{"id":"W4401913260","doi":"10.2139/ssrn.4920040","title":"Data Sharing and Website Competition: The Role of Dark Patterns","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Consumer Market Behavior and Pricing","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Competition (biology); Business; Computer science; World Wide Web; Data science; Biology; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003740778,0.0001695263,0.0004998952,0.0009329701,0.001260711,0.007689743,0.0009413365,0.001818605,0.01514552],"category_scores_gemma":[0.04070738,0.0003775722,0.0003268649,0.001880715,0.003428701,0.01084305,0.002353149,0.002027378,0.0006980072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117837,"about_ca_system_score_gemma":0.001179659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003880139,"about_ca_topic_score_gemma":0.004580243,"domain_scores_codex":[0.9976119,0.001238988,0.0001110825,0.0003320983,0.0004141533,0.0002919267],"domain_scores_gemma":[0.9378858,0.04252303,0.006878421,0.004935532,0.002877973,0.004899277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00171496,0.001811437,0.3381209,0.0002650379,0.0002059565,0.000490576,0.005755186,0.006071666,0.005638129,0.5119487,0.008882837,0.1190947],"study_design_scores_gemma":[0.0001976528,0.000315336,0.2580377,0.0001596473,0.0001708809,0.0005808671,0.01249779,0.0471206,0.002219867,0.6635559,0.01499716,0.0001466815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.925629,0.0009023497,0.009221069,0.0102348,0.00006172559,0.00003842294,0.0003111676,0.00006034658,0.05354113],"genre_scores_gemma":[0.9979718,0.0001114065,0.0005514022,0.0001334881,0.00003210409,0.000006010113,0.00003613132,0.00002222677,0.00113527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01514552,"threshold_uncertainty_score":0.05066681,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02265608867817443,"score_gpt":0.2564034694698171,"score_spread":0.2337473807916426,"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."}}