{"id":"W3092761657","doi":"","title":"LibGuides: Lower Canada College LibGuides: Subject Guides","year":2019,"lang":"en","type":"libguides","venue":"","topic":"Web and Library Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Subject (documents); World Wide Web; Computer science","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":["metaepi_narrow","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0005577062,0.001362957,0.001579034,0.0005442436,0.0003149632,0.001106381,0.009328104,0.0007180616,0.003020043],"category_scores_gemma":[0.0001414149,0.001164881,0.0004848264,0.001164495,0.0001183372,0.002825157,0.002178592,0.0009057484,0.0009334455],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004165414,"about_ca_system_score_gemma":0.01215484,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5427639,"about_ca_topic_score_gemma":0.685299,"domain_scores_codex":[0.992507,0.0002641412,0.001650757,0.002185578,0.001832784,0.001559676],"domain_scores_gemma":[0.9935044,0.0009031639,0.000729416,0.003848935,0.0004421255,0.0005719748],"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":[0.000009759508,0.00005058341,0.0001051273,0.000358053,0.0001752616,0.0002361268,0.0001569507,0.00003991428,0.000005633675,0.0286242,0.9694294,0.0008090257],"study_design_scores_gemma":[0.0004055272,0.0001884289,0.0001559937,0.0004085836,0.00004210904,0.00005203829,0.0001798127,0.001796732,0.0004096098,0.0009605282,0.993829,0.001571694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000508782,0.005586909,0.001328288,0.0166924,0.031414,0.001443329,0.0009292545,0.001679642,0.9404174],"genre_scores_gemma":[0.005755816,0.000620407,0.02287196,0.04327375,0.003741866,0.00008907806,0.0004897052,0.0003095857,0.9228478],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1425351,"threshold_uncertainty_score":0.9999306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194750140278868,"score_gpt":0.2147860746773932,"score_spread":0.2028385732746046,"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."}}