{"id":"W4387021474","doi":"10.1111/1758-5899.13285","title":"Remembering the scholarship of Nathan Sears: A forum <i>in memoriam</i>","year":2023,"lang":"en","type":"article","venue":"Global Policy","topic":"Nuclear Issues and Defense","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Scholarship; Milestone; Government (linguistics); Argument (complex analysis); Management; Sociology; Law; Political science; History; Philosophy; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007846032,0.00005883999,0.0001003728,0.00005151447,0.0001731073,0.00005357908,0.0002932039,0.00006145385,0.00002908859],"category_scores_gemma":[0.0005871984,0.00004729884,0.0000615955,0.001448563,0.0001380127,0.0001140138,0.0001189733,0.00008860252,0.0002570667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001090871,"about_ca_system_score_gemma":0.0001427851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02533765,"about_ca_topic_score_gemma":0.01208429,"domain_scores_codex":[0.998894,0.0001200931,0.0001326567,0.000120899,0.0003218052,0.0004105169],"domain_scores_gemma":[0.9996198,0.00004725697,0.00004064264,0.0001835845,0.00003465611,0.00007400763],"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":[0.00004467664,0.00004585779,0.02740166,0.00002472251,0.00002130373,0.00004000405,0.01401926,0.00009220929,0.0001814877,0.8862811,0.05601,0.01583771],"study_design_scores_gemma":[0.0003492108,0.00003219518,0.03793301,0.00005147728,0.00000628789,0.000002708367,0.01385834,0.00003957233,0.00005391369,0.0902983,0.8572271,0.0001478101],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.740774,0.0001274644,4.710056e-7,0.02116464,0.0004619668,0.0001625105,0.0000191417,0.0001068596,0.237183],"genre_scores_gemma":[0.9978421,0.00009219682,0.00003031045,0.0006760322,0.0006090825,0.000002884839,7.74606e-7,0.000005977332,0.0007406403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8012172,"threshold_uncertainty_score":0.9811527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03648978296546345,"score_gpt":0.3745342407644676,"score_spread":0.3380444577990041,"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."}}