{"id":"W6996549724","doi":"","title":"SHU Libraries Program Review 2018","year":2019,"lang":"en","type":"article","venue":"Seton Hall University eRepository (Seton Hall University)","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Service (business); Information literacy; Digital library; Variety (cybernetics); Library instruction; Literacy; Best practice; Unit (ring theory)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005086618,0.0009058214,0.001633393,0.01016106,0.002739673,0.008639639,0.003460443,0.003735264,0.3146126],"category_scores_gemma":[0.03625277,0.0008428298,0.001215933,0.008838328,0.001166685,0.005728467,0.003961688,0.003467605,0.2454312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007484976,"about_ca_system_score_gemma":0.01815397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008157105,"about_ca_topic_score_gemma":0.0165649,"domain_scores_codex":[0.9940574,0.001004294,0.0007003537,0.0005231492,0.003169281,0.0005454508],"domain_scores_gemma":[0.9606402,0.003598105,0.001878867,0.001534762,0.02935831,0.002989752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001948123,0.00001560841,0.00007632935,0.001616312,0.000007871375,0.00002751085,0.00003946034,0.00001032044,0.00003936765,0.0009376592,0.9260691,0.07114115],"study_design_scores_gemma":[0.000006286032,0.000006893921,0.0002364207,0.001542429,0.000006813512,0.00004426407,0.0000295377,0.000004581654,0.00002212126,0.0001474541,0.9979498,0.000003473834],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009381939,0.1839193,0.002326955,0.1201549,0.1080037,0.00253089,0.01450426,0.002199782,0.5654221],"genre_scores_gemma":[0.005802329,0.2225413,0.002553395,0.06373461,0.03610626,0.002806044,0.01578623,0.001345832,0.649324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3146126,"threshold_uncertainty_score":0.977622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014913262432831,"score_gpt":0.218682600681795,"score_spread":0.2085334680574667,"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."}}