{"id":"W2171241011","doi":"10.1177/2158244013490708","title":"Academic Librarians Use Evidence for Convincing","year":2013,"lang":"en","type":"article","venue":"SAGE Open","topic":"Health Sciences Research and Education","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Grounded theory; Psychology; Relation (database); Qualitative research; Focus group; Medical education; Sociology; Medicine; Social science; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001923286,0.00006703519,0.0001284636,0.00005785169,0.0009711257,0.0001417498,0.0007787865,0.0001262623,0.003724232],"category_scores_gemma":[0.004088745,0.00005280635,0.00001966859,0.0002310023,0.00004672706,0.00350586,0.0003326754,0.0004840702,0.002406375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253629,"about_ca_system_score_gemma":0.001947896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005981204,"about_ca_topic_score_gemma":0.0002920297,"domain_scores_codex":[0.998194,0.0003358885,0.0003380495,0.0002493477,0.0001803724,0.0007023901],"domain_scores_gemma":[0.9959828,0.003110604,0.0001088594,0.000271416,0.0001328362,0.0003934853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0000575395,0.00001955807,0.1744434,0.0003199412,0.000005185831,5.274529e-7,0.00780812,0.000001821527,0.001763836,0.001061787,0.7725537,0.04196453],"study_design_scores_gemma":[0.0008978075,0.0002008537,0.5752743,0.001950879,0.000006384727,8.200944e-7,0.008393072,0.00208332,0.0001526858,0.004600946,0.4061766,0.0002622755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8932842,0.0004781527,0.003890688,0.0707588,0.002301262,0.01664325,0.00003181966,0.000103947,0.01250788],"genre_scores_gemma":[0.8661968,0.0006511133,0.01083613,0.01789942,0.001121072,0.005432858,0.00002318467,0.00003202875,0.09780744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.400831,"threshold_uncertainty_score":0.9983703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6480138390435245,"score_gpt":0.6128294247018184,"score_spread":0.03518441434170605,"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."}}