{"id":"W2964570120","doi":"10.18280/jesa.520212","title":"Online-To-Offline (O2O) Business: Empirically Examining the Adoption Vs. Non-adoption","year":2019,"lang":"en","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Online and offline; Business; Online business; Marketing; Internet privacy; World Wide Web; Computer science; The Internet","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008615311,0.0004142761,0.0004263456,0.002114887,0.001476481,0.003934454,0.001318267,0.001945528,0.007956727],"category_scores_gemma":[0.05857668,0.00038748,0.0005139376,0.002838744,0.00349463,0.01112895,0.002873277,0.003407784,0.001379071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001795175,"about_ca_system_score_gemma":0.001771287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01196516,"about_ca_topic_score_gemma":0.01172747,"domain_scores_codex":[0.9955081,0.001760494,0.000232765,0.0004568668,0.001327757,0.0007141259],"domain_scores_gemma":[0.8500714,0.1021836,0.02780809,0.004677535,0.009395869,0.005863381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001265032,0.002601807,0.8831296,0.0002943445,0.0001088661,0.0004519585,0.01542781,0.001155973,0.0009599192,0.01926691,0.002322042,0.0730158],"study_design_scores_gemma":[0.000103333,0.00104509,0.9100322,0.0004571379,0.0001633389,0.0003323674,0.06079329,0.008275302,0.001400594,0.01006597,0.007243868,0.00008762833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854991,0.0003143184,0.0005334695,0.0009719637,0.00001328771,0.00004776172,0.00007540576,0.00001040569,0.01253426],"genre_scores_gemma":[0.9988694,0.0002110929,0.0001677139,0.00008662036,0.00001257809,0.00001605101,0.00005515606,0.000009529217,0.0005717711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01196516,"threshold_uncertainty_score":0.04556268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02770534797707569,"score_gpt":0.2352014763011235,"score_spread":0.2074961283240478,"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."}}