{"id":"W4411617941","doi":"10.51847/hgpiht8ncn","title":"10.51847/hGPihT8ncN","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Productivity; Economics","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":[0.0001029439,0.0001606576,0.0002091012,0.00007243245,0.00007930618,0.00003984879,0.0002373715,0.00009631459,0.9944178],"category_scores_gemma":[0.00001212206,0.0001387419,0.00007955292,0.0002282347,0.00001936925,0.00007193432,0.00003328481,0.0000571366,0.9843264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003778184,"about_ca_system_score_gemma":0.00002541548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002275672,"about_ca_topic_score_gemma":0.00001265846,"domain_scores_codex":[0.9989498,0.00004712946,0.0002117646,0.0002540499,0.000181055,0.0003562547],"domain_scores_gemma":[0.9993248,0.00002441111,0.00002573285,0.0004003544,0.00002810765,0.0001965818],"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":[0.00003849349,0.00003674819,9.673288e-8,0.000004586488,0.00002973479,0.00001482306,0.00001549793,0.007378856,0.0002896798,0.00008168392,0.07243277,0.919677],"study_design_scores_gemma":[0.0002138075,0.00007542771,0.00001241558,0.00001900039,0.000008462609,0.00001458954,9.430892e-7,0.000227619,0.0001730534,0.00000746864,0.9990393,0.0002079398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0009471345,0.000146206,0.000001776422,0.0001389103,0.00001687328,0.00006640702,0.00000531187,0.0002218599,0.9984555],"genre_scores_gemma":[0.001861588,7.546295e-7,0.00006240048,0.00009882763,0.0003731509,0.00002206471,0.00001478211,0.00003986009,0.9975266],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9266065,"threshold_uncertainty_score":0.5657729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005185555247831604,"score_gpt":0.1704900427961226,"score_spread":0.165304487548291,"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."}}