{"id":"W7133023105","doi":"","title":"IPL working Paper 2023-04","year":2023,"lang":"en","type":"other","venue":"TSpace","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Energy (signal processing); Current (fluid); Work (physics); Government (linguistics)","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":[0.003136249,0.0009055458,0.0007008357,0.002175317,0.002233423,0.01011596,0.002128654,0.003648276,0.2910503],"category_scores_gemma":[0.009070235,0.0004320028,0.0005863776,0.005215081,0.0006867812,0.003531742,0.001906347,0.003001499,0.1412032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01048136,"about_ca_system_score_gemma":0.0149272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1147716,"about_ca_topic_score_gemma":0.08775766,"domain_scores_codex":[0.9981116,0.0002049907,0.00009959625,0.0002822756,0.000954836,0.0003466775],"domain_scores_gemma":[0.9959056,0.0005572016,0.0002377375,0.0005256085,0.002174523,0.0005993593],"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":[0.00004293172,0.000019683,0.0003073893,0.0001213826,0.000006555617,0.00004067431,0.00006591895,0.0001667067,0.0000585599,0.0176974,0.9643772,0.01709557],"study_design_scores_gemma":[0.00001131541,0.000004040347,0.0008035213,0.00008179455,0.000003674626,0.00001133297,0.00007921309,0.00006764143,0.0001069823,0.001857706,0.9969681,0.000004695779],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001385579,0.002491111,0.001684421,0.02948883,0.003970312,0.0002163507,0.1339961,0.001009505,0.8257577],"genre_scores_gemma":[0.01512037,0.002912346,0.001882803,0.00383655,0.0009273769,0.0003918595,0.08976291,0.001132316,0.8840335],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7089497,"threshold_uncertainty_score":0.9736601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.040574284547399,"score_gpt":0.3337619013573014,"score_spread":0.2931876168099024,"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."}}