{"id":"W1957243631","doi":"","title":"A new expectation for post-secondary librarians: faculty status, collective agreements, and the online evidence of teaching","year":2013,"lang":"en","type":"report","venue":"E-LIS Repository (University of Naples Federico II)","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Memorial University of Newfoundland","keywords":"Mathematics education; Psychology; Medical education; Computer science; Library science; Sociology; Medicine","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.01635431,0.0001406914,0.0003627197,0.00406985,0.01508761,0.01274108,0.001614815,0.001567915,0.006431981],"category_scores_gemma":[0.04710099,0.0002815685,0.0001870724,0.00605683,0.02202718,0.007692531,0.007771551,0.003205608,0.0003283222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02407249,"about_ca_system_score_gemma":0.04303168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3991173,"about_ca_topic_score_gemma":0.4727627,"domain_scores_codex":[0.9867445,0.003709145,0.0004972175,0.00070214,0.006009775,0.002337249],"domain_scores_gemma":[0.9321732,0.03324026,0.01089537,0.003467232,0.01114514,0.009078813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005893936,0.0001294285,0.09201103,0.000128419,0.000006785661,0.0004150105,0.8127577,0.00004473423,0.0003167091,0.05287811,0.003503377,0.03774984],"study_design_scores_gemma":[0.000003629859,0.00002181162,0.05519437,0.0001479294,0.000004665839,0.00007247668,0.924698,0.00005160288,0.0002418547,0.002506678,0.01704415,0.00001290936],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9102212,0.0007682887,0.0004301386,0.01774069,0.00004743093,0.00003870612,0.00009744258,0.00001298433,0.07064324],"genre_scores_gemma":[0.9967058,0.0001987196,0.00009522739,0.0003150793,0.00001742118,0.00001129781,0.00002431669,0.000005044807,0.002627014],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3991173,"threshold_uncertainty_score":0.7935883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07316290212598249,"score_gpt":0.3462626030938979,"score_spread":0.2730997009679154,"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."}}