{"id":"W2337457401","doi":"","title":"Exploring the experiences of novice sessional clinical nursing instructors","year":2016,"lang":"en","type":"dissertation","venue":"Open ULeth Scholarship (OPUS) (University of Lethbridge)","topic":"Healthcare Education and Workforce Issues","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nursing; Medicine; Psychology; Medical education; Pedagogy","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":[0.005168597,0.0003496365,0.0004299298,0.0007797936,0.004006119,0.004016513,0.001456489,0.00130099,0.002444442],"category_scores_gemma":[0.01239685,0.0002832629,0.0002240213,0.0004621216,0.004139112,0.001966313,0.003698336,0.00215843,0.0003257882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002367278,"about_ca_system_score_gemma":0.003374987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003442431,"about_ca_topic_score_gemma":0.007895263,"domain_scores_codex":[0.9948534,0.003426797,0.0001086475,0.0002479312,0.0005576846,0.0008055764],"domain_scores_gemma":[0.9895049,0.005456763,0.0007293921,0.0002466891,0.001168689,0.002893522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004600059,0.0001808165,0.01016107,0.0001031682,0.000004593183,0.002036163,0.9697771,0.00005633579,0.001858821,0.001087795,0.001376048,0.01331193],"study_design_scores_gemma":[0.000003909073,0.0001858657,0.003016328,0.0001212911,0.000002861432,0.000685483,0.9825927,0.0001135181,0.000364965,0.0001982466,0.01270072,0.0000140861],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909686,0.0003671295,0.00175879,0.001327771,0.00007595585,0.00006060188,0.00002055094,0.00002423168,0.005396261],"genre_scores_gemma":[0.9932887,0.0003786296,0.0007414134,0.0006766262,0.0000313354,0.00005271936,0.00002820201,0.00001753653,0.004784839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005168597,"threshold_uncertainty_score":0.02733451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.168428858235467,"score_gpt":0.4152555685760335,"score_spread":0.2468267103405665,"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."}}