{"id":"W4224049308","doi":"10.26522/tg.v7i1.3912","title":"Foreword","year":2022,"lang":"en","type":"article","venue":"the general brock university Undergraduate journal of history","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Philosophy","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":[0.0002775687,0.00017444,0.000270033,0.0004447704,0.0008240354,0.000006156717,0.001229382,0.00003007754,0.0003787968],"category_scores_gemma":[0.00002286062,0.0001547481,0.0003664237,0.0003559834,0.0001974999,0.0003073693,0.0004088904,0.0008262508,0.0001036323],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005869252,"about_ca_system_score_gemma":0.0005488074,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001039135,"about_ca_topic_score_gemma":0.00007351935,"domain_scores_codex":[0.997687,0.0007278663,0.0002930155,0.000155382,0.0008208813,0.0003158795],"domain_scores_gemma":[0.9984877,0.00007941782,0.0007521337,0.000326777,0.0001951348,0.0001589042],"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":[0.0007302308,0.0001309586,0.0001902527,0.000004574326,0.0001826842,0.0003325755,0.0004472173,0.01329111,0.03631407,0.003411405,0.9447127,0.0002522383],"study_design_scores_gemma":[0.001278065,0.0003356818,0.0006129464,0.000004952026,0.0001874209,0.001025831,0.001781334,0.0001952197,0.00006731057,0.002038123,0.9922724,0.0002006518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9780372,0.003625983,0.001773267,0.003559736,0.003165867,0.0002245156,0.00008474463,0.0001086,0.009420114],"genre_scores_gemma":[0.7925658,0.0001030807,0.0008573289,0.000676624,0.0003072484,2.721981e-7,0.00000586437,0.00006206078,0.2054217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1960016,"threshold_uncertainty_score":0.997947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02028946233983992,"score_gpt":0.1979118251339803,"score_spread":0.1776223627941404,"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."}}