{"id":"W1989820023","doi":"10.1017/s1355771804000044","title":"Theories market: open for trading","year":2004,"lang":"en","type":"article","venue":"Organised Sound","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Context (archaeology); Orchestration; Field (mathematics); Computer science; Situated; Realm; Relevance (law); Interpretation (philosophy); Semiotics; Musical; Epistemology; Sociology; Artificial intelligence; Visual arts; Art; Political science; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002970451,0.0001100222,0.0001600057,0.00004508048,0.0005637127,0.0002801955,0.001324286,0.00007637744,0.00006043914],"category_scores_gemma":[0.000102063,0.00009624608,0.00004085901,0.0002195431,0.0001132274,0.0003588584,0.0003694452,0.0000807579,0.00002017998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004992963,"about_ca_system_score_gemma":0.00006997155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008631102,"about_ca_topic_score_gemma":0.0000307652,"domain_scores_codex":[0.999247,0.0000161931,0.0001238961,0.0002890353,0.00008154535,0.0002423721],"domain_scores_gemma":[0.9993632,0.0001171036,0.00004504709,0.0004022054,0.00003768179,0.00003469951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008758356,0.00002758922,0.0001681292,0.000006289132,0.00002955045,0.000003863925,0.002549756,8.008512e-7,0.0001916257,0.9936984,0.002178496,0.001136806],"study_design_scores_gemma":[0.0007667656,0.00007122009,0.0006062821,0.000007193981,0.000006520517,0.00001141056,0.0002717165,0.0000394098,0.001204364,0.9835235,0.0133467,0.0001448832],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03431866,0.0001344724,0.9246446,0.004165591,0.0004810459,0.000436369,0.000004700386,0.0003265336,0.03548799],"genre_scores_gemma":[0.9532402,0.000006001879,0.04490803,0.0006473014,0.00005109596,0.00004793634,8.388516e-7,0.000009970195,0.00108858],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9189216,"threshold_uncertainty_score":0.433568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02016051615906357,"score_gpt":0.2624654031299244,"score_spread":0.2423048869708608,"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."}}