{"id":"W2610688433","doi":"10.29173/cais925","title":"Use Patterns in Academic Library Spaces","year":2016,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Space (punctuation); Stress (linguistics); Art; Linguistics; Philosophy","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004671577,0.0003295958,0.0007131131,0.004797915,0.001616521,0.004222474,0.001033243,0.0006917999,0.005990097],"category_scores_gemma":[0.01674303,0.000444516,0.0008497455,0.005909724,0.001180641,0.002368208,0.004294363,0.0005462481,0.001076502],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124208,"about_ca_system_score_gemma":0.0009688991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005251149,"about_ca_topic_score_gemma":0.01087203,"domain_scores_codex":[0.9920068,0.004193838,0.0008253299,0.0006710989,0.001602434,0.0007004601],"domain_scores_gemma":[0.9855511,0.007492223,0.002780447,0.00119527,0.002337919,0.000643094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009326587,0.0007854163,0.6919543,0.0007615199,0.0002322118,0.0001896294,0.1751969,0.0006504516,0.002684529,0.0009744647,0.0007757364,0.1248622],"study_design_scores_gemma":[0.00002812799,0.0008098504,0.7908011,0.0002298181,0.0001032015,0.0002522648,0.1927887,0.001102028,0.004252316,0.0007064227,0.008809971,0.0001160089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960659,0.0002481912,0.000743631,0.0000504538,0.000005196191,0.00003613812,0.0002070864,0.00001519585,0.002628198],"genre_scores_gemma":[0.9956269,0.0002741411,0.001054553,0.00002440679,0.00001071673,0.0001467553,0.0002215168,0.00002271469,0.002618332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9987579,"threshold_uncertainty_score":0.02470595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04844385633449403,"score_gpt":0.2988268330993079,"score_spread":0.2503829767648138,"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."}}