{"id":"W2019365796","doi":"10.1145/1125451.1125757","title":"About face interface","year":2006,"lang":"en","type":"article","venue":"","topic":"Art, Technology, and Culture","field":"Arts and Humanities","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Vision; The arts; Media arts; Creativity; Computer science; Face (sociological concept); Human–computer interaction; Interface (matter); Sociology; Engineering ethics; Knowledge management; Engineering; Psychology; Visual arts; Social science; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006010417,0.0009880404,0.0005440771,0.0009351278,0.001697725,0.005114515,0.001510237,0.003028484,0.4034919],"category_scores_gemma":[0.002875601,0.0003497476,0.0007166882,0.0006711886,0.0004998454,0.005733714,0.003252445,0.001710333,0.182527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005728588,"about_ca_system_score_gemma":0.0003885575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001233511,"about_ca_topic_score_gemma":0.001571149,"domain_scores_codex":[0.9992974,0.0001081638,0.00003723781,0.000179209,0.0002912663,0.00008673403],"domain_scores_gemma":[0.9993348,0.0001695544,0.00002560875,0.0002132345,0.0001779562,0.0000788927],"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":[0.000269994,0.000107007,0.0006017383,0.0004536082,0.00002231231,0.0003269968,0.0008418095,0.0003477828,0.01018332,0.06437126,0.4688523,0.453622],"study_design_scores_gemma":[0.00001896482,0.00002931036,0.0002981397,0.00007211191,0.00001233241,0.000372033,0.000255926,0.001136729,0.002175843,0.009840793,0.9857706,0.00001721415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005548286,0.002583989,0.07971831,0.005524213,0.006965743,0.0003449651,0.002952543,0.01316812,0.8831938],"genre_scores_gemma":[0.07451355,0.001939502,0.05275068,0.007005638,0.001587616,0.0004939847,0.005838845,0.003325101,0.8525452],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4034919,"threshold_uncertainty_score":0.8508464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602463840855801,"score_gpt":0.2232230233332405,"score_spread":0.2071983849246825,"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."}}