{"id":"W4396983598","doi":"10.69520/jipe.vi1.95","title":"Building Research Capacity Among Community College Nursing Faculty","year":2021,"lang":"en","type":"article","venue":"Journal of innovation in polytechnic education.","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centennial College","funders":"","keywords":"Community college; Nursing; Medical education; Psychology; Sociology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05455693,0.0004504774,0.0005117776,0.004567286,0.0167451,0.01157185,0.004607313,0.002668119,0.01036185],"category_scores_gemma":[0.1045688,0.0006945487,0.0004786081,0.001781682,0.01137371,0.006426199,0.0213943,0.003124287,0.0007248627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009397303,"about_ca_system_score_gemma":0.04842107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009906572,"about_ca_topic_score_gemma":0.01953256,"domain_scores_codex":[0.9557735,0.02661564,0.001310081,0.002867052,0.005509343,0.00792441],"domain_scores_gemma":[0.8430558,0.0685357,0.008777979,0.009615074,0.02471658,0.04529894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002173911,0.001614693,0.08092331,0.0008989624,0.00009473603,0.001471676,0.6526207,0.0003090469,0.005049495,0.01336855,0.01589641,0.227535],"study_design_scores_gemma":[0.00008518543,0.0006628478,0.03582285,0.001214115,0.00004694554,0.0008573345,0.8201742,0.0007212698,0.001763633,0.01476397,0.1237337,0.0001538516],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261691,0.001367386,0.003509472,0.02919213,0.000342388,0.001228722,0.00007900026,0.0001606727,0.03795118],"genre_scores_gemma":[0.9912173,0.0004859998,0.002365103,0.002169699,0.00009206124,0.0003922722,0.00004848099,0.00002209423,0.003207061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05455693,"threshold_uncertainty_score":0.288528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3778007421153007,"score_gpt":0.5871275631437254,"score_spread":0.2093268210284246,"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."}}