{"id":"W7094040171","doi":"","title":"Kim Sutherland","year":2021,"lang":"","type":"article","venue":"PDXScholar  (Portland State University)","topic":"Graphic Design and Typography","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Representation (politics); Exhibition; Work (physics); Order (exchange)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003275792,0.000486252,0.0005448736,0.0007858422,0.001449427,0.0008860953,0.0004164839,0.0001794402,0.005934735],"category_scores_gemma":[0.00002988909,0.0005267538,0.0005469466,0.0007282785,0.0004748322,0.0008956307,0.0001784272,0.0007638386,0.0003512143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000055642,"about_ca_system_score_gemma":0.0003305942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000316398,"about_ca_topic_score_gemma":0.001592627,"domain_scores_codex":[0.99722,0.0003517634,0.0003979534,0.0008051062,0.0004510404,0.0007740779],"domain_scores_gemma":[0.9979653,0.00009872126,0.0002355242,0.0006294873,0.0005994613,0.0004714529],"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":[0.001459606,0.002602362,0.1001528,0.0005364585,0.004341695,0.03778634,0.04814322,0.00005146882,0.001061399,0.7495813,0.03983892,0.01444436],"study_design_scores_gemma":[0.002256405,0.0001789485,0.005278979,0.00007491585,0.0003350666,0.00004020777,0.007108554,0.00003563124,0.00008872718,0.00211594,0.9817805,0.0007061144],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5014863,0.004903855,0.0003150678,0.0005329779,0.001649555,0.0003132199,0.0007149743,0.0001745994,0.4899094],"genre_scores_gemma":[0.7134707,0.006960428,0.0000775469,0.000256905,0.0002774131,4.72299e-7,0.0001775409,0.00005435125,0.2787246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9419416,"threshold_uncertainty_score":0.9998506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01400415779313164,"score_gpt":0.1614901107156739,"score_spread":0.1474859529225423,"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."}}