{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01949,0.0001055742,0.0002606566,0.001986547,0.001649295,0.00003539614,0.0004850976,0.0002262552,0.0003607909],"category_scores_gemma":[0.01517046,0.00009994328,0.00003660499,0.009959375,0.0002931775,0.0007056195,0.00007723259,0.004298886,0.00002930491],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002495462,"about_ca_system_score_gemma":0.01833857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001041159,"about_ca_topic_score_gemma":0.0002830455,"domain_scores_codex":[0.993498,0.002708737,0.001960627,0.0001597091,0.0009943952,0.00067849],"domain_scores_gemma":[0.9882126,0.001394581,0.0009446498,0.000403567,0.008834184,0.0002104131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000656952,0.002246231,0.2708844,0.0004541826,0.00001811821,0.0000061004,0.02298623,0.000025018,0.01929932,0.1622861,0.508872,0.01285659],"study_design_scores_gemma":[0.0007175666,0.0001606615,0.7962223,0.003532184,0.000005492358,0.00005695435,0.115277,0.00008780099,0.003055519,0.05117259,0.02952224,0.000189735],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763599,0.0001597071,0.00106222,0.01086166,0.002258435,0.0004147013,0.00001106914,0.00001701341,0.008855323],"genre_scores_gemma":[0.9813862,0.00004500006,0.01558245,0.0006278515,0.0007303032,0.00007147237,0.0000196194,0.00001344267,0.001523673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5253378,"threshold_uncertainty_score":0.9996504,"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."}}