{"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":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002627208,0.00005962447,0.00006044017,0.0001051844,0.0002152966,0.00199899,0.0004066098,0.00002494254,0.00007034944],"category_scores_gemma":[0.002318043,0.0000523775,0.00004091291,0.001004838,0.001061975,0.001370122,0.0000770582,0.00007284535,0.0001456629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009917214,"about_ca_system_score_gemma":0.0004609688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007730084,"about_ca_topic_score_gemma":0.00001273844,"domain_scores_codex":[0.9985892,0.00002894338,0.00009172116,0.0002887056,0.000599604,0.0004018068],"domain_scores_gemma":[0.9994826,0.0001634183,0.00001545151,0.0001039079,0.00005191327,0.0001826912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002207297,0.000005770217,0.0009883939,0.000006949001,0.00000135713,0.00001180006,0.001350206,4.337974e-7,0.00004634698,0.002551595,0.007133624,0.9879013],"study_design_scores_gemma":[0.00001746584,0.000006040806,0.001851431,0.00007033741,0.00000170343,0.000001359128,0.00204281,0.0002128714,0.00001729965,0.0001804808,0.9955125,0.00008572444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02600805,0.0005510077,0.0001482576,0.001031805,0.002083141,0.00006851626,0.000003219831,0.0002248924,0.9698811],"genre_scores_gemma":[0.6691334,0.00003418498,0.0004537347,0.00008760693,0.0002705917,0.00000315722,4.86328e-7,0.000006171657,0.3300107],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9883788,"threshold_uncertainty_score":0.999037,"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."}}