{"id":"W4236590677","doi":"10.5070/t881036725","title":"Forward Editor's Note","year":2017,"lang":"en","type":"article","venue":"Journal of Transnational American Studies","topic":"American History and Culture","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"History; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002274878,0.0001213189,0.0003312597,0.0001146786,0.0005944457,0.0001068364,0.0003675601,0.00001697638,0.00004676188],"category_scores_gemma":[0.0002046971,0.00008993994,0.0001854556,0.0000950542,0.0006062588,0.001155357,0.00003823689,0.0001555006,0.00001450391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005255368,"about_ca_system_score_gemma":0.00003470108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001366338,"about_ca_topic_score_gemma":0.00002381834,"domain_scores_codex":[0.9990475,0.000005920905,0.0002862643,0.00009845108,0.0004322256,0.0001296002],"domain_scores_gemma":[0.9979373,0.00004500692,0.001158297,0.0001211572,0.0007247982,0.00001341996],"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":[0.0006156064,0.0003955156,0.01967904,0.0002167748,0.001566586,0.0001370382,0.001689534,0.0007718053,0.0009420551,0.1709246,0.7589429,0.04411851],"study_design_scores_gemma":[0.0004912077,0.0000542323,0.03815962,0.00002370259,0.0001559406,0.00001050747,0.002143646,0.00004324335,0.00001205555,0.003100766,0.955626,0.0001790379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.465627,0.004227446,0.0183391,0.3629622,0.04708022,0.0006559037,0.00004955087,0.0002076924,0.1008509],"genre_scores_gemma":[0.9846135,0.00004402709,0.001047802,0.001638618,0.01234318,0.00000291464,0.000001115001,0.00001077983,0.0002980995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5189865,"threshold_uncertainty_score":0.4572056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02079087665263444,"score_gpt":0.2870826232277596,"score_spread":0.2662917465751252,"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."}}