{"id":"W3025810612","doi":"10.3390/en13102426","title":"Application of a GIS-Based Fuzzy Multi-Criteria Evaluation Approach for Wind Farm Site Selection in China","year":2020,"lang":"en","type":"article","venue":"Energies","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Site selection; Wind power; Analytic hierarchy process; Ranking (information retrieval); Fuzzy logic; Geographic information system; Renewable energy; Computer science; Environmental resource management; Beijing; Environmental science; Operations research; Environmental economics; China; Geography; Engineering; Cartography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002958328,0.0009497848,0.0008310961,0.004471291,0.0008609076,0.001458234,0.0008468594,0.0005447169,0.00118895],"category_scores_gemma":[0.003237417,0.0004779873,0.001063433,0.002961513,0.0005676798,0.0009080985,0.0009686952,0.0002962128,0.00008232985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002319872,"about_ca_system_score_gemma":0.003121974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02806153,"about_ca_topic_score_gemma":0.02780943,"domain_scores_codex":[0.9980088,0.0008444563,0.0001690058,0.0001962172,0.0006200155,0.0001615851],"domain_scores_gemma":[0.9989027,0.0004338608,0.0001172827,0.00005520663,0.0004057231,0.00008522288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002577565,0.0002216979,0.03315769,0.0006338118,0.000381281,0.0007797104,0.0008519582,0.724492,0.007717426,0.005992452,0.001286592,0.2242277],"study_design_scores_gemma":[0.00003953296,0.0002142135,0.01161505,0.00003710121,0.00008003085,0.00007763523,0.0006218835,0.981468,0.001828482,0.003019591,0.0009548965,0.00004346979],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6527801,0.0006173049,0.3382706,0.0002904742,0.00004526222,0.0005559806,0.0003543725,0.0002450527,0.006840841],"genre_scores_gemma":[0.9348145,0.0001801646,0.06397716,0.0000184658,0.000007849806,0.0001898579,0.0001327957,0.00001122454,0.0006680833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02806153,"threshold_uncertainty_score":0.05579638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03737363718441361,"score_gpt":0.3343629188989301,"score_spread":0.2969892817145164,"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."}}