{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009145887,0.0003725253,0.0002417031,0.001634759,0.007324782,0.005252407,0.0008083174,0.0008425335,0.1402063],"category_scores_gemma":[0.002435365,0.0003892369,0.0001466834,0.002370364,0.000799047,0.002832878,0.002030783,0.0008264537,0.03393501],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01148692,"about_ca_system_score_gemma":0.01194383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3454892,"about_ca_topic_score_gemma":0.5384717,"domain_scores_codex":[0.9991096,0.00009282088,0.00002679247,0.0001390356,0.0003464025,0.000285392],"domain_scores_gemma":[0.9969375,0.0001692898,0.00008088148,0.0001602589,0.0006376338,0.002014373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001994733,0.0002755758,0.01226279,0.0001267958,0.000008163619,0.0001943449,0.003352374,0.000279644,0.003803038,0.006924249,0.3962715,0.5763021],"study_design_scores_gemma":[0.00002923174,0.00007470625,0.02976506,0.00005662589,0.000008852104,0.0001658389,0.002120506,0.001244962,0.003587813,0.0008758436,0.9620382,0.00003243095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.167224,0.00324197,0.009411716,0.01663343,0.0007676397,0.0005474714,0.003410686,0.01748875,0.7812744],"genre_scores_gemma":[0.184744,0.0008201684,0.007271505,0.0006526412,0.0001445247,0.00007387262,0.001570818,0.0008993093,0.8038231],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9947476,"threshold_uncertainty_score":0.6869564,"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."}}