{"id":"W4411618097","doi":"10.51847/qtquwnbd2d","title":"10.51847/QtquWNBd2D","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Consumption (sociology); Energy consumption; Natural resource economics; Business; Environmental economics; Environmental science; Economics; Engineering; Sociology; Microeconomics; Social science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006884181,0.0009352678,0.0005514853,0.002448291,0.001255587,0.003514416,0.00156375,0.002788816,0.926849],"category_scores_gemma":[0.001457548,0.0005287857,0.0005781441,0.002786388,0.0009403814,0.001812568,0.002218827,0.001060874,0.8959684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002037833,"about_ca_system_score_gemma":0.0006621163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01171685,"about_ca_topic_score_gemma":0.009815446,"domain_scores_codex":[0.9996275,0.00004301779,0.00003241219,0.00009860478,0.0001371241,0.0000613723],"domain_scores_gemma":[0.9990968,0.0001869446,0.0000439275,0.0002003766,0.0003335525,0.0001384382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002674008,0.0001381231,0.001626236,0.000429014,0.00002080847,0.0002528359,0.0001109084,0.001393071,0.00475135,0.01534393,0.3479403,0.6277261],"study_design_scores_gemma":[0.00003726317,0.00002022792,0.000519023,0.00009722613,0.000007240425,0.0001913384,0.00007934102,0.001817773,0.001337789,0.002568754,0.9933088,0.000015226],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002138275,0.0008973941,0.01549805,0.001543594,0.000879933,0.0002200928,0.00463024,0.006577691,0.9676149],"genre_scores_gemma":[0.009725118,0.0003737623,0.005349215,0.0003663982,0.00006543622,0.00007579962,0.002435177,0.001034977,0.9805742],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07315099,"threshold_uncertainty_score":0.1043409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006030592631485998,"score_gpt":0.1877769588905758,"score_spread":0.1817463662590898,"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."}}