{"id":"W2492987892","doi":"","title":"Appellate Advocacy: My Latest Take (2016)","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"World Trade Organization Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Government of Canada","funders":"","keywords":"Political science; Public relations; Public administration; Law and economics; Economics","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":[0.001914069,0.0001298101,0.0001396435,0.00009742482,0.0006831231,0.0001012762,0.0004476004,0.00009325482,0.001431087],"category_scores_gemma":[0.0002591575,0.00009229734,0.0000785199,0.0004111387,0.0002197204,0.0003896516,0.00002929823,0.000629781,0.001232108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001216933,"about_ca_system_score_gemma":0.00519406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001532247,"about_ca_topic_score_gemma":0.004071299,"domain_scores_codex":[0.9965845,0.0001955678,0.000252958,0.0001995402,0.000425491,0.002341969],"domain_scores_gemma":[0.999248,0.0000996294,0.0001638013,0.0001614269,0.0001342981,0.0001928519],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001102121,0.00003484096,0.006677925,9.406089e-7,0.00005793506,0.000004174287,0.000874938,0.000001705548,0.0006372744,0.9677319,0.002166964,0.02180041],"study_design_scores_gemma":[0.0008692107,0.00008710293,0.001976454,0.00003307575,0.00002818794,0.00008173287,0.001894697,0.000001041439,0.0002410773,0.1826308,0.8118811,0.0002755326],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2658706,0.005365395,0.01111623,0.5187568,0.002430879,0.0007766519,0.000008711466,0.0008028329,0.1948719],"genre_scores_gemma":[0.9529068,0.00479436,0.00005513366,0.0002011131,0.0008777314,0.000001310248,7.899034e-7,0.00003217531,0.04113062],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8097141,"threshold_uncertainty_score":0.9995456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007036146708108607,"score_gpt":0.2446221884265121,"score_spread":0.2375860417184035,"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."}}