{"id":"W2594212927","doi":"10.21226/t2v01g","title":"Poetic Texts in Polish Heritage Language Classes","year":2017,"lang":"en","type":"article","venue":"East/West Journal of Ukrainian Studies","topic":"Language and Culture","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Poetry; Originality; Creativity; Beauty; Sentence; Context (archaeology); Vocabulary; Composition (language); Literature; Theme (computing); Reading (process); Active listening; Linguistics; Art; Sociology; Aesthetics; Psychology; History; Computer science; Philosophy; Communication","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":[],"consensus_categories":[],"category_scores_codex":[0.0008973307,0.000139684,0.0003831287,0.00009136065,0.0007663493,0.0002362286,0.0006052622,0.00008525794,0.0001569241],"category_scores_gemma":[0.001826345,0.00010339,0.0001339497,0.00009791389,0.0005049812,0.0005578654,0.000101127,0.000295793,0.0000339201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009046761,"about_ca_system_score_gemma":0.0001474154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004298931,"about_ca_topic_score_gemma":0.01336569,"domain_scores_codex":[0.9985648,0.0001609964,0.0003416481,0.0001298481,0.0004415039,0.0003611841],"domain_scores_gemma":[0.998862,0.00008404066,0.0004688129,0.0002235085,0.0002250781,0.0001365268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002983971,0.0001035444,0.02587659,0.00002873817,0.0001510475,0.001226622,0.9543346,0.000001335401,0.0002228192,0.0006766094,0.002586186,0.01476203],"study_design_scores_gemma":[0.001269132,0.0001607891,0.1588728,0.000485635,0.00006421731,0.00006199355,0.6962401,3.835094e-7,0.00004755561,0.0005411928,0.1419418,0.0003144176],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9187495,0.01770239,8.806408e-7,0.009389848,0.0008061368,0.0001050232,0.000007454514,0.00001828877,0.05322051],"genre_scores_gemma":[0.9932653,0.001046271,0.0001724042,0.0003466356,0.001541218,0.000002215728,3.099533e-7,0.00001126508,0.003614351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2580945,"threshold_uncertainty_score":0.745837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04863336867798963,"score_gpt":0.3873931489855947,"score_spread":0.3387597803076051,"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."}}