{"id":"W4250326614","doi":"10.1088/1755-1315/551/1/011001","title":"Preface","year":2020,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Globe; Power (physics); China; Kuala lumpur; Library science; Engineering; Telecommunications; Operations research; Political science; Engineering management; Computer science; Business; Psychology; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001550662,0.001049948,0.0009194696,0.00233962,0.002694068,0.006262114,0.002048318,0.002066566,0.640744],"category_scores_gemma":[0.00853829,0.0003847752,0.0008179278,0.002226832,0.0007240422,0.004283225,0.003024079,0.002948549,0.5114976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0020419,"about_ca_system_score_gemma":0.002925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002846598,"about_ca_topic_score_gemma":0.003028225,"domain_scores_codex":[0.9984316,0.0001888358,0.0001277946,0.000307564,0.0007985513,0.0001455706],"domain_scores_gemma":[0.9962311,0.0005244251,0.0001277136,0.0004981146,0.001988883,0.0006298145],"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":[0.00002910254,0.00002671832,0.00009908447,0.0001383457,0.000002647269,0.00006023686,0.0001077882,0.00006182102,0.0001462607,0.005762631,0.9371742,0.05639116],"study_design_scores_gemma":[0.000002588397,0.0000107938,0.0001197627,0.00006935155,0.00000110183,0.00004983761,0.00006500131,0.00002069151,0.00004936929,0.0009768551,0.9986312,0.000003466321],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001099275,0.006601228,0.006198321,0.01770007,0.08245175,0.0005901154,0.009333127,0.002213197,0.873813],"genre_scores_gemma":[0.004085372,0.004113385,0.002658573,0.00410575,0.009051087,0.0002648599,0.008459636,0.0009376666,0.9663236],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.359256,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348907769673727,"score_gpt":0.1879663543995033,"score_spread":0.1744772767027661,"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."}}