{"id":"W4242669019","doi":"10.22215/etd/2009-09341","title":"Big men on campus : selling the frat-house comedy","year":2009,"lang":"en","type":"dissertation","venue":"","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Library and Archives Canada","funders":"","keywords":"Comedy; Newspaper; Art; Advertising; Humanities; Library science; Visual arts; Business; Computer science","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":[0.0009565276,0.0002939877,0.0002003968,0.000532969,0.006355336,0.006378044,0.0005378528,0.000958511,0.1167129],"category_scores_gemma":[0.002024304,0.0002277263,0.0001803694,0.0008598005,0.0007925153,0.003828024,0.002507578,0.001432231,0.02334465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117204,"about_ca_system_score_gemma":0.001868159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007998271,"about_ca_topic_score_gemma":0.07270142,"domain_scores_codex":[0.9995083,0.00009923059,0.000009366162,0.00007645565,0.000152198,0.0001544877],"domain_scores_gemma":[0.9978173,0.0001403881,0.00006433783,0.00006371702,0.0001451768,0.001769177],"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":[0.0002472113,0.0007680284,0.01054265,0.0001315859,0.00002224947,0.0004815604,0.0321301,0.00004559381,0.001712119,0.0121565,0.6123178,0.3294446],"study_design_scores_gemma":[0.00002400551,0.0002006071,0.02268358,0.0001059617,0.00001203475,0.0002153688,0.07874501,0.0001790033,0.0009218919,0.001431356,0.8954533,0.00002792101],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2261477,0.003203879,0.002220232,0.03302023,0.001582406,0.0001937418,0.000713755,0.0007030523,0.732215],"genre_scores_gemma":[0.2014113,0.001485642,0.002025457,0.002718577,0.0002361555,0.00004854084,0.0004400682,0.0002594189,0.7913749],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1167129,"threshold_uncertainty_score":0.3904436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834027919852993,"score_gpt":0.3011410432130792,"score_spread":0.2828007640145492,"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."}}