{"id":"W1682857680","doi":"10.18438/b8mk87","title":"The Chiasmus of Librarianship and Collaborative Research for Evidence Based Practice","year":2008,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Administration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Politics; Critical mass (sociodynamics); Sociology; Political science; Library science; Public relations; Social science; Computer science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.1276209,0.0007632123,0.002077033,0.006013121,0.01064444,0.04564724,0.00343472,0.0167846,0.008936139],"category_scores_gemma":[0.154801,0.001148601,0.0009044644,0.005881222,0.1366257,0.042683,0.02074741,0.02429089,0.003219743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01530017,"about_ca_system_score_gemma":0.02663811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003721012,"about_ca_topic_score_gemma":0.002557109,"domain_scores_codex":[0.7127653,0.2387185,0.00946199,0.01042035,0.02411444,0.004519419],"domain_scores_gemma":[0.5907127,0.3283014,0.01558454,0.0258977,0.02624622,0.01325745],"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":[0.00003011107,0.00003954902,0.0005251386,0.000561377,0.00001766676,0.00009864776,0.009536436,0.0001396687,0.00006650201,0.956335,0.01691924,0.01573071],"study_design_scores_gemma":[0.00004791255,0.00009411234,0.0005553514,0.002022543,0.00001304745,0.0004512403,0.008451223,0.0006760572,0.0001354846,0.8130715,0.1744205,0.00006084712],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00380907,0.05690274,0.03196061,0.8482994,0.005066578,0.0001543943,0.00005968798,0.0001627909,0.05358465],"genre_scores_gemma":[0.6232588,0.06366213,0.07657462,0.1847159,0.02757313,0.001619194,0.0001234735,0.0002470549,0.0222256],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9543527,"threshold_uncertainty_score":0.6749319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1034818948895856,"score_gpt":0.3902312108872993,"score_spread":0.2867493159977137,"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."}}