{"id":"W3087439817","doi":"10.20381/ruor-25252","title":"Social Media in Educational Practice: A Case Study of an Ontario School of Nursing","year":2020,"lang":"en","type":"dissertation","venue":"uO Research (University of Ottawa)","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing; Social media; Pedagogy; Nursing practice; Medicine; Sociology; Psychology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00329058,0.0008510452,0.0008697747,0.002459777,0.03483881,0.004074971,0.003544894,0.004209341,0.004691541],"category_scores_gemma":[0.007175095,0.0008894861,0.0006219468,0.002812456,0.008484581,0.002405922,0.006277025,0.003654255,0.0006891362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03628961,"about_ca_system_score_gemma":0.03042801,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4042893,"about_ca_topic_score_gemma":0.8115368,"domain_scores_codex":[0.9937128,0.00291745,0.0001689779,0.0004310719,0.001046793,0.001722872],"domain_scores_gemma":[0.9926382,0.002024034,0.0007945707,0.0002222112,0.0008544244,0.00346642],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005922571,0.0006061798,0.02056678,0.0001732189,0.00001567506,0.02959475,0.9303662,0.0001284793,0.0006448149,0.001906863,0.002686603,0.0132512],"study_design_scores_gemma":[0.00001095284,0.0002207028,0.01238043,0.000176291,0.00001011857,0.002581143,0.9589649,0.0002144116,0.0001591103,0.000256463,0.02499688,0.00002864766],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818872,0.0006756135,0.0007493151,0.005221399,0.00009421694,0.0002983954,0.00005772282,0.00001603914,0.01099996],"genre_scores_gemma":[0.9797901,0.001613567,0.001836164,0.001749774,0.00006475423,0.000182299,0.00004615334,0.0000359578,0.01468126],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5957108,"threshold_uncertainty_score":0.8038721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3102374204433163,"score_gpt":0.5348822207842673,"score_spread":0.224644800340951,"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."}}