{"id":"W4244075724","doi":"10.2172/986676","title":"10.2172/986676","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Energy Efficiency and Management","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0000916841,0.0001025002,0.00009791895,0.00005509148,0.00006827412,0.00002334068,0.0002004822,0.00003708241,0.9955987],"category_scores_gemma":[0.00001157283,0.00009763815,0.0000437724,0.0001908542,0.00001758437,0.00005246584,0.00003894129,0.00004259777,0.985723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002323345,"about_ca_system_score_gemma":0.000007219993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001830516,"about_ca_topic_score_gemma":0.000001873498,"domain_scores_codex":[0.9992737,0.0000247177,0.0001210298,0.0001939696,0.0001409077,0.0002456447],"domain_scores_gemma":[0.9995803,0.00001796772,0.00001271721,0.0002880561,0.00001454894,0.00008635781],"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":[0.00002836835,0.00005557534,2.256787e-8,0.000002844532,0.0000128881,0.000007564372,0.0000131372,0.02251554,0.00004061551,0.000623049,0.1291673,0.8475331],"study_design_scores_gemma":[0.0001386243,0.00007761961,0.00001639067,0.000006694363,0.000009766832,0.000001296229,8.199224e-7,0.0005522326,0.0001568634,0.00003111352,0.9988714,0.0001371974],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008664934,0.00003214333,0.000003291365,0.0002799578,0.000004458477,0.00006236797,0.000001427591,0.0001912598,0.9985586],"genre_scores_gemma":[0.002057162,5.589396e-7,0.0001271576,0.0002471647,0.00009313542,0.00001962884,0.000009454353,0.00001817836,0.9974276],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8697041,"threshold_uncertainty_score":0.3981568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004358384689323856,"score_gpt":0.1654581778909451,"score_spread":0.1610997932016213,"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."}}