{"id":"W2560430968","doi":"","title":"Biases in Social Commerce Users' Rational Risk Considerations","year":2016,"lang":"en","type":"article","venue":"International Conference on Information Systems","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Social commerce; Computer science; Internet privacy; Risk analysis (engineering); Computer security; Business; Social media; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001519888,0.0001529883,0.00021698,0.001011649,0.0002521596,0.0005733727,0.0005281517,0.0001704674,0.001745732],"category_scores_gemma":[0.00373705,0.0001041263,0.00007843603,0.0003054168,0.0001362115,0.002113108,0.00007500566,0.0002000983,0.002893118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001758591,"about_ca_system_score_gemma":0.0001791466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007607388,"about_ca_topic_score_gemma":0.00008995423,"domain_scores_codex":[0.9968542,0.0002573158,0.001178258,0.000226812,0.0012938,0.0001895483],"domain_scores_gemma":[0.9967616,0.00108262,0.0006735651,0.000276599,0.001139699,0.00006596291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004467376,0.00005007362,0.09788845,9.305605e-7,0.00001524164,0.000002200014,0.0005772612,0.0002666329,0.0001160889,0.8755626,0.02040145,0.005074387],"study_design_scores_gemma":[0.004766224,0.0001512174,0.7874609,0.0002615637,0.00001368906,0.00008098453,0.009113651,0.02188789,0.0002890879,0.06152878,0.1137024,0.0007436089],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8469003,0.000008547184,0.02323306,0.03292511,0.003582956,0.0006881459,0.001318843,0.0003090756,0.09103401],"genre_scores_gemma":[0.9979806,0.00001119279,0.00009748926,0.0005472985,0.0001023857,0.00008330437,0.00004101409,0.000004692526,0.001132011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8140338,"threshold_uncertainty_score":0.9991668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.240725113252198,"score_gpt":0.4139518072485358,"score_spread":0.1732266939963378,"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."}}