{"id":"W2521529638","doi":"10.5539/ibr.v9n10p201","title":"Does Shopping Preparation influence Consumer Buying Decisions?","year":2016,"lang":"en","type":"article","venue":"International Business Research","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Marketing; Advertising; Order (exchange); Population; Grocery shopping; Product (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009618275,0.0001691141,0.0001643956,0.0008517903,0.0004080487,0.0006063351,0.0006776562,0.00006623458,0.0008521039],"category_scores_gemma":[0.004727511,0.00009277966,0.0000550952,0.0009034465,0.0002972132,0.002388189,0.0008570813,0.0001645715,0.001981682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001565194,"about_ca_system_score_gemma":0.00006916311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006479017,"about_ca_topic_score_gemma":0.000555841,"domain_scores_codex":[0.9974123,0.00003062898,0.0003706195,0.000477221,0.001291382,0.0004178276],"domain_scores_gemma":[0.9950976,0.0006413096,0.0001235074,0.0003425226,0.003776124,0.00001894887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000131946,0.00006982154,0.8819146,0.00002133138,0.00006171405,0.00002363551,0.00002328749,0.000009183426,0.02194869,0.003020191,0.0009243629,0.09185129],"study_design_scores_gemma":[0.0005785101,0.000003225814,0.7760432,0.0003817048,0.00001628463,0.000004068128,0.00007773031,0.0001138943,0.0002241899,0.001647623,0.2206622,0.0002473677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980204,0.00008888802,0.001142661,0.009861017,0.001054851,0.0003287978,0.000007997633,0.0001367331,0.007175098],"genre_scores_gemma":[0.9972036,0.0001552994,0.0001556514,0.0001158314,0.0004120796,0.0001331862,0.00001171677,0.00002658074,0.001786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2197379,"threshold_uncertainty_score":0.9987954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1064186444165627,"score_gpt":0.3977578016561268,"score_spread":0.2913391572395642,"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."}}