{"id":"W2091123007","doi":"10.3928/01484834-20091217-06","title":"Preceptors' Perspectives on Recruitment, Support, and Retention of Preceptors","year":2010,"lang":"en","type":"article","venue":"Journal of Nursing Education","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Preceptor; Delphi method; Medical education; Focus group; Delphi; Psychology; Constructive; Nursing; Medicine; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.001554887,0.00005238832,0.0001018868,0.0002734255,0.0001298141,0.0000462175,0.0001423715,0.00008919329,0.0002025172],"category_scores_gemma":[0.0007931849,0.00004886453,0.00004975852,0.0001918463,0.0003075672,0.0002847126,0.000005495342,0.0002966615,0.000002067395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002210556,"about_ca_system_score_gemma":0.0005574281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005389671,"about_ca_topic_score_gemma":0.00001772165,"domain_scores_codex":[0.9989358,0.0001773387,0.0002401169,0.00009370541,0.0004315785,0.0001215027],"domain_scores_gemma":[0.9988463,0.0001163038,0.0003638957,0.00009297347,0.0004804205,0.0001001077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001426565,0.002093673,0.004246447,0.00002583613,0.00003121082,5.542184e-7,0.187542,8.61934e-7,0.06357149,0.02586916,0.06393939,0.6525367],"study_design_scores_gemma":[0.0009323278,0.003568001,0.07164361,0.002231399,0.0001713643,0.0001386307,0.623069,0.00001424141,0.0868995,0.06488863,0.1459093,0.0005339775],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9616239,0.0001006676,0.00006426071,0.005941197,0.002414736,0.0003284153,0.000001000116,0.00001399734,0.02951181],"genre_scores_gemma":[0.9945917,0.0002269472,0.003786731,0.000008888995,0.0005172485,0.000006493097,8.726971e-7,0.000007400938,0.0008537549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6520028,"threshold_uncertainty_score":0.2217422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1754629447114103,"score_gpt":0.5122076589226098,"score_spread":0.3367447142111994,"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."}}