{"id":"W4366809650","doi":"10.1353/rss.2016.0010","title":"Russell Needed to Write","year":2016,"lang":"en","type":"article","venue":"Russell the Journal of Bertrand Russell Studies","topic":"Philosophy, Science, and History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Griffin; Classics; Politics; Philosophy; Art history; History; Law; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00144847,0.0003444971,0.0006567918,0.0003135466,0.001149178,0.0001044564,0.0007870151,0.00004686179,0.0005355942],"category_scores_gemma":[0.0001085374,0.0001536156,0.0003188335,0.0001509034,0.001015972,0.0004760142,0.00008846539,0.0002583365,0.0004406578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001180964,"about_ca_system_score_gemma":0.00008647073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001050516,"about_ca_topic_score_gemma":0.000488875,"domain_scores_codex":[0.9976025,0.0001714334,0.0008267294,0.0002300656,0.0006479172,0.0005214099],"domain_scores_gemma":[0.9978051,0.0006808704,0.0004360297,0.0003598004,0.0004774672,0.0002407775],"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":[0.001486058,0.0005678419,0.0001269942,0.0001662812,0.001489876,0.00009303074,0.3313293,0.00004866529,0.02015064,0.1020303,0.531357,0.01115401],"study_design_scores_gemma":[0.001165781,0.0005626931,0.0001047231,0.0003051169,0.0003076867,0.00006943679,0.01318662,0.000002157748,0.002428176,0.01122212,0.9702532,0.0003922767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6737395,0.03964591,0.0003365614,0.07246424,0.009579503,0.0007883931,0.00006801036,0.0001435083,0.2032344],"genre_scores_gemma":[0.9671377,0.007581182,0.00008045544,0.002205108,0.00262232,0.000005134695,2.612872e-7,0.00003590471,0.02033194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4388961,"threshold_uncertainty_score":0.8838661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04883015453988989,"score_gpt":0.2569977977348494,"score_spread":0.2081676431949595,"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."}}