{"id":"W2907669204","doi":"10.1016/j.jretconser.2018.11.008","title":"Social commerce as social networking","year":2018,"lang":"en","type":"article","venue":"Journal of Retailing and Consumer Services","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":85,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Social commerce; Value (mathematics); Socialization; Social capital; Business; Social engagement; Marketing; Sociology; Social media; Psychology; Social psychology; Political science; Computer science; Social science","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":[0.0005439003,0.0004910066,0.0003321765,0.002668391,0.00175094,0.01089581,0.0005089153,0.001779731,0.01766537],"category_scores_gemma":[0.00142297,0.0002595005,0.0002582104,0.003964964,0.006838801,0.01324161,0.001992027,0.001295461,0.002113929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00126551,"about_ca_system_score_gemma":0.001118776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894826,"about_ca_topic_score_gemma":0.002324131,"domain_scores_codex":[0.9993441,0.0002801914,0.00003545498,0.0001115408,0.0001666878,0.00006204853],"domain_scores_gemma":[0.9989084,0.0005104369,0.000145307,0.0001478838,0.0001189113,0.0001690385],"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":[0.000002667201,0.00001260621,0.0002604519,0.00002946535,0.000003144461,0.00006124403,0.0009109279,0.00009926081,0.00008166622,0.9877875,0.002525944,0.008225001],"study_design_scores_gemma":[0.000006545392,0.00002376874,0.001105514,0.0001545509,0.0000143598,0.000407775,0.002300372,0.0009527351,0.000140799,0.809432,0.1854486,0.00001309124],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02302271,0.01483152,0.01519701,0.009498435,0.001187389,0.0000603035,0.0002017024,0.0001400855,0.9358608],"genre_scores_gemma":[0.835043,0.01164823,0.007506489,0.001912597,0.002351952,0.0001848205,0.000218549,0.00008851923,0.1410458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01766537,"threshold_uncertainty_score":0.05909652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02362502022392867,"score_gpt":0.3276831417063162,"score_spread":0.3040581214823876,"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."}}