{"id":"W4385590467","doi":"10.59962/9780774866620","title":"Adjusting the Lens","year":2021,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Photography and Visual Culture","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lens (geology); Geology; Materials science; Optics; Physics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00008192263,0.0001179146,0.0003285517,0.00001971914,0.0006924412,0.0003985378,0.0004613,0.0001836107,0.001637117],"category_scores_gemma":[0.000007343761,0.0002102636,0.0003405295,0.000005486352,0.0008287704,0.000086971,0.0002262679,0.0004572649,0.000003704109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003192594,"about_ca_system_score_gemma":0.0001521719,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1550208,"about_ca_topic_score_gemma":0.602644,"domain_scores_codex":[0.9990454,0.0000623978,0.0001469427,0.0002896491,0.0002516316,0.0002040004],"domain_scores_gemma":[0.9990932,0.00006364602,0.0002151416,0.0002721958,0.0003091787,0.00004669057],"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":[0.000007582097,0.00003223162,0.000002590628,0.0002729167,0.0002802168,0.0002102883,0.01173809,3.605933e-7,0.000006926134,0.01673292,0.9648219,0.005893998],"study_design_scores_gemma":[0.0002412571,0.00003750371,0.00003361453,0.0007376563,0.000252557,0.00001469182,0.00293786,0.000002806347,0.000001789761,0.000472504,0.9950231,0.0002446476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001107106,0.0009729209,0.00000152093,0.000005688613,0.0003079636,0.0002530504,0.001300805,0.00007035375,0.9959806],"genre_scores_gemma":[0.003659672,0.0001732239,0.00001171297,0.00009226087,0.0003669063,5.456947e-7,0.0001026757,0.00002192427,0.9955711],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4476232,"threshold_uncertainty_score":0.9992755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03818907133586764,"score_gpt":0.1855555242417131,"score_spread":0.1473664529058455,"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."}}