{"id":"W4286958326","doi":"10.5281/zenodo.5556984","title":"UniSAFE National researcher report - Canada","year":2021,"lang":"en","type":"report","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Healthcare Facilities Design and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Geography; Political 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007678076,0.001004266,0.0007233701,0.008666083,0.007566434,0.006883569,0.002591042,0.001239912,0.03701506],"category_scores_gemma":[0.007339261,0.0007028473,0.0007443265,0.01201736,0.0009882075,0.001131107,0.003190359,0.001458522,0.0133904],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.08140032,"about_ca_system_score_gemma":0.3413524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9912407,"about_ca_topic_score_gemma":0.9921581,"domain_scores_codex":[0.9857086,0.0005186928,0.0004451474,0.000642979,0.01019863,0.002485926],"domain_scores_gemma":[0.9793082,0.0005903033,0.000439522,0.0004928068,0.01708526,0.002083858],"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":[0.0002094818,0.000172999,0.01590698,0.0006579602,0.00004199541,0.00028352,0.001342785,0.0006443136,0.0006614639,0.01150912,0.9214782,0.04709126],"study_design_scores_gemma":[0.00001938738,0.00003884644,0.02575359,0.0001826119,0.00002503715,0.00009327455,0.002070561,0.0002617794,0.001517264,0.0003905169,0.9695969,0.00005020453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.02109638,0.006073455,0.002144543,0.009575401,0.0009942253,0.001832008,0.5691913,0.001276558,0.387816],"genre_scores_gemma":[0.03997809,0.00737298,0.007806857,0.001913464,0.0001086794,0.001217857,0.2373154,0.0005943645,0.7036922],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9185997,"threshold_uncertainty_score":0.5906034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1416791785230879,"score_gpt":0.3661283082625095,"score_spread":0.2244491297394217,"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."}}