{"id":"W4242258959","doi":"10.29173/pandpr29366","title":"Book Review","year":2018,"lang":"en","type":"article","venue":"Phenomenology & Practice","topic":"Visual Culture and Art Theory","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Photography; History; Art history; Art; Visual arts","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003326741,0.0001176114,0.0001753294,0.00003060178,0.0003921014,0.00004804393,0.00017418,0.00003146138,0.05435324],"category_scores_gemma":[0.0002754667,0.00009300496,0.00004143517,0.00002874426,0.0005227741,0.0006902185,0.00006406855,0.0001671418,0.01060537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001600456,"about_ca_system_score_gemma":0.00002382845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001328633,"about_ca_topic_score_gemma":0.00001695407,"domain_scores_codex":[0.9991217,0.0001591971,0.000186393,0.0002036229,0.00009148888,0.0002376331],"domain_scores_gemma":[0.9992178,0.0001468202,0.0001293896,0.0002497066,0.000207452,0.00004882406],"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":[0.00002340745,0.00006050514,4.09015e-7,0.00003444658,0.00004640447,0.000004948844,0.006553847,6.924716e-9,0.0000229187,0.3845435,0.6072441,0.001465452],"study_design_scores_gemma":[0.0001076807,0.0002718416,0.000001021794,0.00006142007,0.0001098482,0.00002419028,0.00124317,5.678596e-7,0.00002370076,0.002613363,0.995419,0.0001242471],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00005581419,0.2240016,0.00001220175,0.02699308,0.0005458361,0.0001386037,0.000003106294,0.0001047644,0.748145],"genre_scores_gemma":[0.01181803,0.02373235,0.0001153334,0.7711169,0.004792485,0.00005684382,0.00001695548,0.00003677497,0.1883144],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7441238,"threshold_uncertainty_score":0.990165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04080028340566556,"score_gpt":0.3179016238958443,"score_spread":0.2771013404901788,"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."}}