{"id":"W4391373408","doi":"10.51644/9781771122177","title":"Barking & Biting","year":2016,"lang":"en","type":"book","venue":"","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biting; Geography; Computer science; Biology; Ecology","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":["insufficient_payload"],"category_scores_codex":[0.0001352121,0.0002040804,0.0002986871,0.0001237855,0.0002799726,0.0002285798,0.0001693415,0.00009575202,0.1008862],"category_scores_gemma":[0.00001736599,0.0001333874,0.0002480323,0.000005184716,0.0001473676,0.0001014353,0.00005593618,0.0001631918,0.00451727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005103784,"about_ca_system_score_gemma":0.00006434786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002448729,"about_ca_topic_score_gemma":0.00070771,"domain_scores_codex":[0.9990534,0.00001570821,0.0002646854,0.0002370652,0.0001961498,0.0002330293],"domain_scores_gemma":[0.9994138,0.00009714589,0.00009576843,0.0002497487,0.00008808891,0.00005546336],"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":[5.467326e-7,0.000003501137,3.031189e-7,0.00001895239,0.00005343026,0.000003182163,0.0005338956,2.234164e-8,0.000002550953,0.7065511,0.2903186,0.002513826],"study_design_scores_gemma":[0.00004916653,0.000005393183,2.189465e-7,0.000214947,0.00008041584,0.000001209948,0.00009827023,0.000001985191,0.000002120569,0.04508896,0.9542205,0.0002368428],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00000589465,0.0003448414,0.00016456,0.0002644183,0.0004116252,0.00004196129,0.00004468822,0.0001077901,0.9986142],"genre_scores_gemma":[0.002377487,0.00003718608,0.00002174846,0.0006046485,0.004623861,0.000004276094,0.00005772126,0.00003667021,0.9922364],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6639018,"threshold_uncertainty_score":0.9962578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05184010283567607,"score_gpt":0.2389133932430192,"score_spread":0.1870732904073431,"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."}}