{"id":"W2916934709","doi":"10.5334/kula.10","title":"Artistic Research Creation for Publicly Engaged Scholarship","year":2019,"lang":"en","type":"article","venue":"KULA knowledge creation dissemination and preservation studies","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Exhibition; Metaphor; Scholarship; Rendering (computer graphics); Computer science; The arts; World Wide Web; Digital scholarship; Mobile device; Sociology; Multimedia; Visual arts; Political science; Art; Computer graphics (images)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004798188,0.000192768,0.0002497918,0.0008760387,0.001145435,0.0004162167,0.000389787,0.0001634193,0.00004473282],"category_scores_gemma":[0.009413378,0.0001893963,0.00004618297,0.001292279,0.0001756537,0.002462685,0.000245155,0.0005175414,0.000121584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002270279,"about_ca_system_score_gemma":0.00006024226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004404627,"about_ca_topic_score_gemma":0.00004007294,"domain_scores_codex":[0.9975053,0.0007094142,0.0004716925,0.000618435,0.0003886556,0.0003064791],"domain_scores_gemma":[0.9909716,0.003799176,0.0002317012,0.0004700512,0.00447759,0.0000498386],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005881126,0.0001757522,0.02237982,0.000255449,0.0001153613,3.535326e-7,0.02269257,0.00000960362,0.01246416,0.8869078,0.0100374,0.04490289],"study_design_scores_gemma":[0.002970102,0.0007898124,0.4091404,0.0008539085,0.00007195049,0.00001726657,0.0121685,0.08777608,0.06065702,0.1928247,0.2316068,0.001123443],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6984919,0.002352321,0.2177346,0.01151733,0.00127151,0.003306538,0.00001488902,0.0007784197,0.06453258],"genre_scores_gemma":[0.9543683,0.0001109525,0.004295682,0.00005688389,0.00009919053,0.0006116419,0.0001090771,0.00001731567,0.04033094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6940831,"threshold_uncertainty_score":0.9989308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2109419739630423,"score_gpt":0.4912822924027958,"score_spread":0.2803403184397535,"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."}}