{"id":"W2294604895","doi":"10.5860/crl.77.2.184","title":"Personal Librarian for Aboriginal Students: A Programmatic Assessment","year":2016,"lang":"en","type":"article","venue":"College & Research Libraries","topic":"Library Science and Administration","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Action (physics); Action research; Higher education; Medical education; Library science; Psychology; Pedagogy; Computer science; Political 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":[0.03014382,0.0002987666,0.0004733584,0.002164246,0.006879036,0.003548514,0.00174683,0.0009935772,0.00368656],"category_scores_gemma":[0.02478158,0.0004390451,0.0004814103,0.002329397,0.001976563,0.002784834,0.007396605,0.002030259,0.000653293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01080293,"about_ca_system_score_gemma":0.05647339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03584311,"about_ca_topic_score_gemma":0.09674181,"domain_scores_codex":[0.9861256,0.00690976,0.0008549099,0.0004556099,0.003639816,0.002014246],"domain_scores_gemma":[0.9805787,0.003381035,0.001385601,0.0006626077,0.009073047,0.0049191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006282371,0.01256,0.177712,0.002225995,0.00005414657,0.0009429817,0.4426064,0.000404298,0.001885126,0.00518161,0.008212267,0.347587],"study_design_scores_gemma":[0.0002647096,0.007190091,0.208659,0.001128566,0.000117467,0.0006083628,0.7133961,0.0007573523,0.002281904,0.001691295,0.06381838,0.00008690407],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9585803,0.0003449863,0.001389567,0.005415513,0.00006073913,0.00625181,0.0002685819,0.00008403508,0.0276044],"genre_scores_gemma":[0.9695442,0.001227491,0.01253233,0.00115735,0.00003173147,0.007114748,0.0004284874,0.00003133954,0.007932134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03584311,"threshold_uncertainty_score":0.1594177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1010562380908757,"score_gpt":0.4779748260259841,"score_spread":0.3769185879351084,"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."}}