{"id":"W2887594159","doi":"","title":"LibGuides: International College of Manitoba Students Help - All Text: Writing","year":2016,"lang":"en","type":"libguides","venue":"","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medical education; Psychology; World Wide Web; Computer science; Library science; Media studies; Sociology; Pedagogy; Linguistics; Medicine; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0008065004,0.0004894851,0.0001902912,0.002390341,0.007073487,0.004885348,0.0006472049,0.0005491603,0.07794861],"category_scores_gemma":[0.002279968,0.0002404816,0.00007053426,0.005252482,0.001712056,0.001638119,0.002686491,0.001012992,0.0101576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005371643,"about_ca_system_score_gemma":0.0145198,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2405458,"about_ca_topic_score_gemma":0.5048593,"domain_scores_codex":[0.9996207,0.00009554022,0.00001934905,0.00005156088,0.0001464388,0.0000664703],"domain_scores_gemma":[0.9987941,0.0001833998,0.00006327534,0.0001006654,0.0005520982,0.0003065192],"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":[0.0002464409,0.0001543329,0.01224134,0.0004395488,0.000007205832,0.0007364427,0.1412072,0.00008111457,0.003546453,0.02308236,0.5346591,0.2835985],"study_design_scores_gemma":[0.000009538814,0.00001176034,0.01593689,0.0002152751,0.000004309776,0.0001827912,0.05754672,0.00005770747,0.001455668,0.0008938172,0.9236741,0.00001137632],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1122554,0.002655537,0.00130457,0.006851486,0.0009292156,0.000231181,0.008837437,0.001611334,0.865324],"genre_scores_gemma":[0.2223784,0.001960619,0.003284941,0.0006162088,0.0001685445,0.0003304452,0.005202106,0.001200903,0.7648578],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2405458,"threshold_uncertainty_score":0.4782913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03422675728805073,"score_gpt":0.3085228379670885,"score_spread":0.2742960806790377,"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."}}