{"id":"W3187439508","doi":"10.1177/25148486211024909","title":"Energy transition, rural transformation and local land-use planning: Insights from Ontario, Canada","year":2021,"lang":"en","type":"article","venue":"Environment and Planning E Nature and Space","topic":"Rural development and sustainability","field":"Agricultural and Biological Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Renewable energy; Energy transition; Amenity; Land use; Land-use planning; Environmental planning; Geography; Rural area; Environmental resource management; Natural resource economics; Business; Economic growth; Political science; Economics; Civil engineering; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008699682,0.0002436973,0.0003135567,0.001355009,0.01803854,0.00369502,0.001187168,0.0005400435,0.004866777],"category_scores_gemma":[0.001958237,0.0002341224,0.0002286688,0.005809308,0.003781247,0.001167759,0.001952766,0.0009385407,0.0002447358],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1568201,"about_ca_system_score_gemma":0.1528601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9985901,"about_ca_topic_score_gemma":0.9996966,"domain_scores_codex":[0.9991015,0.0001455623,0.00003044112,0.00009053215,0.0002716735,0.0003602843],"domain_scores_gemma":[0.9983186,0.0003620507,0.0001216447,0.00005018419,0.0007217525,0.0004258068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001418406,0.0001264224,0.113117,0.0005657599,0.00003907352,0.003713174,0.783716,0.001545929,0.002064201,0.02389395,0.02178371,0.04929295],"study_design_scores_gemma":[0.000009516099,0.00002573761,0.1122506,0.0002345128,0.00002269444,0.0001502563,0.781042,0.0006032981,0.0002460193,0.0009116213,0.1044599,0.00004381645],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9205053,0.001841691,0.0005064913,0.005680234,0.00003504234,0.0001355634,0.001213127,0.00002246347,0.07006013],"genre_scores_gemma":[0.9807225,0.001775887,0.0006017994,0.0004522134,0.000004778845,0.00004019448,0.0004220736,0.00002582643,0.01595469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1568201,"threshold_uncertainty_score":0.9779692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004729721622604823,"score_gpt":0.1605336549927094,"score_spread":0.1558039333701046,"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."}}