{"id":"W1021170409","doi":"10.3233/ip-2010-0210","title":"The Cult of the Amateur: how today's internet is killing our culture, by Andrew Keen","year":2010,"lang":"en","type":"article","venue":"Information Polity","topic":"Digital Games and Media","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Amateur; Cult; The Internet; Media studies; Sociology; Political science; Law; Computer science; World Wide Web","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":[0.00194562,0.0006827534,0.0003584756,0.0009458019,0.009949853,0.01398323,0.001054836,0.006487916,0.007188123],"category_scores_gemma":[0.007075414,0.0003693955,0.0002606013,0.001248558,0.01158778,0.02208219,0.004510964,0.01338948,0.002496171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00518656,"about_ca_system_score_gemma":0.004015475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01875281,"about_ca_topic_score_gemma":0.03812794,"domain_scores_codex":[0.9977967,0.001042514,0.00004780381,0.0002371169,0.00065086,0.0002250777],"domain_scores_gemma":[0.9964121,0.002402979,0.0001973206,0.0001135811,0.000430724,0.0004433071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001933812,0.00001939948,0.0001524261,0.0001252861,0.000007412028,0.0001379161,0.01899236,0.00003256736,0.0001137805,0.1402741,0.8181239,0.02200142],"study_design_scores_gemma":[0.000002797871,0.000008417849,0.0002454935,0.0003676043,0.000003460224,0.0001366901,0.01202898,0.00004685317,0.00007767391,0.01983407,0.9672348,0.00001314707],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003181922,0.09798009,0.0008617764,0.7726422,0.01042686,0.00001751736,0.00004650764,0.00004257318,0.1148006],"genre_scores_gemma":[0.1515807,0.1155082,0.001996009,0.3539402,0.009653967,0.0001189408,0.00008565267,0.0002844951,0.3668318],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01875281,"threshold_uncertainty_score":0.03763127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009777794910775975,"score_gpt":0.2692453882400125,"score_spread":0.2594675933292365,"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."}}