{"id":"W4282024669","doi":"10.1287/mnsc.2022.4392","title":"Addictive Platforms","year":2022,"lang":"en","type":"article","venue":"Management Science","topic":"Digital Platforms and Economics","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bank of Canada; Queen's University","funders":"","keywords":"Competition (biology); Harm; Business; Incentive; Service (business); Quality (philosophy); Marketing; Microeconomics; Economics; Psychology","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":[0.001034429,0.0008754689,0.0006416099,0.001011272,0.001307667,0.00231286,0.001266911,0.002059993,0.01166325],"category_scores_gemma":[0.005090072,0.0003370763,0.000741637,0.0005513902,0.003356334,0.003057635,0.00280278,0.001884517,0.0006276099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001700383,"about_ca_system_score_gemma":0.0009212322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001848966,"about_ca_topic_score_gemma":0.001811144,"domain_scores_codex":[0.9988286,0.0003916453,0.0000281523,0.0001945271,0.0002350124,0.0003221104],"domain_scores_gemma":[0.9963972,0.001519593,0.0007443748,0.0003180744,0.0003240276,0.0006967249],"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":[0.0002046997,0.0006530177,0.005728482,0.0002382906,0.00009680907,0.000802828,0.0005395443,0.0187354,0.004872715,0.9457255,0.003732057,0.01867072],"study_design_scores_gemma":[0.0002894921,0.001122951,0.009042372,0.0001771691,0.0001727087,0.0009026966,0.00134258,0.1497083,0.002367946,0.8066,0.02815358,0.0001202204],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6412349,0.001586566,0.07827356,0.007322147,0.0003450364,0.0004698616,0.0002959278,0.0001163324,0.2703556],"genre_scores_gemma":[0.9867621,0.0004182241,0.002762336,0.0005503112,0.0001015457,0.0001309805,0.00002991327,0.0000121862,0.009232378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01166325,"threshold_uncertainty_score":0.0390175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189829290464858,"score_gpt":0.1854601420038506,"score_spread":0.173561849099202,"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."}}