{"id":"W4388999612","doi":"10.1177/23333936231212281","title":"Phenomenographic Approaches in Research About Nursing","year":2023,"lang":"en","type":"article","venue":"Global Qualitative Nursing Research","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Göteborgs Universitet","keywords":"Phenomenography; Phenomenology (philosophy); Nursing; Inclusion (mineral); Phenomenon; Nursing practice; Psychology; Medicine; Pedagogy; Epistemology; Social psychology; Philosophy","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","sts"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.06460052,0.0001671372,0.0002608653,0.001776734,0.002534172,0.0005104878,0.0008839191,0.0002386386,0.00005491217],"category_scores_gemma":[0.0146046,0.0001843503,0.00007413489,0.02000961,0.006619889,0.0008760998,0.00008504,0.001563753,0.0006503593],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006295462,"about_ca_system_score_gemma":0.0014585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003976832,"about_ca_topic_score_gemma":0.0008804249,"domain_scores_codex":[0.9655765,0.02718172,0.0004339633,0.0008370316,0.003732184,0.002238638],"domain_scores_gemma":[0.9907364,0.007076527,0.00009667313,0.0004295678,0.001332813,0.0003280099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009696274,0.0004079961,0.002344738,0.00001905083,0.0000111635,0.000005334554,0.5144399,0.00001604642,0.00005814248,0.3642153,0.006250724,0.1121346],"study_design_scores_gemma":[0.0001591203,0.00008744151,0.01992166,0.000408699,0.000002163906,5.010573e-7,0.5095287,0.00006599964,0.0000127229,0.4667343,0.002961344,0.0001173371],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3806831,0.0009307785,0.00008609682,0.01855262,0.0005844659,0.000882793,0.00001093902,0.0001392468,0.59813],"genre_scores_gemma":[0.9961473,0.0003253905,0.001467082,0.00001630984,0.0004540576,0.0002253644,0.00002033967,0.00002529919,0.001318888],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6154642,"threshold_uncertainty_score":0.9987644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7475190596459766,"score_gpt":0.7102355837566716,"score_spread":0.03728347588930503,"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."}}