{"id":"W2098194521","doi":"10.1145/2470654.2481335","title":"\"Shared joy is double joy\"","year":2013,"lang":"en","type":"article","venue":"","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Friendship; Popularity; Group (periodic table); Group buying; World Wide Web; Computer science; Social network (sociolinguistics); Identity (music); Psychology; Internet privacy; Social media; Social psychology; Aesthetics","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":[0.00251514,0.0007052022,0.0005519944,0.0008736977,0.00681304,0.009340382,0.001072097,0.001635338,0.01476662],"category_scores_gemma":[0.006180272,0.0003387428,0.0009126746,0.0007958229,0.0099867,0.008328817,0.01543312,0.003601802,0.002757592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542973,"about_ca_system_score_gemma":0.001381997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002572809,"about_ca_topic_score_gemma":0.004450971,"domain_scores_codex":[0.9946069,0.002985595,0.0001327085,0.0003091079,0.001222778,0.0007429852],"domain_scores_gemma":[0.9955932,0.0008169123,0.0004743455,0.0008577623,0.0005707937,0.001686978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007530935,0.0003101273,0.02943056,0.001289708,0.0003290079,0.00218532,0.3345637,0.0005323704,0.008893595,0.2459378,0.157047,0.2187278],"study_design_scores_gemma":[0.00007007951,0.0003468771,0.01855839,0.0004251642,0.0001233962,0.002839514,0.2547052,0.0009981841,0.001832641,0.04241411,0.6774557,0.0002307306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.4148128,0.004297223,0.04246825,0.03661914,0.004144839,0.0002089692,0.0004699731,0.001461107,0.4955177],"genre_scores_gemma":[0.9558064,0.000642441,0.003497451,0.003614594,0.0002686011,0.00006708026,0.00009926118,0.0001884397,0.03581584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01476662,"threshold_uncertainty_score":0.04939932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03985908698573899,"score_gpt":0.2417659564980848,"score_spread":0.2019068695123458,"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."}}