{"id":"W6922443404","doi":"10.13025/29630","title":"Ó ‘clábar’ go ‘clobber’ agus an t-athrú cló: forás brí ainmfhocail de bhunús Gaeilge i dTalamh an Éisc le himeacht ama","year":2025,"lang":"ga","type":"other","venue":"ARAN (University of Galway Research Repository) (Ollscoil na Gaillimhe – University of Galway)","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Missiology; Double layered; Term (time)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["sts","research_integrity"],"category_scores_codex":[0.006344185,0.001075533,0.002164971,0.003194479,0.005442439,0.0002659156,0.006790159,0.002546293,0.002201182],"category_scores_gemma":[0.0007313234,0.001479583,0.001160095,0.003901152,0.009187886,0.00187701,0.001565389,0.002751742,0.0001898574],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001867574,"about_ca_system_score_gemma":0.007181643,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.128866,"about_ca_topic_score_gemma":0.02680512,"domain_scores_codex":[0.9852287,0.005870642,0.0008068909,0.002544153,0.003129983,0.002419648],"domain_scores_gemma":[0.9901018,0.001058978,0.001562591,0.003196881,0.002700679,0.001379094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.007662477,0.02418576,0.09047369,0.00721763,0.009460745,0.005152701,0.1899178,0.0004860561,0.05478489,0.2016817,0.2971243,0.1118522],"study_design_scores_gemma":[0.008441105,0.005240289,0.04929078,0.003120501,0.001537175,0.00004572941,0.4776868,0.001233182,0.005580711,0.00545514,0.4384523,0.003916295],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3863591,0.001668413,0.003015113,0.004265212,0.001097709,0.00236226,0.0003957267,0.0006767139,0.6001597],"genre_scores_gemma":[0.5101454,0.005479696,0.01326074,0.00004087084,0.0003387721,0.000001496115,0.0001067618,0.0001757547,0.4704505],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.287769,"threshold_uncertainty_score":0.999549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05420442621717229,"score_gpt":0.3390599564462144,"score_spread":0.2848555302290421,"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."}}