{"id":"W4412345203","doi":"","title":"Energy Transition and Sustainability","year":2021,"lang":"en","type":"article","venue":"VBN Forskningsportal (Aalborg Universitet)","topic":"Global Energy and Sustainability Research","field":"Energy","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Energy transition; Energy (signal processing); Transition (genetics); Environmental science; Geography; Chemistry; Ecology; Statistics; Mathematics; Biology","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":[0.0008238437,0.0002949481,0.0002874701,0.0006235077,0.001761628,0.005164376,0.0003734808,0.002308578,0.01728452],"category_scores_gemma":[0.001269219,0.00008267436,0.0002919935,0.0008106295,0.008548222,0.00455955,0.004692797,0.002238995,0.001630051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002122172,"about_ca_system_score_gemma":0.00162779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001673236,"about_ca_topic_score_gemma":0.002244857,"domain_scores_codex":[0.9992304,0.0003006356,0.00002882997,0.00009792214,0.0001396467,0.0002026434],"domain_scores_gemma":[0.9996582,0.000139334,0.00003522286,0.00005626434,0.00004858878,0.00006233415],"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":[0.000005250129,0.00001372542,0.0001907467,0.00005940612,0.000003609896,0.00004910847,0.0009305492,0.0001305885,0.00006096518,0.9581051,0.01577416,0.02467674],"study_design_scores_gemma":[0.000002394306,0.00001528603,0.0005277204,0.0002378014,0.000002122482,0.0001181103,0.00279018,0.00005143565,0.0000886825,0.3955366,0.6006244,0.000005215535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01255093,0.06404831,0.002392597,0.09404944,0.002611825,0.00002496177,0.00009779416,0.00006009022,0.824164],"genre_scores_gemma":[0.8015535,0.05102925,0.001803673,0.01886255,0.002480174,0.00006787376,0.0001745386,0.00009464561,0.1239337],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01728452,"threshold_uncertainty_score":0.05782247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00520342101152992,"score_gpt":0.2154857272688498,"score_spread":0.2102823062573199,"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."}}