{"id":"W1420520217","doi":"","title":"International University Students' Online Shopping Behaviour in Halifax, NS","year":2013,"lang":"en","type":"article","venue":"Library and Archives Canada (Government of Canada)","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Advertising; Media studies; Psychology; Computer science; Business; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0005169217,0.0001701095,0.0002684427,0.0008359231,0.001550143,0.001416327,0.0003051414,0.0002933958,0.002846333],"category_scores_gemma":[0.001543502,0.0001410028,0.0001660011,0.001197252,0.0005526864,0.0004461346,0.0006334489,0.0005926922,0.0005713168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00342362,"about_ca_system_score_gemma":0.0025406,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3821917,"about_ca_topic_score_gemma":0.5365241,"domain_scores_codex":[0.9996417,0.00007493712,0.00002271251,0.00003716732,0.0001081377,0.0001153482],"domain_scores_gemma":[0.9982826,0.0002321937,0.0002697739,0.00004472287,0.0004715833,0.0006991542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001020013,0.0002992172,0.9659869,0.00001616302,0.000007545807,0.0001714152,0.01842902,0.00004046935,0.0005490634,0.0001065559,0.0005261517,0.01376559],"study_design_scores_gemma":[0.000002833681,0.0001273781,0.9726682,0.0000123916,0.000003340453,0.00006127705,0.02588445,0.0001057174,0.0001269249,0.00001215968,0.0009865043,0.000008769546],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998691,0.00002051369,0.00001168019,0.00003771017,0.000001585232,0.000004415554,0.0000447041,0.0000017094,0.001186565],"genre_scores_gemma":[0.9979862,0.00004600818,0.00004330255,0.00004320787,0.000001180419,0.000009929709,0.00006821971,0.000001682563,0.001800297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6178083,"threshold_uncertainty_score":0.7599341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581347171497034,"score_gpt":0.2307134205171713,"score_spread":0.214899948802201,"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."}}