{"id":"W4379392587","doi":"10.7765/9781526167583.00005","title":"List of contributors","year":2023,"lang":"en","type":"book-chapter","venue":"Manchester University Press eBooks","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Photography; Visual arts; Art history; Art","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"],"consensus_categories":[],"category_scores_codex":[0.0000547811,0.0002530492,0.0003656384,0.0001463113,0.000168648,0.00005276178,0.0003127541,0.000210919,0.0002577656],"category_scores_gemma":[0.000002186268,0.0002544149,0.0003076015,0.000003041109,0.0004399105,0.00007089936,0.000172996,0.0002828128,0.00002072079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002577661,"about_ca_system_score_gemma":0.00001969595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002113264,"about_ca_topic_score_gemma":0.0002285475,"domain_scores_codex":[0.999202,0.00001687705,0.0001628656,0.0002561702,0.0001867062,0.0001754082],"domain_scores_gemma":[0.9992634,0.00004456918,0.0002077548,0.0002739492,0.000143259,0.00006705322],"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":[0.00005544022,0.000009139108,0.00000206192,0.0001587069,0.0002166773,0.00005463861,0.007377829,9.943539e-8,0.00001822981,0.9804364,0.01150121,0.0001695431],"study_design_scores_gemma":[0.0003063092,0.00006473289,0.000006331874,0.00021001,0.0001975994,6.286302e-7,0.0004472898,0.000001000904,0.0001766625,0.001387186,0.9969266,0.0002756659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003269844,0.00003964335,0.000002554345,0.000008724001,0.0003872873,0.0002234856,0.0008048269,0.0001505637,0.9980559],"genre_scores_gemma":[0.01153105,0.00002928096,0.000002441117,0.00004322111,0.0002477113,5.419929e-7,0.00006826589,0.00003502921,0.9880425],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9854254,"threshold_uncertainty_score":0.9999908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06995752182954607,"score_gpt":0.2066096406898853,"score_spread":0.1366521188603392,"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."}}