{"id":"W2800728214","doi":"10.69520/jipe.v1i1.39","title":"Nurse Faculty Experience with Research at a Polytechnic: A Qualitative Study","year":2018,"lang":"en","type":"article","venue":"Journal of innovation in polytechnic education.","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Polytechnic","funders":"","keywords":"Qualitative research; Medical education; Psychology; Mathematics education; Pedagogy; Sociology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.019179,0.0004960062,0.001211529,0.001929992,0.01725685,0.005991778,0.002435863,0.002362794,0.004083365],"category_scores_gemma":[0.02347973,0.0006876319,0.000498725,0.002366121,0.01089781,0.003974302,0.00588807,0.00353215,0.0006976451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009711447,"about_ca_system_score_gemma":0.01235538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009503372,"about_ca_topic_score_gemma":0.02432601,"domain_scores_codex":[0.9824719,0.01257144,0.0005094058,0.0006884647,0.001414289,0.002344552],"domain_scores_gemma":[0.973205,0.01694686,0.001678143,0.0006614644,0.002645104,0.004863285],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005837155,0.0002173342,0.005170444,0.0001721391,0.000003975398,0.001013017,0.9854003,0.00004566377,0.001047679,0.0007747742,0.0006332406,0.005463023],"study_design_scores_gemma":[0.000004978316,0.0001095812,0.001092905,0.0001345027,0.000002558276,0.0002848212,0.9920815,0.00004153606,0.000264161,0.0001054885,0.005869505,0.000008456826],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850145,0.0009867485,0.002817907,0.003501822,0.0001601858,0.0004677647,0.0001241883,0.00003254328,0.006894422],"genre_scores_gemma":[0.9875749,0.001897662,0.001948902,0.001736278,0.00006889012,0.0005446208,0.00006039525,0.00004146201,0.006126999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.980821,"threshold_uncertainty_score":0.1014295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3105071141055566,"score_gpt":0.6367401688963583,"score_spread":0.3262330547908017,"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."}}