706733,"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."}}