{"id":"W2289523685","doi":"10.15353/pced.v8i0.39","title":"On the implementation of sustainability: The role of the economic development officer","year":2014,"lang":"en","type":"article","venue":"Papers in Canadian Economic Development","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Officer; General partnership; Sustainable development; Sustainability; Equity (law); Business; Work (physics); Community development; Economic growth; Political science; Public relations; Economics; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001148034,0.0002118127,0.0001925088,0.00008761248,0.0003084905,0.0000217655,0.0006978899,0.00005874667,0.004354967],"category_scores_gemma":[0.00003740559,0.0001351093,0.00005950617,0.0001065845,0.0003087542,0.00006891807,0.0002420612,0.0001277188,0.0002305509],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0093917,"about_ca_system_score_gemma":0.001509789,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1230362,"about_ca_topic_score_gemma":0.5433409,"domain_scores_codex":[0.9982138,0.0001081218,0.0006075974,0.0003196042,0.00016714,0.0005837649],"domain_scores_gemma":[0.9990503,0.0001607806,0.0002178896,0.000432555,0.000004226535,0.000134253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002394284,0.00003565837,0.7545471,0.00002355726,0.00008451947,6.939441e-7,0.01400154,0.01034066,0.0001218392,0.01002431,0.001881651,0.2089146],"study_design_scores_gemma":[0.0002365048,0.00001292693,0.6671371,0.00000872934,0.000004834238,9.678512e-7,0.007337328,0.0001415379,0.004563931,0.001305679,0.319062,0.0001884013],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9462236,0.000008874804,7.236609e-7,0.001652965,0.0001385339,0.0006729132,0.000005490659,0.000004460494,0.05129245],"genre_scores_gemma":[0.9982162,0.000005675115,0.0001061413,0.0007506966,0.0000140028,0.0001413883,0.000006500748,0.00001838743,0.0007410568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4203047,"threshold_uncertainty_score":0.9965552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003437917947194177,"score_gpt":0.1928326554590757,"score_spread":0.1893947375118815,"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."}}