{"id":"W7128754180","doi":"","title":"Campus living labs : a best practices guide for canadian colleges and institutes : volume II","year":2024,"lang":"en","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Best practice; Volume (thermodynamics); Work (physics); Living lab","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":[0.003590894,0.001489042,0.0009428684,0.01096943,0.005966507,0.007605819,0.003522888,0.002096144,0.190322],"category_scores_gemma":[0.01183685,0.001193957,0.0009195835,0.02014964,0.001334667,0.003283622,0.002302818,0.002537112,0.1463472],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03252249,"about_ca_system_score_gemma":0.1410394,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9350899,"about_ca_topic_score_gemma":0.9732636,"domain_scores_codex":[0.9949424,0.0003424881,0.0002578848,0.0002147512,0.003475908,0.0007666905],"domain_scores_gemma":[0.9811919,0.001240197,0.0004614245,0.0008956924,0.01414251,0.002068281],"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":[0.000006379702,0.00001491825,0.000248818,0.00007107201,0.000001551324,0.00001457237,0.0001124686,0.00009485314,0.0001516252,0.0009787894,0.9529653,0.04533955],"study_design_scores_gemma":[0.00000602433,0.000004352524,0.001746569,0.0001207118,0.000003852634,0.00001707923,0.0002407799,0.00008840294,0.0001674002,0.0003920252,0.9971893,0.00002340554],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002146605,0.003520631,0.02392508,0.0185428,0.002218497,0.002674055,0.1447028,0.03875744,0.7635122],"genre_scores_gemma":[0.006694775,0.004132892,0.04674783,0.004027711,0.0002408639,0.001027625,0.04966627,0.009229001,0.878233],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9674775,"threshold_uncertainty_score":0.6366904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576585091245387,"score_gpt":0.2598116211215378,"score_spread":0.2440457702090839,"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."}}