{"id":"W3092408833","doi":"10.5210/spir.v2020i0.11332","title":"MONETIZING RELATIONSHIPS: STREAMING ALONE WITH ALL OF YOURFRIENDS","year":2020,"lang":"en","type":"article","venue":"AoIR Selected Papers of Internet Research","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Monetization; Competition (biology); Advertising; Work (physics); Live streaming; Computer science; Internet privacy; Business; Multimedia; Economics; Engineering; Ecology","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":[0.001935809,0.0003817449,0.0005544818,0.0006638542,0.01162976,0.005051244,0.0009091725,0.001334996,0.009971681],"category_scores_gemma":[0.00630839,0.0005162971,0.0002358325,0.00067208,0.00431542,0.006718511,0.004563826,0.003205357,0.001043461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232867,"about_ca_system_score_gemma":0.001278199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008384044,"about_ca_topic_score_gemma":0.01617373,"domain_scores_codex":[0.9982338,0.0009744128,0.00004498078,0.0002065894,0.0002253984,0.0003148653],"domain_scores_gemma":[0.9973055,0.0007750407,0.0004280083,0.0001751434,0.0001956195,0.001120732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006590057,0.00009801119,0.01258939,0.0001020316,0.0000187388,0.001674104,0.9479228,0.00002630289,0.001019094,0.007091005,0.007440437,0.02195222],"study_design_scores_gemma":[0.000007197294,0.0001119263,0.007129073,0.00009983056,0.00001585814,0.001056522,0.9402502,0.0001158839,0.0002314726,0.001104588,0.04985598,0.00002140793],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9563395,0.001020599,0.002062432,0.007366527,0.0003633881,0.00006178124,0.00007228514,0.00005899511,0.0326544],"genre_scores_gemma":[0.9800664,0.0007314945,0.0007749085,0.001266908,0.00009519015,0.00003757449,0.0000510033,0.00004974527,0.01692679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01162976,"threshold_uncertainty_score":0.03335857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09787033110278413,"score_gpt":0.358924453991366,"score_spread":0.2610541228885819,"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."}}