{"id":"W7096713376","doi":"","title":"ABSTRACT CANADIAN LIS EDUCATION: TRENDS AND ISSUES","year":2008,"lang":"en","type":"article","venue":"","topic":"Scientific Innovation and Industrial Efficiency","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Enthusiasm; General partnership; Curriculum; Joint venture; Face (sociological concept); Relocation; Higher education; Graduate degree","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001112289,0.00006751781,0.00009753212,0.0008437263,0.0003965557,0.0002371829,0.0003051985,0.00006261619,0.01933694],"category_scores_gemma":[0.0009663224,0.00004750099,0.00002632356,0.002155858,0.000148961,0.0003056041,0.00001984074,0.000076008,0.0007613798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003054151,"about_ca_system_score_gemma":0.0007715308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04196519,"about_ca_topic_score_gemma":0.01879466,"domain_scores_codex":[0.998556,0.00002127382,0.000338572,0.000299663,0.0006051073,0.0001793389],"domain_scores_gemma":[0.9989522,0.00008858371,0.00006485327,0.0003035021,0.0003632937,0.000227597],"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":[9.069975e-7,0.00001770416,0.003342172,1.085907e-7,7.47094e-7,0.000001538067,0.0003403642,0.00000147214,0.00003649995,0.008679618,0.740995,0.2465838],"study_design_scores_gemma":[0.00006894104,0.00001021446,0.1668731,0.000001414852,5.123551e-7,0.00001699978,0.0007484779,0.00007386026,0.0001570825,0.0006839508,0.8312909,0.00007451184],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.265407,0.00008292736,0.00001449123,0.01882689,0.001526786,0.00004054751,0.000005782042,0.0000239762,0.7140716],"genre_scores_gemma":[0.7716835,0.000005030588,0.0002605419,0.001102307,0.0001490321,0.000001686815,0.000003595956,0.000002170806,0.2267922],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5062764,"threshold_uncertainty_score":0.9991098,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2261457952822733,"score_gpt":0.4218697277800519,"score_spread":0.1957239324977786,"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."}}