{"id":"W4206642575","doi":"10.1108/s2398-6018202005","title":"Ethics and Integrity in Visual Research Methods","year":2020,"lang":"en","type":"book","venue":"","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University","funders":"","keywords":"Research integrity; Visual research; Engineering ethics; Academic integrity; Computer science; Engineering; Visual arts; Art","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.1138641,0.0008406438,0.001183476,0.00228713,0.008287624,0.02600505,0.002957419,0.006612101,0.01205295],"category_scores_gemma":[0.1521896,0.001063369,0.0008365975,0.002717424,0.04798158,0.01769081,0.01065124,0.01218987,0.007853016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005148828,"about_ca_system_score_gemma":0.01591761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002352595,"about_ca_topic_score_gemma":0.002530738,"domain_scores_codex":[0.7518564,0.2038626,0.006838578,0.00529653,0.02999632,0.00214959],"domain_scores_gemma":[0.6985024,0.252786,0.005550102,0.02100517,0.01999578,0.002160504],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002196532,0.0000256489,0.0001928377,0.0007231271,0.00001220351,0.0001212689,0.03690293,0.0001673209,0.0003052375,0.7774101,0.1098746,0.07424263],"study_design_scores_gemma":[0.00001124881,0.00003389261,0.0002214355,0.002302296,0.00001041916,0.0003831682,0.007758942,0.0003393419,0.0006054722,0.2794875,0.7088035,0.00004278316],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003201797,0.02750812,0.1843908,0.1855795,0.01363226,0.001404812,0.0002991209,0.0006801396,0.5833035],"genre_scores_gemma":[0.2025984,0.0391916,0.2671992,0.09719668,0.01477788,0.007873104,0.000691951,0.002810193,0.3676609],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9933879,"threshold_uncertainty_score":0.602178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9626091338880456,"score_gpt":0.8332258796785105,"score_spread":0.1293832542095351,"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."}}