{"id":"W1966240381","doi":"10.1108/17506201211272788","title":"Exploring strategic risk in communities: evidence from a Canadian province","year":2012,"lang":"en","type":"article","venue":"Journal of Enterprising Communities People and Places in the Global Economy","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Public sector; Strategic planning; Business; Risk management; Population; Economic growth; Originality; Boom; Environmental resource management; Marketing; Economics; Finance; Sociology; Qualitative research; Economy","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004072091,0.00009500676,0.0001951673,0.0001828885,0.0005653342,0.0004809698,0.0008320435,0.00005139522,0.0000698546],"category_scores_gemma":[0.0001718948,0.00007978725,0.00004168217,0.0002214842,0.0002398629,0.002125676,0.00007306102,0.0005894081,0.000002339336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004094981,"about_ca_system_score_gemma":0.00106462,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8727729,"about_ca_topic_score_gemma":0.9708639,"domain_scores_codex":[0.997274,0.001737191,0.00036834,0.00003848792,0.0001690362,0.0004129646],"domain_scores_gemma":[0.9973741,0.00197287,0.0002166187,0.0001898421,0.00005112398,0.0001954048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004316089,0.00005261922,0.7684975,0.00001033147,0.0000165369,0.000005381039,0.2244364,0.00006425068,9.591714e-8,0.00605889,0.0000704903,0.0007443564],"study_design_scores_gemma":[0.0003098876,0.00008407883,0.09235004,0.0004487565,0.00001094901,0.00002546065,0.8875749,0.0002176086,0.000001015899,0.006927581,0.01191429,0.0001354578],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590508,0.001292372,0.00001226063,0.002376361,0.0001477487,0.0001005346,0.00003277304,0.000003504172,0.03698368],"genre_scores_gemma":[0.9960593,0.00334355,0.00006641254,0.0003387436,0.0001686045,0.000006895944,0.000002789133,0.000002893109,0.00001082886],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6761474,"threshold_uncertainty_score":0.4638003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.187243711200798,"score_gpt":0.3653311591100902,"score_spread":0.1780874479092922,"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."}}