{"id":"W2060078184","doi":"10.1108/03074800510575311","title":"The academic library as congenial space: more on the Saint Mary's experience","year":2005,"lang":"en","type":"article","venue":"New Library World","topic":"Library Science and Administration","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Originality; Space (punctuation); Sociology; Context (archaeology); Academic library; Value (mathematics); Public relations; Library science; Position (finance); Media studies; Political science; Computer science; Social science; Business; Qualitative research; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002466798,0.0001892116,0.0001226965,0.00007305536,0.001628835,0.0009287231,0.001558691,0.0001027459,0.006215942],"category_scores_gemma":[0.00009590022,0.0001102447,0.0001020468,0.001017946,0.0008312505,0.007066313,0.0001816903,0.0005118398,0.0007170204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002688732,"about_ca_system_score_gemma":0.0009750671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001008815,"about_ca_topic_score_gemma":0.0001077418,"domain_scores_codex":[0.9978334,0.0002677162,0.0002867155,0.0003701459,0.0006818026,0.0005601941],"domain_scores_gemma":[0.9983972,0.00070835,0.0001282419,0.0004098411,0.000006180825,0.0003501324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006037909,0.00001700098,0.006659099,7.770126e-7,0.00000517328,0.000006377474,0.008035535,0.00000901331,0.00005729953,0.5834543,0.3813308,0.02036423],"study_design_scores_gemma":[0.000113806,0.00004239686,0.004482181,0.00002221783,0.000003121035,0.000001394725,0.003966392,0.00004975248,0.003546513,0.01137336,0.9762291,0.0001697216],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2496341,0.0004079572,0.000001486572,0.4575227,0.0004822961,0.0003447376,0.000004965092,0.0002541661,0.2913476],"genre_scores_gemma":[0.6339394,0.0004847644,0.000222715,0.02492598,0.003072738,0.00002642927,0.000008973037,0.00002179538,0.3372971],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5948983,"threshold_uncertainty_score":0.9996709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02669685267046045,"score_gpt":0.3059376528921263,"score_spread":0.2792408002216659,"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."}}