{"id":"W6999165134","doi":"","title":"Canada and U.K. Announce Finalists for the Power Forward Challenge - Industrial Goods (INDUSGDS) News","year":2019,"lang":"en","type":"other","venue":"","topic":"Global Energy Security and Policy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Power (physics); Production (economics); Quality (philosophy); Product (mathematics)","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001053612,0.000409183,0.0004390372,0.00006426664,0.00008865767,0.00006919266,0.0004373842,0.0008087698,0.001699852],"category_scores_gemma":[0.00009128111,0.0002818877,0.0001092339,0.0001100259,0.00007933315,0.00004315519,0.0001091652,0.0003470902,0.00003744916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001106793,"about_ca_system_score_gemma":0.0008810064,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9929942,"about_ca_topic_score_gemma":0.9973639,"domain_scores_codex":[0.9985047,0.00005329572,0.0002378235,0.0004141499,0.0002910915,0.0004989306],"domain_scores_gemma":[0.9988453,0.000196757,0.0001702965,0.0006089077,0.00003345983,0.0001452189],"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":[0.00002089595,0.00001001032,0.000003218051,0.0000190791,0.0001120197,0.000002446385,0.00003187543,0.00002411894,1.938144e-7,0.3484839,0.648194,0.003098233],"study_design_scores_gemma":[0.0008855075,0.00008748657,0.000008873378,0.00005758208,0.0000544608,0.000005320595,0.00006458526,0.00001749719,0.000002865386,0.000423755,0.9980215,0.0003705829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001856504,0.002033586,0.000008252888,0.005756915,0.001817543,0.0004907145,0.0006934982,0.00007796835,0.989103],"genre_scores_gemma":[0.003859498,0.000604241,0.00004160194,0.003848306,0.002054238,0.0000646007,0.0001180536,0.0002690049,0.9891405],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3498275,"threshold_uncertainty_score":0.9999633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02953725097495881,"score_gpt":0.2500025683944586,"score_spread":0.2204653174194998,"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."}}