{"id":"W3040647483","doi":"10.1155/2020/3095672","title":"“Buy Online, Pick Up in Store” under Fit Uncertainty: To Offer or Not to Offer","year":2020,"lang":"en","type":"article","venue":"Complexity","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Fundamental Research Funds for the Central Universities; Department of Education of Guizhou Province; National Office for Philosophy and Social Sciences; National Natural Science Foundation of China","keywords":"Computer science; Profit (economics); Product (mathematics); Channel (broadcasting); Benchmark (surveying); Service (business); E-commerce; Business; Marketing; Microeconomics; Mathematics; Economics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001478925,0.0002966564,0.0004629459,0.0002017965,0.0001509893,0.0001573169,0.0004705571,0.0000577396,0.001294113],"category_scores_gemma":[0.000315563,0.0002595806,0.00009064613,0.00094983,0.00008018394,0.0002613451,0.0009889388,0.000227973,0.00140097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001128904,"about_ca_system_score_gemma":0.00003889564,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002879833,"about_ca_topic_score_gemma":0.02408451,"domain_scores_codex":[0.9982725,0.00002032309,0.000368561,0.0005400739,0.0003478831,0.000450594],"domain_scores_gemma":[0.9992539,0.0000642771,0.00007997551,0.0003651118,0.0001695201,0.00006719443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001981293,0.0005862064,0.8571759,0.0004630826,0.0001435352,0.0001167109,0.002345841,0.000433653,0.00150798,0.01156554,0.0685899,0.05509034],"study_design_scores_gemma":[0.000721965,0.00002923239,0.8398192,0.0000484354,0.00004311079,5.00963e-7,0.000724231,0.001072191,0.00001373864,0.0001569092,0.156958,0.0004124969],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728045,0.00002269563,0.0002581457,0.02471581,0.0004257037,0.0006309131,0.00003900558,0.0001827829,0.0009204262],"genre_scores_gemma":[0.979743,0.000001426607,0.00038663,0.01856949,0.0003278001,0.00003573949,0.0000350367,0.00003888169,0.0008619767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0883681,"threshold_uncertainty_score":0.9999856,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3316828779730432,"score_gpt":0.357424645032783,"score_spread":0.02574176705973974,"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."}}