{"id":"W1590666293","doi":"10.1177/160940691101000205","title":"Embracing the Creative: The Role of Photo Novella in Qualitative Nursing Research","year":2011,"lang":"en","type":"article","venue":"International Journal of Qualitative Methods","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of New Brunswick","funders":"","keywords":"Novella; Spirituality; Qualitative research; Nursing research; Psychology; Nursing; Perception; Medicine; Sociology; Alternative medicine; Computer science; Social 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"methods","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2012083,0.0001337351,0.000366203,0.0005792736,0.0003631109,0.00007820713,0.0016852,0.00008464911,0.0002563274],"category_scores_gemma":[0.04978578,0.00008085808,0.000200149,0.001053263,0.003575107,0.0004727035,0.0001299037,0.001069577,0.000006759469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006003047,"about_ca_system_score_gemma":0.0009004492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003421432,"about_ca_topic_score_gemma":0.0002253147,"domain_scores_codex":[0.8709634,0.1243219,0.001162886,0.0002149931,0.00280453,0.0005322482],"domain_scores_gemma":[0.9564159,0.03848403,0.0008394846,0.0002052774,0.003901395,0.0001539301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004319402,0.0001834329,0.0001006403,0.000002667275,0.0001188444,0.000006035198,0.7033781,0.000006182527,0.008015173,0.255271,0.00005621741,0.03242968],"study_design_scores_gemma":[0.000225048,0.0001376017,0.001338753,0.0001843861,0.000009184355,0.000002629251,0.5893714,0.00005336187,0.02383188,0.382742,0.002044888,0.00005887745],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4562411,0.002810977,0.08990595,0.005393671,0.001426202,0.0008404967,0.00002825404,0.00001398602,0.4433393],"genre_scores_gemma":[0.8959686,0.00007444101,0.1032172,0.00007276302,0.0002792894,0.00002643259,3.062732e-7,0.00001568393,0.0003452486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4429941,"threshold_uncertainty_score":0.9991366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9616515976418903,"score_gpt":0.8348739785671051,"score_spread":0.1267776190747852,"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."}}