{"id":"W4256126284","doi":"10.1632/pmla.2017.132.2.478","title":"In Memoriam","year":2017,"lang":"en","type":"article","venue":"PMLA/Publications of the Modern Language Association of America","topic":"Nutrition, Health, and Society Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Memorial University of Newfoundland","funders":"","keywords":"Action (physics); Content (measure theory); Computer science; Psychology; Mathematics; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0002974765,0.00006322885,0.0001762184,0.00001262904,0.0003649804,0.00002975051,0.0005212423,0.00006025913,0.00006186269],"category_scores_gemma":[0.0008617616,0.00002741728,0.000115452,0.0002005816,0.00008686683,0.0001831889,0.00009635383,0.0000835458,0.000003812544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007733022,"about_ca_system_score_gemma":0.00001738057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002253916,"about_ca_topic_score_gemma":0.000958237,"domain_scores_codex":[0.9991631,0.00007596468,0.0002458876,0.000125167,0.000245457,0.0001444623],"domain_scores_gemma":[0.9986408,0.0002138414,0.0007098711,0.000200727,0.0002094341,0.0000252881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003075037,0.00128776,0.748739,0.00007681156,0.0001867266,2.842162e-7,0.01505806,0.00004013439,0.06809238,0.001750671,0.1264476,0.03828974],"study_design_scores_gemma":[0.0002043601,0.00003026405,0.9787067,0.00001704473,0.00001410126,2.268158e-7,0.001126218,0.00020725,0.0009127705,0.002771041,0.01592661,0.00008340891],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8771679,0.0002618454,0.00002395412,0.1165761,0.0002828439,0.0002816832,0.0001579074,0.00002740515,0.005220274],"genre_scores_gemma":[0.9964254,0.0002102644,0.000269624,0.0003157953,0.0001700621,0.00002390528,0.00001573958,8.52766e-7,0.002568363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2299677,"threshold_uncertainty_score":0.3407261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01363429848618623,"score_gpt":0.2671731883857057,"score_spread":0.2535388898995194,"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."}}