{"id":"W3002183795","doi":"","title":"Guides: McGill Community for Lifelong Learning (MCLL): How to...","year":2019,"lang":"en","type":"libguides","venue":"","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lifelong learning; Sociology; Pedagogy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001829595,0.00101925,0.0007562274,0.002058301,0.002103473,0.004264098,0.002038724,0.002613933,0.5200277],"category_scores_gemma":[0.007502495,0.0007925939,0.0005554021,0.002129535,0.0008286724,0.003203828,0.003555676,0.003103788,0.3836749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001844702,"about_ca_system_score_gemma":0.009905024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05688965,"about_ca_topic_score_gemma":0.1966739,"domain_scores_codex":[0.9987323,0.0003241214,0.00008248341,0.00009006956,0.0006155642,0.0001554638],"domain_scores_gemma":[0.994633,0.001026369,0.0001774077,0.0002397336,0.002194012,0.001729543],"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":[0.0000100168,0.0000211055,0.00003449799,0.00009176759,6.153051e-7,0.00001327588,0.0001121036,0.00001191032,0.00005653842,0.0003403187,0.945653,0.05365488],"study_design_scores_gemma":[0.000008466399,0.000009523913,0.0001669218,0.0001173563,9.679186e-7,0.00002100542,0.00008649672,0.00002184264,0.00004554724,0.0002242125,0.9992888,0.000008867711],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001095532,0.006946881,0.01274854,0.01789408,0.002514334,0.001749998,0.02105835,0.02442885,0.9115633],"genre_scores_gemma":[0.001909274,0.003063591,0.01013437,0.004322112,0.000179858,0.0008583262,0.006023578,0.003558325,0.9699505],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5200277,"threshold_uncertainty_score":0.6846222,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1068459224202234,"score_gpt":0.4169160989087383,"score_spread":0.3100701764885149,"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."}}