{"id":"W2956011459","doi":"10.24377/ejqrp.article2988","title":"Two-eyed seeing, arts-based reflection and collaboration: Reflexivity tools for nursing practitioners working across cultures","year":2019,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Participatory Visual Research Methods","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cape Breton University","funders":"","keywords":"Reflexivity; Journaling file system; Pedagogy; Rigour; Sociology; Psychology; Social science; Epistemology","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","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01052937,0.0002274484,0.0005519988,0.0003294565,0.001608656,0.005025316,0.0009346993,0.0001655166,0.0009889163],"category_scores_gemma":[0.005672609,0.0002233581,0.0001232982,0.001577552,0.0004635702,0.00570541,0.0001682248,0.000400667,0.000007045201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005741476,"about_ca_system_score_gemma":0.0007745497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007498055,"about_ca_topic_score_gemma":0.001092611,"domain_scores_codex":[0.9953628,0.001717594,0.0006142772,0.0005148915,0.001121238,0.0006692244],"domain_scores_gemma":[0.995415,0.002136123,0.0008805605,0.000306331,0.0008851013,0.0003768527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002425949,0.0006405408,0.2877482,0.0001995971,0.0002570068,0.00001517106,0.01577519,0.001652776,0.5680153,0.006541405,0.01274282,0.103986],"study_design_scores_gemma":[0.004794614,0.0001853433,0.3463854,0.003165247,0.0002348661,0.000006973364,0.02612441,0.002018719,0.2173187,0.03382945,0.3641271,0.001809191],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728468,0.002571014,0.00374633,0.001107965,0.001037064,0.00171866,0.0000326963,0.0000760504,0.01686343],"genre_scores_gemma":[0.9937776,0.0007396289,0.004076872,0.0002718717,0.0003934186,0.0001461723,0.00001118675,0.00003516419,0.0005480469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3513843,"threshold_uncertainty_score":0.9999243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8421521757850113,"score_gpt":0.8051135341847826,"score_spread":0.03703864160022874,"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."}}