{"id":"W2495197630","doi":"10.4018/978-1-60566-152-0.ch011","title":"Voices from Beyond","year":2008,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Media, Communication, and Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; York University","funders":"","keywords":"Digital media; Computer science; Multimedia; Affordance; New media; Mobile media; Mobile device; Everyday life; Sensibility; Ephemera; Gossip; Key (lock); Performativity; Human–computer interaction; Sociology; World Wide Web; Art; Visual arts; Psychology; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0001810961,0.0002085949,0.0002542261,0.00003893185,0.0005905378,0.00008280748,0.0007114988,0.0004353728,0.0004155],"category_scores_gemma":[0.00006920213,0.0002251001,0.0001268769,0.00001827951,0.0004051896,0.00007094701,0.00007054929,0.0002230274,0.0008019221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003162415,"about_ca_system_score_gemma":0.0009261388,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01391211,"about_ca_topic_score_gemma":0.01913701,"domain_scores_codex":[0.9985837,0.0000677245,0.0002715924,0.0002960232,0.0005221345,0.0002588544],"domain_scores_gemma":[0.9986636,0.0001333174,0.0002313901,0.000607487,0.000151126,0.0002130654],"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":[0.000005200853,0.000008684386,0.0001064753,0.000003921922,0.00003791869,0.000002869027,0.01424391,1.240468e-7,7.821198e-7,0.922976,0.05124089,0.01137319],"study_design_scores_gemma":[0.00006026248,0.000008094215,0.0001260546,0.0000434902,0.00003038551,7.264858e-7,0.0004446096,3.981308e-7,0.000002135127,0.3745397,0.6245632,0.0001808919],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007324774,0.002486903,0.000009722689,0.0004993948,0.001588694,0.000223091,0.0001020578,0.0001211364,0.9942365],"genre_scores_gemma":[0.1939153,0.002075511,0.001280866,0.001419139,0.005145131,0.00003304358,0.0001168532,0.00005136278,0.7959628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5733224,"threshold_uncertainty_score":0.9999761,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03732299603921162,"score_gpt":0.3041914589748302,"score_spread":0.2668684629356186,"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."}}