{"id":"W904089445","doi":"","title":"There be dragons: Course Management and Library Systems at SFU Library and BC Campus","year":2005,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Course (navigation); Library automation; Library management; Library science; Computer science; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00003577225,0.0002202796,0.0001954985,0.0002519228,0.0002632421,0.0003880648,0.0008778141,0.0001096433,0.0001082309],"category_scores_gemma":[4.205787e-7,0.0002191707,0.00004582308,0.0005447955,0.00008981452,0.007622645,0.001419338,0.0001315374,0.00003669549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001443001,"about_ca_system_score_gemma":0.00003521231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001794125,"about_ca_topic_score_gemma":0.000227162,"domain_scores_codex":[0.9987466,0.0001022734,0.0001338844,0.0005394261,0.0001709871,0.0003068678],"domain_scores_gemma":[0.9990991,0.0000653469,0.00008499836,0.0004905072,0.000006406911,0.0002536214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006256616,0.0001181485,0.7518676,0.0002020515,0.0001402153,0.0008299368,0.0001316201,0.0001090172,0.000001936484,0.1578498,0.08192649,0.006760572],"study_design_scores_gemma":[0.0007451387,0.0000593894,0.0121791,0.00006923849,0.00003779456,1.606079e-7,0.003764836,0.003606811,0.0001880958,0.0001960429,0.9788271,0.0003262536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8232664,0.006569456,0.0005166709,0.0100611,0.0003676094,0.0005438093,0.00004429459,0.0008897262,0.1577409],"genre_scores_gemma":[0.8853906,0.002585736,0.004344381,0.001992699,0.0001685188,0.000001872172,0.00004009485,0.00003689136,0.1054392],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8969007,"threshold_uncertainty_score":0.893752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006502326870381363,"score_gpt":0.1708599512336382,"score_spread":0.1643576243632568,"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."}}