{"id":"W3045135489","doi":"10.1097/ans.0000000000000321","title":"Visual Elicitation","year":2020,"lang":"en","type":"article","venue":"Advances in Nursing Science","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Photo elicitation; Operationalization; Qualitative research; Context (archaeology); Visual methods; Process (computing); Psychology; Qualitative property; Data collection; Computer science; Applied psychology; Knowledge management; Sociology; Cognitive science","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002807743,0.00005854933,0.0000915988,0.0001234444,0.0005355856,0.0000975251,0.0004625623,0.00002551466,0.00003475082],"category_scores_gemma":[0.006882356,0.00006112993,0.00001668707,0.002469896,0.002921269,0.00182222,0.00001838103,0.0001350364,0.000045034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002754804,"about_ca_system_score_gemma":0.000469005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003204287,"about_ca_topic_score_gemma":0.00004918543,"domain_scores_codex":[0.9976948,0.0003432242,0.0001478752,0.0003163486,0.0009455259,0.0005521635],"domain_scores_gemma":[0.99916,0.0003051099,0.00004554223,0.00007608213,0.0001079968,0.000305292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003341751,0.00008046662,0.006904319,0.000007686248,4.130503e-7,0.000005275446,0.05439242,0.0004465614,0.01951226,0.2631793,0.00004141181,0.6553964],"study_design_scores_gemma":[0.002066905,0.00159496,0.0907848,0.001142471,0.00002018099,0.000002538753,0.1105128,0.1065938,0.06963509,0.3566399,0.259119,0.001887426],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5669786,0.001588769,0.02851537,0.009321505,0.001012975,0.0004441831,0.000001042943,0.0001994537,0.3919381],"genre_scores_gemma":[0.9912181,0.00009111247,0.008132374,0.0003929436,0.0001249726,0.000009079659,1.29625e-7,0.000004239441,0.00002706167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.653509,"threshold_uncertainty_score":0.9997922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3869430977246801,"score_gpt":0.7027566827825567,"score_spread":0.3158135850578766,"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."}}