{"id":"W33905370","doi":"10.2139/ssrn.2575192","title":"Competitive Mobile Targeting","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Business; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001064669,0.000112102,0.0001319477,0.0000978764,0.0001256589,0.0006222712,0.0001923268,0.00003436053,0.00004526069],"category_scores_gemma":[0.00005624847,0.00009707835,0.0000710607,0.0001133005,0.00002300937,0.003657992,0.00007520251,0.0005678549,0.0008193768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003238252,"about_ca_system_score_gemma":0.0003262283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000916617,"about_ca_topic_score_gemma":0.0003005915,"domain_scores_codex":[0.9982836,8.929422e-7,0.0002068081,0.0001184675,0.0001188082,0.001271418],"domain_scores_gemma":[0.9996185,0.000009008389,0.0001686072,0.00006722663,0.0001141578,0.00002246426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002490805,0.00003217137,0.001160308,0.000003960597,0.00003506429,0.000003017789,0.000022012,0.0002617414,0.00001056359,0.9886774,0.001293413,0.008475433],"study_design_scores_gemma":[0.0006478279,0.00005442069,0.00005068118,0.000009686056,0.00001615596,0.00005365321,0.0154595,0.0005601505,0.000007325043,0.7833785,0.1995485,0.0002136255],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8315302,0.0005491618,0.0004799991,0.0001371273,0.0004493582,0.00008769581,4.496943e-7,0.00005551969,0.1667106],"genre_scores_gemma":[0.9968976,0.0000780481,0.00003012293,0.0004629706,0.001719371,0.00000350507,0.00001194984,0.00002054302,0.000775823],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2052989,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137227923790462,"score_gpt":0.1997417665832815,"score_spread":0.1883694873453769,"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."}}