{"id":"W2013317246","doi":"10.5539/ass.v4n12p38","title":"On Perspectives of Audience Studies","year":2009,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Media and Digital Communication","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Convergence (economics); Technological convergence; Audience participation; Space (punctuation); Target audience; Audience analysis; Public relations; Sociology; Multimedia; Advertising; Computer science; Political science; Telecommunications; Business; Social science; Economics; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006872117,0.001317999,0.0007493693,0.005554982,0.005624923,0.009658624,0.001326526,0.004198093,0.01414062],"category_scores_gemma":[0.008659437,0.0002408299,0.0007732582,0.004266828,0.01955117,0.01652283,0.006475425,0.006751494,0.001767472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006226973,"about_ca_system_score_gemma":0.002210443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001905618,"about_ca_topic_score_gemma":0.001305447,"domain_scores_codex":[0.988976,0.008811418,0.0001742699,0.0006281821,0.0008374886,0.000572601],"domain_scores_gemma":[0.9925652,0.00530851,0.000402316,0.0003406889,0.0008824575,0.0005008326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000007886176,0.000009880808,0.00007312942,0.00005892669,0.000001486003,0.00003889675,0.005781605,0.00003061181,0.00003491923,0.987667,0.003612239,0.002683401],"study_design_scores_gemma":[0.00001380015,0.00003115592,0.0002884012,0.0006001422,0.000006375351,0.0001250355,0.01447871,0.0002703737,0.0001015836,0.6097265,0.374349,0.000008890383],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01230427,0.05829525,0.01869881,0.092476,0.003682656,0.00008822556,0.0001774267,0.00004661983,0.8142306],"genre_scores_gemma":[0.7641189,0.06397673,0.0109384,0.03285656,0.01799419,0.0007134202,0.0002832801,0.0002877745,0.1088308],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01414062,"threshold_uncertainty_score":0.04730517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03544795959502871,"score_gpt":0.3370886608304486,"score_spread":0.3016407012354199,"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."}}