{"id":"W4391863793","doi":"10.51644/9781554580842-018","title":"Realism and Community in the Canadian Soap Opera","year":2008,"lang":"en","type":"book-chapter","venue":"","topic":"Musicology and Musical Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Opera; SOAP; Realism; Art; Visual arts; Computer science; World Wide Web","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002455468,0.0001404975,0.0002166533,0.0001340051,0.001117326,0.00009026794,0.0002142324,0.0001601702,0.01325759],"category_scores_gemma":[0.000008856267,0.00008459967,0.00006254296,0.000005292003,0.0005786373,0.00003484675,0.00003805705,0.0009422328,0.00008680087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003256814,"about_ca_system_score_gemma":0.00008215965,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7924339,"about_ca_topic_score_gemma":0.9985782,"domain_scores_codex":[0.9994446,0.00009059758,0.0001432039,0.0001009424,0.00007976444,0.0001408716],"domain_scores_gemma":[0.9994747,0.0001334813,0.00003031847,0.0002576589,0.00003741758,0.00006640879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001279886,0.000008854034,0.000002950238,0.000004967839,0.00003282135,0.00002904029,0.03759446,1.316035e-7,1.993962e-8,0.8840448,0.07747181,0.000808868],"study_design_scores_gemma":[0.00006008492,0.00002484321,0.00009140528,0.00001193312,0.00003887659,0.000007028164,0.0008003123,0.000003693227,3.199522e-8,0.01583511,0.9830076,0.0001191244],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001288433,0.0001516032,7.579995e-8,0.003266826,0.00007620682,0.0001002837,0.0000384889,0.000009985331,0.9950681],"genre_scores_gemma":[0.2013932,0.0001971859,0.000002660378,0.01466705,0.0002643157,0.000005900294,0.00008332601,0.0000100503,0.7833763],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9055358,"threshold_uncertainty_score":0.9876444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09217685198916531,"score_gpt":0.2219731933920915,"score_spread":0.1297963414029262,"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."}}