{"id":"W2563006133","doi":"10.1057/978-1-137-54305-9","title":"Ethics and Visual Research Methods","year":2016,"lang":"en","type":"book","venue":"Palgrave Macmillan US eBooks","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Field (mathematics); Visual field; Visual research; Visual methods; Computer science; Visual arts; Artificial intelligence; Computer vision; Data science; Psychology; Art; Mathematics; Neuroscience","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":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaresearch","sts","research_integrity"],"category_scores_codex":[0.07216444,0.0005178385,0.0008638063,0.0008251967,0.002460801,0.0003406342,0.00099254,0.001871683,0.0005723098],"category_scores_gemma":[0.02075478,0.000439132,0.0002266399,0.0001674889,0.00623747,0.000008616641,0.000944742,0.004543576,0.0003193726],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009265627,"about_ca_system_score_gemma":0.006286219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000802012,"about_ca_topic_score_gemma":0.001241287,"domain_scores_codex":[0.9619667,0.03060732,0.000650348,0.001195252,0.003409725,0.002170686],"domain_scores_gemma":[0.9741627,0.02247976,0.0002311688,0.0006637267,0.001169024,0.001293599],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007706964,0.000003665406,0.0001387461,0.0001892495,0.000143908,0.00009078025,0.01432254,1.599861e-8,0.001120852,0.7213841,0.001667103,0.260862],"study_design_scores_gemma":[0.0002230214,0.000162175,0.0001336185,0.0002569956,0.00003103034,0.000002626231,0.0004375157,0.000008930488,0.0005195237,0.5501699,0.4476245,0.0004300986],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002581929,0.001666025,0.001744357,0.0004694423,0.0004773386,0.001167433,0.00005509067,0.0001923432,0.9939698],"genre_scores_gemma":[0.07177436,0.002105768,0.01292856,0.0005542406,0.003484376,0.0003599446,0.00001647274,0.0003012198,0.908475],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4459574,"threshold_uncertainty_score":0.999806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5995206654311234,"score_gpt":0.6596827710226563,"score_spread":0.0601621055915329,"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."}}