{"id":"W4232254931","doi":"10.32920/14655267","title":"Purchasing Behaviour on Social Commerce Platforms: An Examination of Canadian Consumers","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Purchasing; Business; Perception; Advertising; The Internet; Social media; Internet privacy; Personally identifiable information; Marketing; Phenomenon; Risk perception; Psychology; World Wide Web; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006988209,0.0002972114,0.0004686315,0.00177346,0.006309412,0.001651269,0.000503219,0.000560985,0.003702844],"category_scores_gemma":[0.002149424,0.0005051125,0.0005797328,0.004975048,0.001011696,0.0007481082,0.000639217,0.0009947593,0.0005342744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01210681,"about_ca_system_score_gemma":0.01103539,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9708261,"about_ca_topic_score_gemma":0.9855979,"domain_scores_codex":[0.9995151,0.00004521479,0.00002028249,0.00004538994,0.0002155227,0.0001585274],"domain_scores_gemma":[0.9981031,0.0002430627,0.000246012,0.00005382,0.0009410759,0.0004128601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002176716,0.0006371472,0.9123259,0.00007223267,0.00003149875,0.0004194964,0.06718519,0.00008030963,0.00100273,0.0003476852,0.001111244,0.01656879],"study_design_scores_gemma":[0.00001185288,0.0001608031,0.9565154,0.00002784823,0.00001887689,0.0001011992,0.0405578,0.0002902348,0.0001321037,0.00003759033,0.002113844,0.00003247329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986052,0.00004036057,0.00001482452,0.00006254965,0.00000193966,0.00002055938,0.0001578734,0.000001244954,0.001095405],"genre_scores_gemma":[0.9968232,0.00028301,0.0001551254,0.0001151181,0.000003100973,0.00002485414,0.0004033612,0.000004321334,0.002187905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02917385,"threshold_uncertainty_score":0.08784145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2532205180138989,"score_gpt":0.4056611832459369,"score_spread":0.152440665232038,"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."}}