{"id":"W4320492266","doi":"10.1111/capa.12509","title":"A shift towards collaboration: Examining practitioner's economic development practices in Ontario during the COVID‐19 pandemic","year":2023,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Regional resilience and development","field":"Economics, Econometrics and Finance","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Barrie Urology Group; Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Government (linguistics); Competition (biology); Political science; Economic growth; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Public relations; Medicine; Economics; Virology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001239078,0.0001373043,0.0001706401,0.0005618375,0.0004689915,0.0004597134,0.0002401437,0.0001107515,0.0006672732],"category_scores_gemma":[0.0006780729,0.0001471523,0.00002389166,0.0005250563,0.00005042112,0.0009832293,0.00002759416,0.0001965904,0.0007469452],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004701323,"about_ca_system_score_gemma":0.01555568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09872698,"about_ca_topic_score_gemma":0.9905236,"domain_scores_codex":[0.9984814,0.00003165233,0.000594025,0.000415816,0.00007687876,0.0004002138],"domain_scores_gemma":[0.9987329,0.00009768437,0.0005265069,0.0002171238,0.00002940665,0.0003963972],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001732402,0.00001689747,0.8881513,0.00001537518,0.00002859528,0.00005594951,0.002776407,0.0001316444,0.000002101111,0.105552,0.002923973,0.0003284992],"study_design_scores_gemma":[0.0001801507,0.00001633491,0.4866766,0.000003591189,7.875132e-7,0.00002225676,0.0006828315,0.0000712853,0.000003868042,0.001121681,0.5110848,0.0001358625],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9476863,0.00006688915,0.00005264324,0.03957841,0.0003887481,0.0003352764,0.00003134105,0.00004565912,0.01181478],"genre_scores_gemma":[0.9950741,0.00004709379,0.0001591875,0.0008078268,0.00008883918,0.0002193804,0.0002132091,0.00001230825,0.003378041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8917966,"threshold_uncertainty_score":0.9991195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1555173271713203,"score_gpt":0.3018694822068423,"score_spread":0.146352155035522,"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."}}