{"id":"W1846610419","doi":"10.18438/b8889d","title":"Better Collaborative Working is Likely to Increase Uptake of Library Resources in a University Setting","year":2008,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Medical education; Psychology; Medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02785088,0.0004397668,0.0009231257,0.004804088,0.005842633,0.01273345,0.003410209,0.003525652,0.03038633],"category_scores_gemma":[0.1106385,0.0006046039,0.001410323,0.004826163,0.002665257,0.01067032,0.01356417,0.002337472,0.004897601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005791572,"about_ca_system_score_gemma":0.01182501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118404,"about_ca_topic_score_gemma":0.01390577,"domain_scores_codex":[0.941239,0.03491262,0.003687998,0.005730159,0.009795768,0.00463437],"domain_scores_gemma":[0.845315,0.07177855,0.02592371,0.01086792,0.02306258,0.02305217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001849131,0.003422586,0.1718685,0.003433801,0.0002950553,0.001129688,0.04981242,0.000383561,0.00114414,0.009797675,0.02999898,0.7285287],"study_design_scores_gemma":[0.000380906,0.001960017,0.5748273,0.00581542,0.0004516907,0.001435686,0.1370035,0.0009333124,0.001992667,0.01509089,0.2598323,0.0002763879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6885035,0.01571909,0.01186137,0.06307795,0.001124745,0.0009077287,0.000432344,0.001107156,0.2172662],"genre_scores_gemma":[0.963153,0.004918461,0.01159432,0.005229394,0.000523401,0.0007028968,0.000327134,0.000181419,0.01336997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03038633,"threshold_uncertainty_score":0.1472913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0143402617656076,"score_gpt":0.2477246355272397,"score_spread":0.2333843737616321,"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."}}