{"id":"W2136361593","doi":"10.18438/b81c8w","title":"Implementing the Critical Friend Method for Peer Feedback among Teaching Librarians in an Academic Setting","year":2012,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Innovations in Medical Education","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Loneliness; Friendship; Medical education; Critical reflection; Psychology; Teaching method; Mathematics education; Pedagogy; Medicine; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.007471863,0.0001170237,0.0001278826,0.0002101645,0.0004321148,0.0002390029,0.0001410082,0.0001340854,0.0001640477],"category_scores_gemma":[0.0330434,0.00009048344,0.00002785078,0.0003837149,0.00007095936,0.2016245,0.00007695397,0.0009560005,0.000007784352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002254619,"about_ca_system_score_gemma":0.0001976287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005723083,"about_ca_topic_score_gemma":3.807669e-8,"domain_scores_codex":[0.9980438,0.0004208753,0.0006472084,0.0001262222,0.0003644365,0.0003975019],"domain_scores_gemma":[0.9945086,0.004724166,0.000289787,0.0002339432,0.0001225719,0.0001209178],"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":[0.0005407409,0.0001909467,0.07548322,0.0007018616,0.00002505127,0.00000105065,0.01667176,0.00004160255,0.0002531532,0.6237601,0.01898921,0.2633413],"study_design_scores_gemma":[0.0008471328,0.0001902584,0.1062526,0.0007761099,0.0001410255,0.00006676241,0.03874435,0.08413853,0.001241373,0.0003450747,0.7670151,0.0002417319],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1417907,0.0003420118,0.2124594,0.6382985,0.0005797768,0.001441344,0.00001190748,0.0001653966,0.004911089],"genre_scores_gemma":[0.5632457,0.00003089539,0.3308089,0.1047679,0.0006778595,0.0001612211,0.0001992417,0.00001718062,0.00009115048],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7480259,"threshold_uncertainty_score":0.9751017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03027677388100169,"score_gpt":0.4078956549640811,"score_spread":0.3776188810830794,"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."}}