{"id":"W2000280390","doi":"10.1177/1075547005275427","title":"Achieving Buy-In","year":2005,"lang":"en","type":"article","venue":"Science Communication","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Knowledge transfer; Knowledge management; Process (computing); Matching (statistics); Body of knowledge; Business; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01973088,0.0009940525,0.0007211101,0.00165549,0.006041586,0.01369607,0.002166602,0.003691031,0.08385977],"category_scores_gemma":[0.04519735,0.0005362759,0.001081357,0.0009673706,0.00297413,0.01161749,0.01312979,0.003553826,0.02135025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006602486,"about_ca_system_score_gemma":0.01376789,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004685811,"about_ca_topic_score_gemma":0.007490766,"domain_scores_codex":[0.9808877,0.005333364,0.0009106689,0.002088382,0.006931259,0.003848581],"domain_scores_gemma":[0.9696362,0.007813411,0.001493684,0.006434035,0.009439566,0.005183118],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004431689,0.002732847,0.01848049,0.0004797449,0.00009402122,0.001063299,0.01669014,0.001206411,0.005751114,0.461023,0.06757823,0.4244576],"study_design_scores_gemma":[0.0002224364,0.001702824,0.01947697,0.000902239,0.0001045686,0.001017252,0.03587196,0.004318959,0.00982556,0.1936673,0.7327115,0.0001784836],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.1165899,0.000523446,0.04639606,0.01461191,0.0006661129,0.001406349,0.0002965329,0.001110683,0.818399],"genre_scores_gemma":[0.7689123,0.0004369464,0.03384069,0.005351046,0.0001246806,0.001071654,0.0005085396,0.0006033048,0.1891509],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.08385977,"threshold_uncertainty_score":0.2805389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.289795189439559,"score_gpt":0.5782053454331254,"score_spread":0.2884101559935664,"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."}}