{"id":"W4389324455","doi":"10.55016/ojs/ajer.v64i1.56335","title":"Loving Language: Poetry, Curriculum, & Ted T. Aoki","year":2018,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Poetry; Humanities; Curriculum; Scholarship; Sociology; Philosophy; Pedagogy; Linguistics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009226887,0.0001050855,0.0001465776,0.0004762204,0.0004987763,0.0003238544,0.0003964903,0.00005880247,0.08913836],"category_scores_gemma":[0.006734466,0.00008230647,0.00008545841,0.0001895357,0.0004302021,0.0005609327,0.00004400791,0.0005722052,0.002799291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001491919,"about_ca_system_score_gemma":0.0009519702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004917542,"about_ca_topic_score_gemma":0.008385438,"domain_scores_codex":[0.9981943,0.0001821347,0.0004075102,0.0001518661,0.0006919938,0.0003722096],"domain_scores_gemma":[0.9933151,0.004146301,0.0001815563,0.000218319,0.001909298,0.0002294374],"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":[0.0000397974,0.0005649127,0.01944889,0.00004330248,0.00006750573,5.603972e-7,0.4526627,6.321781e-7,0.00008551937,0.02622784,0.4994525,0.001405808],"study_design_scores_gemma":[0.000354399,0.0002622942,0.008375065,0.0002134057,0.00003037281,0.00007913974,0.08685838,0.00002345573,0.0001215868,0.002321048,0.9011648,0.0001959969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9025612,0.000684982,0.000001239747,0.01255658,0.002313296,0.00008399441,0.000003481405,0.00000114293,0.08179402],"genre_scores_gemma":[0.8439925,0.00003297697,0.0001197035,0.0002750632,0.01336283,0.000006978464,0.00003000815,0.00001635619,0.1421636],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4017124,"threshold_uncertainty_score":0.9979771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08952350770393408,"score_gpt":0.4078174648940097,"score_spread":0.3182939571900756,"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."}}