{"id":"W2796470123","doi":"10.7939/r37659k1t","title":"Document and Reveal: Library Association of Alberta Continuing Education Certification Program Pilot Project","year":2011,"lang":"en","type":"article","venue":"University of Alberta Library","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Certification; Association (psychology); Continuing education; Library science; Pilot program; Political science; Medical education; Public relations; Business; Computer science; Medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01268208,0.0004761778,0.0003181569,0.002509517,0.007647397,0.005376152,0.002750459,0.003219263,0.04623198],"category_scores_gemma":[0.01623641,0.0007647554,0.0002606405,0.001551645,0.001702043,0.001073133,0.002794635,0.002225527,0.01048191],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01888818,"about_ca_system_score_gemma":0.1664152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7537736,"about_ca_topic_score_gemma":0.8901234,"domain_scores_codex":[0.9933352,0.0008237633,0.0001931197,0.0003098746,0.003517213,0.001820816],"domain_scores_gemma":[0.9689856,0.002721369,0.000451335,0.001905258,0.01567861,0.0102579],"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":[0.002019853,0.008625649,0.02282772,0.0004018864,0.00002316031,0.0006949446,0.00372972,0.0008718956,0.01051502,0.004990415,0.7676957,0.177604],"study_design_scores_gemma":[0.001853325,0.003585125,0.398472,0.0002623835,0.0000627849,0.0002373802,0.02065304,0.001649242,0.00900647,0.0009814674,0.563094,0.0001429008],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3642457,0.0004984329,0.007882184,0.03443912,0.002388501,0.06943663,0.05624168,0.004103499,0.4607642],"genre_scores_gemma":[0.3853526,0.0003671266,0.01373959,0.007936941,0.0001477269,0.01035923,0.02689142,0.0002888061,0.5549166],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9946238,"threshold_uncertainty_score":0.495353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0239210336177388,"score_gpt":0.2462078546025899,"score_spread":0.2222868209848511,"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."}}