{"id":"W4389869850","doi":"10.62006/sf.v1i3-4.3162","title":"Ndikimi i gjuhës shqipe mbi të folmet e fshehta në Bullgari","year":2023,"lang":"sq","type":"article","venue":"Studime Filologjike","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Campus Notre-Dame-de-Foy","funders":"","keywords":"Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008328457,0.0007003376,0.000958438,0.000521995,0.002081761,0.0006302241,0.001029949,0.0003450068,0.01255605],"category_scores_gemma":[0.006478504,0.0007010484,0.0005303244,0.0003778644,0.0008875332,0.0002734449,0.001439164,0.0006959795,0.02025617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001711209,"about_ca_system_score_gemma":0.0001565318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00548171,"about_ca_topic_score_gemma":0.004506479,"domain_scores_codex":[0.9957278,0.0002361731,0.0007422388,0.001071374,0.0007913436,0.001431089],"domain_scores_gemma":[0.9962652,0.0003370698,0.0002855039,0.0009450425,0.001865259,0.0003019261],"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":[0.00009997645,0.0004029695,0.01416207,0.0002838974,0.0009210043,0.0005372865,0.04586668,0.000008376768,0.000005698884,0.02544652,0.91176,0.0005055125],"study_design_scores_gemma":[0.002060925,0.0008153621,0.01730901,0.0001735848,0.001121183,0.000002642946,0.06823752,0.0001586806,0.00005913198,0.006266151,0.9022448,0.001550988],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6861205,0.007991405,0.00001838388,0.001357203,0.1346335,0.001577676,0.005069238,0.00179625,0.1614359],"genre_scores_gemma":[0.7918769,0.001543812,0.00006445023,0.001250417,0.03118943,0.0000308038,0.0005937605,0.0001172153,0.1733333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1057563,"threshold_uncertainty_score":0.9995441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04642427618960257,"score_gpt":0.2565337716181404,"score_spread":0.2101094954285378,"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."}}