{"id":"W7042792623","doi":"","title":"Poutokomanawa: The heartpost","year":2017,"lang":"en","type":"other","venue":"Massey Research Online (Massey University)","topic":"Educational Reforms and Innovations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ethnic group; Poetry; State (computer science); Nation state; Canadian literature; Literary criticism; Period (music); Creative writing","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":[0.0006498036,0.0002303417,0.0002113012,0.0004940707,0.001043158,0.0001453771,0.00174323,0.0002539286,0.01332811],"category_scores_gemma":[0.0002409841,0.000169489,0.0001084695,0.0009355773,0.0009350961,0.0002586762,0.001035757,0.0009533943,0.002039035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005325224,"about_ca_system_score_gemma":0.0002854573,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007233185,"about_ca_topic_score_gemma":0.0147653,"domain_scores_codex":[0.9975786,0.0001692208,0.0001253066,0.0005138728,0.001012767,0.0006002858],"domain_scores_gemma":[0.9982751,0.0001344394,0.0001612489,0.001166025,0.00007667566,0.0001864874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006810744,0.000154618,0.003302596,0.00001214015,0.00004166229,0.00003583763,0.00002927433,0.000003462093,0.00006791306,0.008977434,0.9847861,0.002582172],"study_design_scores_gemma":[0.0001695156,0.00004876943,0.01069668,0.00006731559,0.00001266773,0.00000357311,0.0003180507,0.00003300081,0.000004507455,0.000328936,0.9881187,0.0001982887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008847882,0.00006902756,0.00004763782,0.009730408,0.0002252458,0.0004510691,0.0001826266,0.00008349646,0.9883257],"genre_scores_gemma":[0.00118607,0.0004682034,0.0007800782,0.0001321358,0.0004265215,0.000003297095,0.0002277826,0.0001368617,0.9966391],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01128907,"threshold_uncertainty_score":0.9993777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07794743226665439,"score_gpt":0.3562198212618851,"score_spread":0.2782723889952307,"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."}}