{"id":"W4241441699","doi":"10.4324/9781315210278-1","title":"Canada Beats","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Poetry Analysis and Criticism","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.0000321447,0.0001733802,0.0002285105,0.00003954197,0.0001728986,0.00008739587,0.0001337364,0.00005929844,0.3723382],"category_scores_gemma":[0.000002595237,0.0001358405,0.0001042035,0.000001526025,0.0001446497,0.00003560262,0.00002970088,0.0001101672,0.000904685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005009693,"about_ca_system_score_gemma":0.000233464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5227426,"about_ca_topic_score_gemma":0.9899163,"domain_scores_codex":[0.9993016,0.000002539129,0.000173675,0.0001747074,0.0002081252,0.0001393861],"domain_scores_gemma":[0.9995359,0.00001760323,0.0000491218,0.0002184063,0.0001156728,0.00006336637],"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":[4.360467e-7,0.000001085401,4.68277e-8,0.000004267129,0.0000466165,0.000008581479,0.0001299989,1.171972e-8,5.174624e-8,0.5641325,0.435478,0.0001983839],"study_design_scores_gemma":[0.00002550288,0.00001445432,3.023237e-7,0.00002493829,0.00008585115,9.116444e-7,0.0001079714,0.000002553599,0.000003140497,0.03591741,0.9636228,0.0001941423],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006957117,0.0001992548,0.00000183109,0.0003742389,0.0004784041,0.00003344192,0.0001365905,0.00002481236,0.9987445],"genre_scores_gemma":[0.007818309,0.00001826044,0.00000389215,0.00208001,0.002052505,0.000001200266,0.00005643947,0.00002353182,0.9879459],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5282151,"threshold_uncertainty_score":0.9998732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02906253298765913,"score_gpt":0.1938942215749936,"score_spread":0.1648316885873344,"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."}}