{"id":"W2288316426","doi":"10.5817/cejcs2014-9-13","title":"[Flajšar, Jiří; Flajšarová, Pavlína; Fonfárová, Vladimíra. Chapters in contemporary Canadian literature]","year":2014,"lang":"en","type":"article","venue":"The Central European journal of Canadian studies","topic":"Lexicography and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Remotely operated underwater vehicle; Computer science; Artificial intelligence","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":[0.001333213,0.0003137269,0.0004725885,0.001261583,0.000769773,0.0002672611,0.0005390717,0.00002607328,0.0001047171],"category_scores_gemma":[0.0002330747,0.0002011453,0.0002454029,0.0002985786,0.0006683805,0.0003065256,0.0000420051,0.0005138525,0.00003313136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001855007,"about_ca_system_score_gemma":0.0003112832,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2449673,"about_ca_topic_score_gemma":0.9395158,"domain_scores_codex":[0.9974871,0.0005842128,0.000641294,0.000195156,0.0002448989,0.000847367],"domain_scores_gemma":[0.9983675,0.0001364215,0.0002765875,0.0002481045,0.0003267653,0.0006446139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001221206,0.00004832085,0.005449115,0.0001161257,0.001432271,0.00339784,0.66192,0.00003462915,0.00001462049,0.1182188,0.191468,0.01777813],"study_design_scores_gemma":[0.000770157,0.0002171371,0.01379925,0.0004464005,0.00005597109,0.00005311298,0.0317873,0.000004231154,0.000007467173,0.0004132811,0.9521407,0.0003049799],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.247997,0.06584495,0.000003848648,0.02403338,0.004787715,0.0004514453,0.0001918693,0.00004101271,0.6566488],"genre_scores_gemma":[0.9918285,0.00138964,0.00001810848,0.004006793,0.001615918,0.00000179663,0.00000517287,0.00003857052,0.001095499],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7606727,"threshold_uncertainty_score":0.8202469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05606324364561755,"score_gpt":0.2167257314258329,"score_spread":0.1606624877802153,"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."}}