{"id":"W2790177171","doi":"10.20361/g20q2n","title":"The Tongue Twister Tournament by N. Kanellos","year":2018,"lang":"en","type":"article","venue":"The Deakin Review of Children s Literature","topic":"Literacy and Educational Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tongue; Tournament; Shadow (psychology); First language; Tip of the tongue; Computer science; Linguistics; Psychology; Philosophy; Mathematics; Combinatorics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004746801,0.0006002517,0.0003251455,0.0004877062,0.002175117,0.002983289,0.0004722727,0.0007587871,0.05960076],"category_scores_gemma":[0.0009065946,0.0002929678,0.0002490829,0.000588475,0.0009843623,0.002396162,0.001963913,0.002407087,0.02974685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001776699,"about_ca_system_score_gemma":0.001698603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008824179,"about_ca_topic_score_gemma":0.03452404,"domain_scores_codex":[0.9996355,0.00007010503,0.00001253242,0.00008413383,0.0001364972,0.00006135758],"domain_scores_gemma":[0.9997094,0.00003957455,0.00001644376,0.0000122339,0.00009729488,0.0001250686],"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":[0.000009789534,0.000007717234,0.00009904103,0.0000618093,0.000001033612,0.00004036498,0.0004666594,0.00001810516,0.00008394624,0.007672328,0.9649245,0.02661469],"study_design_scores_gemma":[7.882923e-7,0.000003325875,0.0001614644,0.00005410104,3.855373e-7,0.00005141741,0.0003470634,0.000005988944,0.00001745068,0.0003753475,0.9989814,0.000001307407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003427116,0.1114943,0.001396162,0.06360582,0.04422275,0.0000642747,0.0005243277,0.0003723599,0.7748929],"genre_scores_gemma":[0.01722507,0.02308662,0.0007981833,0.005887001,0.002040139,0.00004347182,0.0002518804,0.0002878458,0.9503799],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05960076,"threshold_uncertainty_score":0.1993844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01061340515207076,"score_gpt":0.3400752878884372,"score_spread":0.3294618827363665,"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."}}