{"id":"W2169058265","doi":"10.1177/1098214009354774","title":"Bibliometrics as a Performance Measurement Tool for Research Evaluation: The Case of Research Funded by the National Cancer Institute of Canada","year":2010,"lang":"en","type":"article","venue":"American Journal of Evaluation","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":157,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Canadian Partnership Against Cancer; Canadian Cancer Society","funders":"National Cancer Institute","keywords":"Bibliometrics; Documentation; Management science; Medical education; Medicine; Library science; Computer science; Engineering","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":["metaresearch","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.1013011,0.001009329,0.001686211,0.0227184,0.01286031,0.01932848,0.00289484,0.002698591,0.001260833],"category_scores_gemma":[0.2066818,0.000571372,0.0009884005,0.06673732,0.01086778,0.007500842,0.006294741,0.002863382,0.0002996283],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1002914,"about_ca_system_score_gemma":0.1212239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6881527,"about_ca_topic_score_gemma":0.7024083,"domain_scores_codex":[0.8053959,0.1143318,0.007320051,0.00263669,0.06422172,0.006093888],"domain_scores_gemma":[0.7692756,0.1481205,0.01035147,0.006832714,0.06129992,0.004119823],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0003033713,0.0002791192,0.06473158,0.003607124,0.0003252834,0.002933453,0.06032768,0.01892596,0.001262194,0.4977456,0.02436499,0.3251937],"study_design_scores_gemma":[0.0002921967,0.0006480977,0.1408474,0.007246402,0.0007299358,0.002112721,0.1480428,0.1127572,0.006216255,0.208373,0.3718486,0.0008854733],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2862603,0.01945312,0.1436784,0.09588692,0.0007570921,0.003099218,0.001905036,0.0009810205,0.447979],"genre_scores_gemma":[0.8915482,0.004842841,0.09794287,0.0006138059,0.0001308593,0.0005940086,0.0002954428,0.0001154715,0.003916567],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9772816,"threshold_uncertainty_score":0.7276683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8412037386951862,"score_gpt":0.6852424986880619,"score_spread":0.1559612400071243,"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."}}