{"id":"W2096950813","doi":"10.1145/2668260.2668276","title":"Mobile Social Commerce Implementation","year":2014,"lang":"en","type":"article","venue":"","topic":"Mobile and Web Applications","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Social commerce; Computer science; Mobile commerce; Android (operating system); World Wide Web; Mobile device; Mobile business development; E-commerce; Mobile computing; Business model; Mobile telephony; Mobile technology; Social media; Mobile Web; Business; Telecommunications; Marketing; Mobile radio; Operating system","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":[0.002724309,0.0005474198,0.0003439849,0.0009896156,0.001462895,0.004585759,0.002268179,0.002094152,0.03419168],"category_scores_gemma":[0.007110358,0.0004759378,0.0006675409,0.0008232017,0.0009382103,0.003443601,0.003277324,0.001724578,0.01505531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139747,"about_ca_system_score_gemma":0.002363401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002307531,"about_ca_topic_score_gemma":0.002079712,"domain_scores_codex":[0.9967681,0.001009791,0.0002298623,0.0003407946,0.001189715,0.0004618885],"domain_scores_gemma":[0.996902,0.0004846216,0.00009432699,0.0007597251,0.001445124,0.0003142857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004206072,0.001281221,0.007718274,0.0005703671,0.00008435811,0.001254393,0.003973737,0.002657364,0.01837765,0.3990377,0.06337649,0.5012479],"study_design_scores_gemma":[0.0001949788,0.0007260538,0.002850654,0.0003179604,0.00008062811,0.001068559,0.00193997,0.0230048,0.01513157,0.03689438,0.917704,0.00008640562],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07640071,0.0005233466,0.3761992,0.006522064,0.001281238,0.004219173,0.0008847656,0.008923807,0.5250456],"genre_scores_gemma":[0.4193496,0.0006076858,0.3457483,0.002294292,0.0003197616,0.003039809,0.002217544,0.001423317,0.2249997],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03419168,"threshold_uncertainty_score":0.1143826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627575602419086,"score_gpt":0.3138793568424359,"score_spread":0.2976036008182451,"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."}}