{"id":"W1978253550","doi":"10.2202/1548-923x.1018","title":"The Tyranny of Consensus: Implications for Nursing Education","year":2004,"lang":"en","type":"article","venue":"International Journal of Nursing Education Scholarship","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Dissent; Appeal; Democracy; Voting; Process (computing); Work (physics); Psychology; Nursing; Public relations; Political science; Sociology; Medicine; Computer science; Law; Politics","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":[],"consensus_categories":[],"category_scores_codex":[0.1796907,0.0009299204,0.001997771,0.003586304,0.01228559,0.01676948,0.005670042,0.01461128,0.009736278],"category_scores_gemma":[0.2890658,0.000521883,0.001265049,0.00376033,0.08987249,0.03048522,0.01336114,0.01567367,0.001263286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01277004,"about_ca_system_score_gemma":0.02475393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006573199,"about_ca_topic_score_gemma":0.006891038,"domain_scores_codex":[0.8426187,0.1316897,0.003214481,0.005958434,0.01282241,0.003696335],"domain_scores_gemma":[0.5996898,0.3476377,0.01040889,0.008692635,0.02138364,0.01218737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009712149,0.00007439948,0.001619827,0.0004165613,0.00004333314,0.0005140908,0.01911786,0.001218268,0.00005891874,0.9016981,0.01729046,0.05785108],"study_design_scores_gemma":[0.00003098412,0.00002864947,0.0003783028,0.0005238916,0.000008632441,0.0001334731,0.01609132,0.001039021,0.00006844539,0.9629272,0.0187344,0.00003554644],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01162447,0.008885187,0.02945759,0.8961186,0.00404113,0.0001459088,0.00003866785,0.00007517665,0.04961323],"genre_scores_gemma":[0.8828996,0.009625166,0.03320134,0.06197933,0.004854366,0.0008238295,0.00003472086,0.00008116263,0.006500421],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1796907,"threshold_uncertainty_score":0.9503065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.113189555087705,"score_gpt":0.5154355107319342,"score_spread":0.4022459556442292,"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."}}