{"id":"W4248003102","doi":"10.32920/ryerson.14657973","title":"From Brown to bright - the development of renewable energy on marginalized land","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Redevelopment; Brownfield; Renewable energy; Context (archaeology); Environmental planning; Business; Typology; Contaminated land; Reuse; Land use; Natural resource economics; Civil engineering; Engineering; Geography; Economics; Waste management","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":[],"consensus_categories":[],"category_scores_codex":[0.002009049,0.0001819659,0.0001944974,0.000895876,0.002168443,0.005018818,0.0007020888,0.000444004,0.005731508],"category_scores_gemma":[0.002400408,0.0001434073,0.0001507272,0.001273948,0.008313455,0.003676687,0.003712031,0.0009475924,0.000609519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003286493,"about_ca_system_score_gemma":0.004724219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01606306,"about_ca_topic_score_gemma":0.058328,"domain_scores_codex":[0.998599,0.0005201814,0.00003444851,0.000117146,0.0004052359,0.0003240435],"domain_scores_gemma":[0.9986225,0.0003847492,0.0002008297,0.0001946504,0.0002551307,0.0003421138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000161384,0.0001280347,0.0426601,0.0007601044,0.00002186008,0.000877031,0.04067129,0.0007252593,0.002710751,0.6714341,0.0168364,0.2230138],"study_design_scores_gemma":[0.00001461285,0.0002203302,0.0782377,0.001568811,0.00001966677,0.0009453623,0.1644008,0.0004923441,0.00240611,0.08847589,0.6631647,0.000053696],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6438216,0.007298974,0.007003792,0.01148705,0.0001850589,0.00008278587,0.0002292504,0.00007839847,0.3298131],"genre_scores_gemma":[0.9862626,0.001836156,0.001351228,0.0007908808,0.00001984044,0.00001969323,0.00004787029,0.00002330134,0.009648371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01606306,"threshold_uncertainty_score":0.03193915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03914156140245818,"score_gpt":0.3061124200414692,"score_spread":0.266970858639011,"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."}}