{"id":"W4234961005","doi":"10.24124/2005/bpgub1293","title":"Language of art","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Computer science; Linguistics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001136553,0.0005771888,0.0003573522,0.001886507,0.003326024,0.0112196,0.0007960534,0.001391184,0.03334844],"category_scores_gemma":[0.002833928,0.0002088162,0.0002651825,0.001776029,0.01075146,0.006307601,0.00187345,0.002659133,0.005212688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003230962,"about_ca_system_score_gemma":0.002126862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004921366,"about_ca_topic_score_gemma":0.005461665,"domain_scores_codex":[0.9986145,0.0007474046,0.00005071756,0.0002063669,0.0002511237,0.0001298009],"domain_scores_gemma":[0.9989175,0.0004624584,0.00007320107,0.000204954,0.0002465744,0.00009524575],"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":[0.000002931871,0.000003119078,0.00002968196,0.0000102305,8.448002e-7,0.000007682972,0.001641688,0.00002003928,0.00003347008,0.9866202,0.007724427,0.003905721],"study_design_scores_gemma":[0.000006769361,0.00000848657,0.0003762305,0.0001058664,0.000004902252,0.000103902,0.003355871,0.0001625054,0.0001416421,0.5161978,0.4795299,0.000006099824],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002773113,0.003019264,0.003643136,0.004440465,0.000408017,0.00001128675,0.0001005045,0.00003177431,0.9855724],"genre_scores_gemma":[0.4871943,0.004059568,0.003104371,0.001889065,0.001635469,0.0001092066,0.0003597305,0.0002609134,0.5013874],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03334844,"threshold_uncertainty_score":0.1115617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01699172917744637,"score_gpt":0.27433090684811,"score_spread":0.2573391776706636,"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."}}