{"id":"W4386338166","doi":"10.1515/9781772126174-001","title":"Preface","year":2022,"lang":"en","type":"book-chapter","venue":"University of Alberta Press eBooks","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000446213,0.0001889764,0.0003433274,0.00009469596,0.0003488126,0.00002600087,0.000406343,0.0000858182,0.03664558],"category_scores_gemma":[0.000002920867,0.0002230205,0.0002916344,0.000001134597,0.000367439,0.00006821016,0.0002520554,0.0002577278,0.00004213543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003401337,"about_ca_system_score_gemma":0.0000344381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01750037,"about_ca_topic_score_gemma":0.01164657,"domain_scores_codex":[0.9992218,0.00001880519,0.000139698,0.0002519463,0.0002296792,0.000138057],"domain_scores_gemma":[0.9992616,0.00008437107,0.0001786778,0.000342793,0.0000731246,0.00005949734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002570533,0.00001249153,2.020119e-7,0.00004593042,0.0002618901,0.00001578348,0.01471682,0.000003859741,0.000001541685,0.9730757,0.01131015,0.0005298826],"study_design_scores_gemma":[0.0001622439,0.0000510618,3.36081e-7,0.00004386002,0.0003817046,0.000001041229,0.0005648175,0.00001125868,0.000009741609,0.002701866,0.99584,0.0002320675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005193729,0.0001330997,0.000002547639,0.00004105885,0.0001373601,0.0001053676,0.000123223,0.00002167021,0.9993837],"genre_scores_gemma":[0.006546445,0.00005668431,0.000008639386,0.00003834845,0.00008973516,1.61963e-7,0.00004999898,0.00002201734,0.993188],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9845299,"threshold_uncertainty_score":0.9890422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03395315929463634,"score_gpt":0.1808997778855104,"score_spread":0.146946618590874,"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."}}