{"id":"W4296643109","doi":"10.1139/facets-2022-0131","title":"Robie W. Macdonald, OC, FRSC (1947–2022)","year":2022,"lang":"en","type":"article","venue":"FACETS","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Fisheries and Oceans Canada","funders":"","keywords":"Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005594176,0.0005748697,0.0003404957,0.001245382,0.001260253,0.001680154,0.0005321294,0.001353315,0.1494624],"category_scores_gemma":[0.002255548,0.0002345071,0.0002967205,0.0008067326,0.0004530619,0.0007859081,0.001158628,0.001678308,0.05942899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00254626,"about_ca_system_score_gemma":0.003526817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04637539,"about_ca_topic_score_gemma":0.08221652,"domain_scores_codex":[0.9995919,0.00002099622,0.0000164521,0.00009892613,0.0001953525,0.00007646847],"domain_scores_gemma":[0.9991222,0.0000448046,0.00005107953,0.00001780115,0.0004076948,0.0003563952],"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":[0.00002580891,0.000008461184,0.000399486,0.00004917889,0.000003396743,0.0001047465,0.00002765764,0.00005221015,0.0001395524,0.001222239,0.928194,0.06977329],"study_design_scores_gemma":[0.000001629313,0.000006300332,0.0005173429,0.00004310265,0.000001474561,0.00007931572,0.00002207472,0.00001683529,0.00009031332,0.000111983,0.9991066,0.000003101427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004861525,0.1254486,0.002184518,0.2284236,0.1561925,0.000175888,0.005463914,0.0006270024,0.4766225],"genre_scores_gemma":[0.008436275,0.017507,0.0004087907,0.007414943,0.00355048,0.0000291569,0.0006022824,0.0001524233,0.9618987],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1494624,"threshold_uncertainty_score":0.5000017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03165241123955086,"score_gpt":0.2273528999008661,"score_spread":0.1957004886613152,"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."}}