{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01121606,0.000231189,0.00036165,0.0002438065,0.006289972,0.001096522,0.001374893,0.0003492319,0.04323074],"category_scores_gemma":[0.03872773,0.0002713022,0.0001185152,0.0009937012,0.0006011388,0.0002081297,0.001084141,0.001070289,0.0005249289],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01110261,"about_ca_system_score_gemma":0.007400429,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6135057,"about_ca_topic_score_gemma":0.07107718,"domain_scores_codex":[0.9898321,0.002866429,0.0006532054,0.000831041,0.004897602,0.000919593],"domain_scores_gemma":[0.9834682,0.0001818159,0.0002502584,0.0007235957,0.01473731,0.0006388529],"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":[0.00001626457,0.00005963437,0.00001039158,0.0002737375,0.0000534409,0.0005684745,0.001912213,0.000003920451,0.000004203333,0.004739537,0.9672442,0.02511398],"study_design_scores_gemma":[0.0001110248,0.00003605301,0.0004289331,0.0000532831,0.000008353168,0.000200571,0.006259304,0.000005332964,0.000003329897,0.0004050927,0.99223,0.0002586976],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006373196,0.0003310541,0.0001508822,0.008698909,0.0006680308,0.0007803845,0.001269998,0.0004729125,0.9869905],"genre_scores_gemma":[0.2899584,0.003403508,0.0002799637,0.001249268,0.00468595,8.25138e-7,0.04652127,0.004721149,0.6491796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5424286,"threshold_uncertainty_score":0.9999739,"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."}}