{"id":"W4417121031","doi":"10.51847/bhkeyar3gz","title":"Navigating Uncertainty: Canada’s COVID-19 Leadership and a New Model of Gathering, Protecting, Challenging, and Integrating","year":2021,"lang":"","type":"article","venue":"Annals of Organizational Culture Leadership and External Engagement Journal","topic":"Education, Leadership, and Health Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Core (optical fiber); Conceptual framework; Conceptual model; Key (lock); Function (biology); Leadership style; Shared leadership","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":[0.004300006,0.0003847301,0.000256822,0.001406911,0.01944824,0.01198754,0.00190142,0.001665679,0.002684476],"category_scores_gemma":[0.004871692,0.0002160788,0.0004164373,0.001461691,0.02143789,0.003089991,0.004716169,0.003609578,0.0002044436],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1086219,"about_ca_system_score_gemma":0.2102164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9592544,"about_ca_topic_score_gemma":0.9856149,"domain_scores_codex":[0.9935915,0.002228289,0.00007135389,0.0003305505,0.001144102,0.002634272],"domain_scores_gemma":[0.9956276,0.00053012,0.0003969531,0.0001483461,0.001091007,0.002205903],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001520253,0.00020847,0.06792554,0.0001422453,0.00005053942,0.0008246659,0.1642773,0.006114681,0.0006158412,0.6536821,0.03988308,0.06612359],"study_design_scores_gemma":[0.0000850485,0.0002733275,0.08300997,0.000940128,0.00008531121,0.0003468761,0.4141662,0.01391891,0.0006814546,0.1936607,0.2925231,0.000308918],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.386446,0.002517699,0.01776293,0.2711849,0.0007888727,0.000193333,0.000264254,0.000102918,0.3207392],"genre_scores_gemma":[0.9905653,0.0004156076,0.001704921,0.002416025,0.00003770634,0.00002520254,0.00003144467,0.00001113328,0.004792769],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9957,"threshold_uncertainty_score":0.7881111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3523449927813364,"score_gpt":0.433567660764188,"score_spread":0.0812226679828516,"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."}}