{"id":"W3134975596","doi":"","title":"John F. Nye Lecture I","year":2020,"lang":"en","type":"article","venue":"AGU Fall Meeting 2020","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002597671,0.000141645,0.0003301479,0.00004220427,0.0001488918,0.0000965273,0.0002722715,0.00006215156,0.001428345],"category_scores_gemma":[0.0003091161,0.0001599712,0.0001602646,0.0002162918,0.00005640451,0.0001183581,0.0001595841,0.0001312902,0.03035766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003519611,"about_ca_system_score_gemma":0.0000100769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003125685,"about_ca_topic_score_gemma":0.00004294518,"domain_scores_codex":[0.9987553,0.000007913359,0.0003810473,0.0005305523,0.00002931745,0.0002958612],"domain_scores_gemma":[0.9994482,0.0000383332,0.0001837235,0.0001793975,0.00001665519,0.0001337165],"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":[0.00001952165,0.00003024889,0.06776816,0.00004487651,0.0001779096,0.00001849031,0.003694753,0.0004826397,0.00003455979,0.02204579,0.9047801,0.0009029738],"study_design_scores_gemma":[0.0003615291,0.00003679009,0.001499891,0.00001067724,0.000008722791,0.00000127627,0.0003781658,0.001945535,0.00004334366,0.001778343,0.9936537,0.0002819997],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.06252701,0.00377373,0.000436905,0.008281623,0.001986954,0.0001629912,0.000184912,0.0001631065,0.9224828],"genre_scores_gemma":[0.97106,0.0002999875,0.001095241,0.005183098,0.0006391954,0.00001120067,0.00001329784,0.00003087817,0.02166713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.908533,"threshold_uncertainty_score":0.9994845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.035489086835357,"score_gpt":0.1962330308584723,"score_spread":0.1607439440231153,"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."}}