{"id":"W1532465701","doi":"10.7202/1069344ar","title":"POEM: Can You Hear Me Through the White Noise?","year":2020,"lang":"en","type":"article","venue":"First Peoples Child & Family Review An Interdisciplinary Journal Honouring the Voices Perspectives and Knowledges of First Peoples","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poetry; White (mutation); White noise; Noise (video); Psychology; Literature; Art; Psychoanalysis; Computer science; Telecommunications; Artificial intelligence; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0006905943,0.0007263239,0.001418956,0.0001454322,0.002837111,0.0002402306,0.001144518,0.0001391266,0.0002001735],"category_scores_gemma":[0.0004011206,0.0004118115,0.0008642141,0.0006871469,0.0007322226,0.000627677,0.0009998059,0.001277361,0.00003331303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001181099,"about_ca_system_score_gemma":0.0002323943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001188678,"about_ca_topic_score_gemma":0.004496527,"domain_scores_codex":[0.9964972,0.0002814293,0.001135205,0.0008059239,0.0005805931,0.0006996864],"domain_scores_gemma":[0.9970236,0.0004606829,0.000726917,0.0008624271,0.0004447728,0.0004816135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001414365,0.001686655,0.06034904,0.01629816,0.00192102,0.0001199725,0.87997,0.0002224346,0.0001676626,0.001060102,0.03404941,0.002741172],"study_design_scores_gemma":[0.002713791,0.004066682,0.2711822,0.02755981,0.002250036,0.002604221,0.6314968,0.0004748278,0.00006198281,0.0005024854,0.0558597,0.001227394],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4118436,0.3385001,0.0000818325,0.243333,0.0002821136,0.0009932433,0.00006964611,0.00008926147,0.004807197],"genre_scores_gemma":[0.714659,0.2818191,0.0002265372,0.001549914,0.001358654,0.00003499313,0.00001737592,0.00008008309,0.0002543686],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3028153,"threshold_uncertainty_score":0.9998333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103727641684556,"score_gpt":0.2986299801548111,"score_spread":0.2775927037379656,"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."}}