{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006168807,0.00007948757,0.0001197382,0.0001149786,0.0001812806,0.00005358201,0.0002119221,0.0001741934,0.000498748],"category_scores_gemma":[0.0002109245,0.00008799505,0.00003054245,0.0003430069,0.000417974,0.0001576866,0.000006419574,0.0003529294,0.0006079763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005868662,"about_ca_system_score_gemma":0.0003678192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003183584,"about_ca_topic_score_gemma":0.000004930385,"domain_scores_codex":[0.9986832,0.0001395022,0.0002006462,0.0002157881,0.0003582997,0.0004025942],"domain_scores_gemma":[0.9995364,0.0001146137,0.00003520035,0.0001194469,0.00004275411,0.000151564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001457855,0.0001646919,0.02316478,0.00001097042,0.000002533119,0.0000015134,0.4354841,0.000005361813,0.0001425743,0.4151222,0.00755886,0.1183279],"study_design_scores_gemma":[0.001036795,0.00007734809,0.1067416,0.007581558,0.00001850478,0.000005918045,0.2951241,0.00007620837,0.0003441499,0.3714771,0.2166111,0.0009056416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7316465,0.0005513788,0.000144797,0.01726486,0.00571304,0.0002119932,2.381866e-7,0.000112806,0.2443544],"genre_scores_gemma":[0.9930041,0.000066042,0.0009030675,0.001511005,0.0004925699,0.000006206392,0.000003226436,0.00001137899,0.004002363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2613576,"threshold_uncertainty_score":0.7814508,"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."}}