{"id":"W4404399970","doi":"10.21428/f1f23564.077d42e3","title":"Biographies & Contact","year":2022,"lang":"en","type":"article","venue":"IDEAH","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"University of Toronto; George Washington University; University of Victoria; Smithsonian Institution","keywords":"Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001640916,0.00006576077,0.00007206725,0.0004189532,0.0002940492,0.00004396412,0.0006120962,0.00002179835,0.0002327288],"category_scores_gemma":[0.00002342676,0.00006885477,0.0000402107,0.0009385201,0.0000357147,0.0002371584,0.0003986208,0.0002446097,0.0001718915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005092089,"about_ca_system_score_gemma":0.00001569472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003995334,"about_ca_topic_score_gemma":0.00002417874,"domain_scores_codex":[0.9993324,0.0000456155,0.0001184569,0.0002038874,0.0001523349,0.0001473295],"domain_scores_gemma":[0.9994537,0.00003723112,0.00007083428,0.0003728812,0.00005347284,0.00001183969],"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":[0.000006396092,0.00005544527,0.003398404,0.000002100541,0.00002997019,0.00002040583,0.0004910864,0.000009105657,0.02331058,0.9313204,0.03553281,0.005823291],"study_design_scores_gemma":[0.0003851781,0.0002696499,0.01710303,0.000005759626,0.000004802398,0.0001758403,0.0002343417,0.0006794789,0.008356053,0.07621545,0.8962445,0.0003259139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8266862,0.0001518294,0.1453935,0.007975573,0.002665417,0.0002157599,0.000008417721,0.001125883,0.01577742],"genre_scores_gemma":[0.994828,0.000001888171,0.003340248,0.0009318821,0.00002460847,0.00004938081,0.000003808197,0.000004760714,0.0008153694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8607117,"threshold_uncertainty_score":0.2807816,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095399674444563,"score_gpt":0.2651460963552756,"score_spread":0.24419209961083,"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."}}