{"id":"W4396767448","doi":"10.1287/mksc.2023.0612","title":"Frontiers: Digital Hermits","year":2024,"lang":"en","type":"article","venue":"Marketing Science","topic":"Digital Games and Media","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Computer science; Industrial organization; Marketing; Advertising; Economics; Telecommunications; Microeconomics","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":[0.004007915,0.0006621049,0.0003983363,0.001529308,0.004247563,0.01989899,0.00116663,0.00417851,0.1055577],"category_scores_gemma":[0.01179882,0.000361052,0.0005185661,0.002493355,0.006781863,0.02193182,0.008164296,0.005706021,0.01484247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004497577,"about_ca_system_score_gemma":0.005578436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006978204,"about_ca_topic_score_gemma":0.005280369,"domain_scores_codex":[0.997375,0.000591826,0.00008398113,0.0003618564,0.001011665,0.0005756723],"domain_scores_gemma":[0.9945069,0.001715476,0.0002877769,0.001027065,0.0009666845,0.00149614],"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":[0.00003723065,0.00001770333,0.0002462415,0.00006733626,0.000002982148,0.0001489479,0.0005912108,0.0001279066,0.0001765749,0.8233903,0.1440457,0.03114792],"study_design_scores_gemma":[0.000008057682,0.00001238212,0.0003140813,0.0001159357,0.000001881143,0.00009564078,0.0005431778,0.0001997997,0.0001809061,0.09339997,0.9051178,0.00001032762],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008160492,0.007522758,0.008184013,0.1072293,0.005263627,0.00007127863,0.001373757,0.001039831,0.861155],"genre_scores_gemma":[0.3272372,0.01602774,0.009849673,0.02530818,0.005585851,0.0002310547,0.002465826,0.001244523,0.6120499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1055577,"threshold_uncertainty_score":0.3531255,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01054149487530947,"score_gpt":0.2843166462994314,"score_spread":0.2737751514241219,"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."}}