{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001736647,0.0009535399,0.0005609072,0.001405505,0.001264884,0.003333063,0.0007629865,0.002473643,0.2350556],"category_scores_gemma":[0.003052845,0.0003224826,0.0005883457,0.0006302269,0.0006664853,0.002355594,0.001799069,0.003899595,0.1857051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002126416,"about_ca_system_score_gemma":0.002497758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002619786,"about_ca_topic_score_gemma":0.003878199,"domain_scores_codex":[0.9991741,0.00007393969,0.00003224866,0.0002214404,0.0003609498,0.0001373275],"domain_scores_gemma":[0.9983821,0.0001779974,0.00004475929,0.00009232316,0.0005683618,0.0007345116],"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":[0.00003522576,0.00003688725,0.0000940224,0.0000549359,0.000004762068,0.00003458897,0.00001998791,0.0000680834,0.000233764,0.006897926,0.9366479,0.05587195],"study_design_scores_gemma":[0.000006431008,0.00001373134,0.0002152368,0.0000974647,0.00000283158,0.00005504708,0.00001874831,0.00005302324,0.0001305261,0.002078802,0.9973236,0.000004514086],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008887729,0.04019064,0.002102156,0.07727731,0.1057202,0.00006287441,0.000778358,0.0002937877,0.7726859],"genre_scores_gemma":[0.004132774,0.01540006,0.000940333,0.005566671,0.01403645,0.00003217087,0.000376573,0.0001830966,0.9593319],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2350556,"threshold_uncertainty_score":0.7863393,"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."}}