{"id":"W651266341","doi":"10.52305/bgnt6712","title":"Advances in Environmental Research","year":2022,"lang":"en","type":"book","venue":"Advances in environmental research","topic":"Environmental Policies and Emissions","field":"Environmental Science","cited_by":151,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Environmental planning","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":[0.001510049,0.0009756139,0.0008339337,0.002973791,0.0008416979,0.004929345,0.0009775311,0.001449671,0.1043453],"category_scores_gemma":[0.001961278,0.000381277,0.0006379694,0.00489916,0.001356713,0.004763276,0.001868756,0.002853881,0.06399718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001951231,"about_ca_system_score_gemma":0.002232931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003380138,"about_ca_topic_score_gemma":0.009583063,"domain_scores_codex":[0.9990014,0.0001275203,0.00005809998,0.0001263379,0.0006291402,0.00005746945],"domain_scores_gemma":[0.9982792,0.000532367,0.00004637592,0.0002685997,0.0006627563,0.0002106712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001132407,0.00003262852,0.0001248393,0.0005226765,0.000008771702,0.00004278912,0.0001106808,0.0002929163,0.0004991672,0.03484778,0.6350403,0.3284662],"study_design_scores_gemma":[5.660029e-7,0.000002274536,0.00006089345,0.0001086534,0.000001037866,0.00002883497,0.00002031136,0.00001918189,0.00002864621,0.002982684,0.9967455,0.000001387048],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0005056684,0.2876989,0.00488208,0.01736784,0.02294547,0.00004478664,0.0007246502,0.0003962551,0.6654343],"genre_scores_gemma":[0.003798811,0.2019176,0.005693238,0.004597136,0.009153876,0.00003792982,0.0008889744,0.000315219,0.7735974],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1043453,"threshold_uncertainty_score":0.3490697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0350053016213592,"score_gpt":0.3751445113780364,"score_spread":0.3401392097566772,"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."}}