{"id":"W2391002929","doi":"","title":"Integration and Transformation:The Creation and Enlightenment in Queen's Learning Commons","year":2009,"lang":"en","type":"article","venue":"Tushuguan luntan","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commons; Enlightenment; Service (business); Computer science; Knowledge management; Value (mathematics); Queen (butterfly); Object (grammar); Sociology; Business; Political science; Artificial intelligence; Epistemology; Marketing; Law","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003050047,0.0001834951,0.0002301988,0.001748344,0.01323413,0.01334762,0.001523583,0.001459447,0.00622128],"category_scores_gemma":[0.005552049,0.0003268169,0.000361004,0.001947435,0.02194859,0.009337792,0.01228333,0.001791405,0.0005755122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02011306,"about_ca_system_score_gemma":0.02405829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1375168,"about_ca_topic_score_gemma":0.1552481,"domain_scores_codex":[0.9959309,0.001704454,0.00006522459,0.0002780044,0.0008647417,0.001156719],"domain_scores_gemma":[0.997206,0.0007116926,0.0002339398,0.0004352207,0.0004298825,0.0009832401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006991896,0.00009740652,0.006686759,0.00003732334,0.000007653839,0.0009552594,0.3813483,0.0005612987,0.001025575,0.5439129,0.005321298,0.05997625],"study_design_scores_gemma":[0.0000229749,0.00007522125,0.01598138,0.0001281327,0.00001770405,0.0004844486,0.4145421,0.002036713,0.002194032,0.1281614,0.4362954,0.00006057059],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4898083,0.0003624121,0.01407678,0.00950583,0.00009520686,0.0001842189,0.0000539194,0.000218371,0.485695],"genre_scores_gemma":[0.9675809,0.00006281617,0.001825955,0.0001783218,0.00001214401,0.00002308891,0.00002235068,0.00006377534,0.03023071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9866524,"threshold_uncertainty_score":0.2734329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008700626700749234,"score_gpt":0.274049547684361,"score_spread":0.2653489209836118,"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."}}