{"id":"W1969359231","doi":"10.1109/mmul.2010.65","title":"The Not So Newlywed Game","year":2010,"lang":"en","type":"article","venue":"IEEE Multimedia","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Computer science; Metadata; Timestamp; Geotagging; World Wide Web; Information retrieval; Multimedia","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":[0.0006252793,0.0008420347,0.0004752068,0.0006218469,0.003609554,0.00339775,0.0010889,0.0009614872,0.04713519],"category_scores_gemma":[0.002521292,0.0002772435,0.0004713121,0.0004186592,0.001456193,0.003404241,0.003292964,0.001885408,0.01326867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007814725,"about_ca_system_score_gemma":0.0008706457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007413695,"about_ca_topic_score_gemma":0.03789103,"domain_scores_codex":[0.9994676,0.00009566871,0.00001684112,0.0001346915,0.0001885825,0.0000967144],"domain_scores_gemma":[0.9993185,0.000106005,0.00002256435,0.00009736346,0.0001538154,0.0003017988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001234396,0.0004778637,0.007573835,0.0005383111,0.0001044779,0.0007147641,0.007800167,0.0004882917,0.009400519,0.0915643,0.5949939,0.2851092],"study_design_scores_gemma":[0.00002665117,0.0001594885,0.003623868,0.0001381066,0.00001535883,0.0003243392,0.001275063,0.0006193924,0.0008452432,0.00590748,0.9870284,0.0000365049],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09195203,0.002778518,0.02998675,0.01344445,0.008092253,0.0005059064,0.003592202,0.003242022,0.8464058],"genre_scores_gemma":[0.2971267,0.001641983,0.04251328,0.005648138,0.0007005067,0.0006157552,0.003224847,0.001130552,0.6473981],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04713519,"threshold_uncertainty_score":0.1576829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.470527410914627,"score_gpt":0.6228835281987649,"score_spread":0.1523561172841379,"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."}}