{"id":"W2948458200","doi":"","title":"John \"drinks\"? Or John is \"a drinker\"?","year":2017,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"American and British Literature Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"History","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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006251247,0.0002099456,0.0003209821,0.0004603368,0.004657663,0.002758838,0.001739247,0.00007876339,0.007193079],"category_scores_gemma":[0.0001068589,0.0001872222,0.0001797438,0.0001698113,0.001562345,0.001055238,0.001103779,0.0006657939,0.0003735976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002181288,"about_ca_system_score_gemma":0.0001085181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00197081,"about_ca_topic_score_gemma":0.001582722,"domain_scores_codex":[0.9973606,0.00003629433,0.0001651025,0.0005742841,0.001148716,0.0007149724],"domain_scores_gemma":[0.9980209,0.00004724393,0.000155325,0.0003913964,0.001111648,0.0002734769],"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":[0.0004190062,0.0004801988,0.03147873,0.0001451378,0.0006439798,0.0006460015,0.1154175,1.441466e-7,0.0001738933,0.1360299,0.7050167,0.009548832],"study_design_scores_gemma":[0.0005393624,0.0002274239,0.006012609,0.00007802648,0.00005121041,0.000005327798,0.06577294,0.00001902781,0.000077356,0.0001332974,0.9268329,0.0002505161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2088012,0.0000465064,0.000003836413,0.005270949,0.0001282106,0.0003365747,0.00004088543,0.0001076671,0.7852642],"genre_scores_gemma":[0.6734049,0.000208206,0.00005422946,0.0002311676,0.0004687723,0.000002372054,0.0000041605,0.00001664632,0.3256095],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4646038,"threshold_uncertainty_score":0.9982764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130079326431218,"score_gpt":0.3627639568947698,"score_spread":0.2326846304635517,"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."}}