{"id":"W2912606508","doi":"10.1111/nin.12277","title":"About academic bullshit in nursing","year":2019,"lang":"en","type":"article","venue":"Nursing Inquiry","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Institute of Population and Public Health","keywords":"Nursing; MEDLINE; Psychology; Sociology; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02461355,0.0005862231,0.0009035591,0.002704984,0.02146338,0.01967876,0.002902015,0.01655691,0.007341512],"category_scores_gemma":[0.0744096,0.0005951248,0.0009376272,0.003788158,0.0693213,0.02930096,0.01484353,0.03274273,0.001655741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01746462,"about_ca_system_score_gemma":0.006761628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01460806,"about_ca_topic_score_gemma":0.01057923,"domain_scores_codex":[0.9638618,0.02418656,0.001341271,0.003346951,0.005419168,0.001844178],"domain_scores_gemma":[0.9296276,0.05283856,0.007197552,0.002049964,0.003923095,0.00436322],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006099643,0.00006658065,0.002788859,0.0006417393,0.00003922363,0.001778591,0.5714924,0.0002288465,0.0001606717,0.2484888,0.1423649,0.0318883],"study_design_scores_gemma":[0.0000191303,0.00008808066,0.001904121,0.003593898,0.0000271084,0.002731062,0.2757919,0.0002319054,0.0002272047,0.08824524,0.6270122,0.0001280989],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02287228,0.09811674,0.001828063,0.8080376,0.01560728,0.00002473588,0.00003613677,0.00007599247,0.05340113],"genre_scores_gemma":[0.4140302,0.06202886,0.0007820934,0.4867196,0.02006332,0.00007644266,0.00004480224,0.0002185531,0.01603607],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9753864,"threshold_uncertainty_score":0.1301704,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05658164834926803,"score_gpt":0.41955086575761,"score_spread":0.362969217408342,"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."}}