{"id":"W7063063475","doi":"","title":"Writing the hyphen : Migratory patterns : a work of fiction, and, “Nothing stands by itself”: code-switching in Americanah 
\\nand Tropical Fish: a critical analysis","year":2021,"lang":"en","type":"dissertation","venue":"UEA Digital Repository (University of East Anglia)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Space (punctuation); Phrase; Function (biology); Component (thermodynamics); Subject (documents)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007799773,0.0001905748,0.0004576954,0.0001935046,0.0002120388,0.0001403873,0.0002524212,0.00008778742,0.0008493661],"category_scores_gemma":[0.00003530533,0.0002069981,0.0002615978,0.0006225713,0.0001157714,0.000114808,0.0001206188,0.0003591927,3.792227e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002376294,"about_ca_system_score_gemma":0.0001302161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003526527,"about_ca_topic_score_gemma":0.001330841,"domain_scores_codex":[0.9985168,0.00008084926,0.0003321785,0.000386901,0.0004514126,0.0002318772],"domain_scores_gemma":[0.9988708,0.0002451579,0.0002567895,0.000263175,0.0002514916,0.0001125295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001629316,0.0002609638,0.956863,0.0001742394,0.0005363424,0.00006239381,0.007335456,0.00001750177,0.0006269063,0.00007229693,0.0009238407,0.03296413],"study_design_scores_gemma":[0.0007443248,0.0001259895,0.7720726,0.0006037922,0.0006847769,0.000001705109,0.2215069,0.001480549,0.0002122506,0.00001386922,0.00213469,0.0004185773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874868,0.0002108382,0.0008496016,0.0002754978,0.00005540114,0.0001499629,0.0001924073,0.000009889909,0.01076964],"genre_scores_gemma":[0.9962602,0.000009126432,0.00002810773,0.000008441107,0.00004154869,0.00000184411,0.0002353344,0.0000116111,0.003403771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2141714,"threshold_uncertainty_score":0.9299963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006172410176225893,"score_gpt":0.2141089213963583,"score_spread":0.2079365112201324,"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."}}