{"id":"W4241340394","doi":"10.5070/t7122047481","title":"Looks","year":2020,"lang":"en","type":"article","venue":"Transit","topic":"Literature and Cultural Memory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Notice; Spectacle; Exhibition; Visual arts; Graffiti; Permission; Art; Style (visual arts); Quarter (Canadian coin); German; Advertising; Art history; Aesthetics; History; Law; Business; Political science; Archaeology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005330553,0.000970203,0.0003513671,0.0008302242,0.007397186,0.004528681,0.0007554175,0.002289423,0.2043973],"category_scores_gemma":[0.00221055,0.0004316714,0.0005987803,0.0003990061,0.002504751,0.004661022,0.003403154,0.003576164,0.09752437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008504466,"about_ca_system_score_gemma":0.0005910486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01152952,"about_ca_topic_score_gemma":0.01989717,"domain_scores_codex":[0.9993706,0.0001400193,0.00001390906,0.0001579685,0.0001739139,0.0001435636],"domain_scores_gemma":[0.9992661,0.00004678353,0.00004433344,0.00006825315,0.0002951525,0.0002794008],"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":[0.0001441193,0.0001113795,0.00337852,0.0002081685,0.00004587032,0.002193456,0.05630334,0.00008875503,0.003872814,0.0307128,0.8390852,0.06385567],"study_design_scores_gemma":[0.000005410854,0.00004694945,0.001509097,0.0001619258,0.0000150277,0.001414157,0.03098345,0.00004928111,0.0003676613,0.00144302,0.9639661,0.00003785277],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02257071,0.002737813,0.005540491,0.0241499,0.005710867,0.0001488184,0.0009730775,0.001804859,0.9363635],"genre_scores_gemma":[0.08899321,0.0009648848,0.001837031,0.01078256,0.0003406007,0.00003586794,0.0003644414,0.0006686015,0.8960127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2043973,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05926932649887426,"score_gpt":0.1758752906106647,"score_spread":0.1166059641117904,"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."}}