{"id":"W7039500149","doi":"","title":"Library of Queen's University","year":2012,"lang":"en","type":"book","venue":"QSpace (Queen's University Library)","topic":"Education, Innovation and Language Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"National library; Work (physics); Digital library; Library automation; Documentation","routes":{"ca_aff":false,"ca_fund":false,"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":[0.0002298735,0.000748631,0.0005873708,0.001696463,0.004442534,0.006695965,0.0006805622,0.001392126,0.2561044],"category_scores_gemma":[0.001296579,0.0004871763,0.0003290454,0.004764755,0.0009408838,0.002582989,0.001880508,0.002268683,0.1155579],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009616421,"about_ca_system_score_gemma":0.01452309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2658867,"about_ca_topic_score_gemma":0.5836073,"domain_scores_codex":[0.9996226,0.00002119435,0.00001508499,0.00007626587,0.000211245,0.0000535095],"domain_scores_gemma":[0.9995127,0.00004216531,0.00001698176,0.00004661295,0.000289176,0.00009229427],"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":[0.00001127562,0.000003818691,0.00004079973,0.0001290013,9.25727e-7,0.00005734129,0.0003928742,0.00002385679,0.00008476982,0.01313816,0.9482217,0.0378954],"study_design_scores_gemma":[5.592883e-7,8.004707e-7,0.0000929388,0.00003824812,3.738241e-7,0.00001362753,0.00007061193,0.000005138844,0.00001611159,0.0002671538,0.9994929,0.000001473843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003468857,0.0114499,0.000379703,0.003415897,0.002744029,0.00004390875,0.002667676,0.0003109684,0.9786411],"genre_scores_gemma":[0.0009074537,0.001745723,0.0001678204,0.0003189555,0.00006067128,0.00001033284,0.0002752901,0.00007880688,0.9964349],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7341133,"threshold_uncertainty_score":0.8567546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01133237727815804,"score_gpt":0.221569487415199,"score_spread":0.210237110137041,"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."}}