{"id":"W1515481605","doi":"10.5204/mcj.238","title":"The Ambience of Ambience","year":2010,"lang":"en","type":"article","venue":"M/C Journal","topic":"Digital Games and Media","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cartoonist; History; Aesthetics; Media studies; Computer science; Art; Sociology; Political science; Law; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009570855,0.00003225642,0.0000504834,0.00001562759,0.0002912977,0.0001685481,0.0003927579,0.00002756346,0.00009530677],"category_scores_gemma":[0.0005673831,0.00001962824,0.00004695836,0.000123044,0.0005572133,0.0002064636,0.00002304587,0.0002352036,0.0000201419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008856947,"about_ca_system_score_gemma":0.0001790625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003981266,"about_ca_topic_score_gemma":0.0008959103,"domain_scores_codex":[0.9992369,0.00002857311,0.0001233163,0.00004792427,0.000355855,0.0002074064],"domain_scores_gemma":[0.9994848,0.0001013084,0.00009538601,0.00008355002,0.0001023131,0.0001326567],"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":[0.00000709391,0.00002771924,0.003380214,9.935796e-7,0.000004202136,0.000006681901,0.005415946,8.869372e-7,0.005606543,0.04266942,0.002214359,0.940666],"study_design_scores_gemma":[0.00005825446,0.00002994336,0.00804492,0.000007222906,0.000002183971,0.00001454783,0.002485071,0.000004105062,0.0005432693,0.002365045,0.986409,0.00003643849],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5537608,0.00009626247,0.00006967871,0.002397561,0.002000365,0.00004127701,7.241905e-7,0.000008671124,0.4416247],"genre_scores_gemma":[0.9745672,0.0002186371,0.0002281673,0.000091922,0.0003698072,7.23795e-7,3.26936e-8,0.000002286965,0.02452125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9841946,"threshold_uncertainty_score":0.2240456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107870728803677,"score_gpt":0.2954297401195429,"score_spread":0.2846426672391752,"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."}}