{"id":"W7021058125","doi":"","title":"Navigating Uncertainty","year":2015,"lang":"en","type":"dissertation","venue":"OCAD University Open Research Repository (OCAD University)","topic":"Art, Politics, and Modernism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario College of Art and Design","funders":"","keywords":"Exhibition; Relation (database); Focus (optics); Work (physics); Anxiety; Order (exchange)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009157227,0.0004772216,0.0006340557,0.000438395,0.00434458,0.0008411517,0.002647521,0.0004950936,0.00003341206],"category_scores_gemma":[0.00007739846,0.0005775823,0.0002770969,0.00006197931,0.001088329,0.001415767,0.0005352686,0.002315944,0.000210803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001926794,"about_ca_system_score_gemma":0.00222665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05039699,"about_ca_topic_score_gemma":0.08651621,"domain_scores_codex":[0.9955119,0.0009382233,0.0002995892,0.000981627,0.001228092,0.001040601],"domain_scores_gemma":[0.9957627,0.0001866695,0.000335674,0.0008296718,0.002206901,0.000678372],"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":[0.0005379271,0.0001430133,0.00005167579,0.0001249468,0.0002184288,0.0009801851,0.06617182,0.00002125068,0.00006360955,0.9195673,0.01090314,0.00121673],"study_design_scores_gemma":[0.001037211,0.0002374637,0.00006138781,0.0004065207,0.0001486007,0.000006584105,0.1162913,0.000115577,0.0001129507,0.0008924636,0.8800853,0.0006046903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07819552,0.0001069272,0.000004049264,0.0001742256,0.00105001,0.0008299362,0.0001975639,0.0001367064,0.9193051],"genre_scores_gemma":[0.1617164,0.0001060621,0.00004220154,0.00003388381,0.0005981828,7.81824e-7,0.000936894,0.00005967726,0.8365059],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9186748,"threshold_uncertainty_score":0.9999858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1460589909759365,"score_gpt":0.3606016609522559,"score_spread":0.2145426699763194,"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."}}