{"id":"W1971213187","doi":"10.15173/jpc.v3i2.152","title":"Art Into science/science into art","year":2014,"lang":"en","type":"article","venue":"Journal of Professional Communication","topic":"Music Technology and Sound Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Creativity; The arts; Enlightenment; Value (mathematics); Visual arts; Sociology; Aesthetics; Art; Computer science; Epistemology; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005518823,0.00009284355,0.0001784924,0.000460614,0.00153229,0.0001098853,0.004224575,0.00006169923,0.00001008038],"category_scores_gemma":[0.0009531011,0.00006777626,0.00005227659,0.001064542,0.001506079,0.001595771,0.001485244,0.0005187552,0.00006964367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001500559,"about_ca_system_score_gemma":0.000581697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003060581,"about_ca_topic_score_gemma":0.00001053852,"domain_scores_codex":[0.9982052,0.000154242,0.0004299246,0.000178154,0.0008236732,0.0002088032],"domain_scores_gemma":[0.9973447,0.0002332424,0.0004785142,0.0009638686,0.0008809061,0.00009872561],"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":[0.00002008594,0.0002586691,0.001860028,0.00001500786,0.00001499016,0.000001639808,0.007758006,0.00001664724,0.02124685,0.8939899,0.01792168,0.05689645],"study_design_scores_gemma":[0.0008577561,0.0004283965,0.04426406,0.0003739494,0.00001520765,0.0001298729,0.001037631,0.00949916,0.00685561,0.7051219,0.2310659,0.0003505789],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5561239,0.00122411,0.3283712,0.07333585,0.003992175,0.0002849117,2.405163e-7,0.0001838921,0.03648383],"genre_scores_gemma":[0.9054918,0.00005918929,0.09323183,0.0005657568,0.00004664478,0.000004076188,3.167371e-7,0.000002731208,0.0005976962],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3493679,"threshold_uncertainty_score":0.9997676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01835495578889472,"score_gpt":0.324740956749588,"score_spread":0.3063860009606933,"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."}}