{"id":"W6965191252","doi":"10.34989/swp-2022-16","title":"Addictive Platforms","year":2022,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada","funders":"","keywords":"Competition (biology); Harm; Incentive; Quality (philosophy); Service (business); Addiction; Service quality; Consumer behaviour","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":[0.0003837122,0.0003068977,0.0003752306,0.000394687,0.0007303579,0.0005502283,0.0005015447,0.0000704978,0.01201044],"category_scores_gemma":[0.00005245703,0.0003199602,0.0002292565,0.0002967388,0.000148018,0.00539819,0.000617687,0.0003578973,0.0033172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002871814,"about_ca_system_score_gemma":0.00009871966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001662617,"about_ca_topic_score_gemma":0.0001324233,"domain_scores_codex":[0.9982442,0.000001260403,0.0004881678,0.000495628,0.0002079174,0.0005627836],"domain_scores_gemma":[0.9990865,0.00006184928,0.0003679497,0.0003874002,0.00005248359,0.00004384297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001274423,0.0002648679,0.6281647,0.000053301,0.0001731672,0.00006131337,0.0001274973,0.0006199827,0.00002518519,0.2701797,0.09422474,0.005978104],"study_design_scores_gemma":[0.002209459,0.00009475748,0.05188039,0.00002606275,0.00008885167,0.0001142165,0.005123887,0.004564884,0.00003182301,0.05780282,0.8765474,0.001515426],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7026205,0.00007642463,0.00001733896,0.00009026913,0.001953334,0.0002157546,0.0000483453,0.0001970501,0.294781],"genre_scores_gemma":[0.992937,0.000003993727,0.00006614778,0.003277114,0.001030837,0.0001096544,0.0001476081,0.00005710347,0.002370526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7823227,"threshold_uncertainty_score":0.9999253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01320705920026849,"score_gpt":0.1897265178734537,"score_spread":0.1765194586731852,"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."}}