{"id":"W2924661744","doi":"10.3138/jcs.2018-0009","title":"Corporate and Worker Photographs of the Offshore Oil Industry: The Case of the Ocean Ranger","year":2019,"lang":"en","type":"article","venue":"Journal of Canadian Studies","topic":"Literature, Film, and Journalism Analysis","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sophistication; Viewpoints; Petroleum industry; Submarine pipeline; Photography; History; Visual arts; Sociology; Engineering; Oceanography; Geology; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005094818,0.0001264822,0.0003660452,0.0002601828,0.0004035552,0.00008563955,0.0002619711,0.00005843121,0.0001670624],"category_scores_gemma":[0.00005535005,0.00004960387,0.0002718164,0.0002907556,0.0005698192,0.0001245064,0.00004584593,0.0005073428,4.78582e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000242648,"about_ca_system_score_gemma":0.0001669703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01075414,"about_ca_topic_score_gemma":0.2474577,"domain_scores_codex":[0.9989876,0.0001368375,0.0004288254,0.00007012142,0.0002104443,0.0001661571],"domain_scores_gemma":[0.9981803,0.0001022706,0.0008497828,0.0002357008,0.0005411883,0.00009077253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001724272,0.00008844272,0.2370812,0.0002633136,0.007771101,0.0005802438,0.3658369,0.00006952976,0.00009599348,0.03649684,0.3436131,0.007930789],"study_design_scores_gemma":[0.001835621,0.0002131109,0.03130809,0.001408998,0.002331043,0.00164982,0.3344315,0.00002135385,0.0003288503,0.004861943,0.6211832,0.0004263943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773734,0.01095279,2.192736e-8,0.004013524,0.0007421141,0.00006068108,0.00008498577,9.467371e-7,0.006771498],"genre_scores_gemma":[0.9934093,0.0006230352,0.000002750498,0.0007585139,0.0002982004,4.680777e-7,2.31816e-7,0.000008734642,0.004898807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2775701,"threshold_uncertainty_score":0.9958333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03492558380686014,"score_gpt":0.2182482420696964,"score_spread":0.1833226582628363,"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."}}