{"id":"W4246554472","doi":"10.1088/1755-1315/463/1/011001","title":"Preface","year":2020,"lang":"en","type":"article","venue":"IOP Conference Series Earth and Environmental Science","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Library science; Beijing; Geography; Political science; Excellence; Archaeology","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":[0.001070046,0.001068294,0.0007223936,0.001912802,0.003019252,0.005294941,0.001470877,0.001570095,0.7269561],"category_scores_gemma":[0.00510113,0.0003961444,0.0005827039,0.00222671,0.0006021988,0.003636683,0.002586691,0.002931559,0.5685419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001868667,"about_ca_system_score_gemma":0.00305617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005896237,"about_ca_topic_score_gemma":0.007176634,"domain_scores_codex":[0.9991905,0.0001064235,0.00006279317,0.0001606213,0.0003545851,0.0001250682],"domain_scores_gemma":[0.997079,0.0003149417,0.0001213083,0.0002617033,0.001544821,0.0006781384],"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":[0.00003448891,0.00001645562,0.0001244044,0.000127817,0.00000156207,0.00005335099,0.00008155919,0.00004479756,0.00009657253,0.001931979,0.9680963,0.02939068],"study_design_scores_gemma":[0.000003162665,0.000008741589,0.000253322,0.00008633589,8.712861e-7,0.00004918478,0.0001242091,0.00001439163,0.00004807503,0.0005444814,0.9988633,0.000003983848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001325235,0.004962896,0.002732668,0.01194106,0.05727247,0.0006638778,0.02294058,0.001928154,0.896233],"genre_scores_gemma":[0.003589935,0.002401003,0.0008384387,0.002228859,0.004059963,0.0002135033,0.01220495,0.0007054805,0.9737578],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.7269561,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01551354704606926,"score_gpt":0.203284040066337,"score_spread":0.1877704930202677,"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."}}