{"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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002461247,0.0002316734,0.0002642303,0.0002093737,0.0002158404,0.000762581,0.001297785,0.00009406305,0.0001105555],"category_scores_gemma":[0.00003123677,0.0001738966,0.00009940247,0.0001473187,0.0000489926,0.0003043501,0.00530846,0.003406528,0.00002201378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009070017,"about_ca_system_score_gemma":0.0003565434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007952161,"about_ca_topic_score_gemma":0.003029859,"domain_scores_codex":[0.998011,0.00001984442,0.0003827988,0.0004387866,0.000280702,0.0008668458],"domain_scores_gemma":[0.9988062,0.00003639131,0.0003357258,0.0007241606,0.00008630582,0.00001126143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008537612,0.0000798945,0.5107532,0.001088342,0.0008681431,0.0000248188,0.0001730452,0.00003350691,0.0003063909,0.2570108,0.0003602911,0.2292161],"study_design_scores_gemma":[0.0003543267,0.00001365103,0.01991167,0.001083796,0.001328481,0.0002307517,0.002776741,0.00829301,0.000006591076,0.9432688,0.02222204,0.0005101538],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9537416,0.0300676,0.0005919061,0.001964629,0.001081764,0.0003107627,0.00007089336,0.00008269132,0.01208813],"genre_scores_gemma":[0.9951758,0.003068614,0.00000821217,0.00008722997,0.001319632,0.000004683804,0.0001105694,0.00003849862,0.0001867891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.686258,"threshold_uncertainty_score":0.9988927,"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."}}