{"id":"W4404399970","doi":"10.21428/f1f23564.077d42e3","title":"Biographies &amp; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005209173,0.0005711246,0.0007216852,0.002151832,0.001606073,0.002013818,0.0007665773,0.001435886,0.842138],"category_scores_gemma":[0.003609534,0.0003047885,0.000286106,0.001934441,0.0004051393,0.001883776,0.001282964,0.001208027,0.6719615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105786,"about_ca_system_score_gemma":0.001220276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004608859,"about_ca_topic_score_gemma":0.008921712,"domain_scores_codex":[0.9997314,0.00003295192,0.00001047069,0.00006081641,0.0001254109,0.00003901548],"domain_scores_gemma":[0.9984011,0.0004844447,0.00006773853,0.0001595294,0.000623994,0.0002631819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002666087,0.00001914397,0.0001570733,0.00008657518,0.000001916257,0.00004865681,0.0001025863,0.00003015341,0.0002886999,0.002542984,0.9359334,0.06076217],"study_design_scores_gemma":[0.00000532859,0.000007232997,0.0002491491,0.00003748457,0.000003333176,0.00005446583,0.00009177755,0.00005879642,0.0002155374,0.0005431154,0.9987304,0.000003376579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008689406,0.002282608,0.00146361,0.007784696,0.008375677,0.0001125966,0.004657621,0.0009924801,0.9734617],"genre_scores_gemma":[0.002483261,0.0004493392,0.0002128729,0.000680805,0.0004277741,0.00003765717,0.0006247989,0.0002162999,0.9948671],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.157862,"threshold_uncertainty_score":0.225171,"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."}}