{"id":"W7011338408","doi":"","title":"McMaster University’s Institutional Response to New Digital Research Infrastructure Organization (NDRIO): Call for White Papers on Canada’s Future DRI Ecosystem","year":2020,"lang":"en","type":"other","venue":"MacSphere (McMaster University)","topic":"Biomedical and Chemical Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"White paper; White (mutation); Digital ecosystem; Ecosystem; Digital government","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.008907577,0.001485504,0.001379051,0.003580866,0.01517813,0.01440874,0.004229125,0.01620036,0.1171953],"category_scores_gemma":[0.01731043,0.001593286,0.001849874,0.004058771,0.004903039,0.00300066,0.00656867,0.01118197,0.03337278],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09061109,"about_ca_system_score_gemma":0.4669964,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9776903,"about_ca_topic_score_gemma":0.9919505,"domain_scores_codex":[0.9858164,0.0005507662,0.0002958401,0.000521546,0.008934064,0.003881436],"domain_scores_gemma":[0.9581968,0.002250497,0.000470076,0.0008450585,0.01996847,0.018269],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001292861,0.000008073762,0.0001278281,0.00001810324,0.000003041129,0.00002050884,0.00002085875,0.00003275495,0.00004986352,0.001644398,0.9964554,0.001606274],"study_design_scores_gemma":[0.00002434617,0.000008462649,0.001317418,0.00005428892,0.000006443947,0.00001000451,0.0002619163,0.0001255824,0.0001114695,0.0005773134,0.9974679,0.00003499117],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002311813,0.002630421,0.0009229149,0.7288201,0.01768087,0.0005942179,0.02688845,0.002066187,0.2180849],"genre_scores_gemma":[0.008160992,0.001929891,0.003214267,0.1977316,0.000957781,0.0003170619,0.006268113,0.0005823974,0.7808379],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9910924,"threshold_uncertainty_score":0.6574326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0129944381065789,"score_gpt":0.2260612264065081,"score_spread":0.2130667882999291,"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."}}