{"id":"W4241648353","doi":"10.29173/jpnep15","title":"Nursing Role Ambiguity in Alberta: The Impact and Institutional Influences","year":2021,"lang":"en","type":"article","venue":"Journal of Practical Nurse Education and Practice","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Athabasca University","keywords":"Ambiguity; Nursing; Psychology; Medicine; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002187356,0.0000953885,0.0002130545,0.00008866241,0.0005046539,0.00004232337,0.00006216447,0.0001183909,0.0002517538],"category_scores_gemma":[0.01739563,0.00006169405,0.00004096666,0.0002355144,0.0001342889,0.001698501,0.00002345003,0.001253665,0.00001739111],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003654099,"about_ca_system_score_gemma":0.01084464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009542443,"about_ca_topic_score_gemma":0.0002680145,"domain_scores_codex":[0.9971966,0.001639598,0.0005754289,0.0001233474,0.0002495155,0.000215536],"domain_scores_gemma":[0.99001,0.008467665,0.000591462,0.000122256,0.0006002585,0.0002083348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003279439,0.004944398,0.2995263,0.000284963,0.0002582202,0.0001698853,0.05435316,0.00001940849,0.001069961,0.1106394,0.2423977,0.2830571],"study_design_scores_gemma":[0.0006621585,0.0001110263,0.5249857,0.0002443641,0.0001078174,0.002352857,0.04608839,0.00002650085,0.000008475798,0.008081809,0.4172332,0.00009760899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3151698,0.006545613,0.00009466964,0.594871,0.002119986,0.0002126854,0.000002389321,0.000004837106,0.08097902],"genre_scores_gemma":[0.9607037,0.003453191,0.004170042,0.02982903,0.0009113953,0.00001081817,0.000003889248,0.000009457703,0.0009084719],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6455339,"threshold_uncertainty_score":0.994763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06601396720099693,"score_gpt":0.5590268062926766,"score_spread":0.4930128390916797,"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."}}