{"id":"W7002302863","doi":"","title":"Na cineálacha tacaíochtaí a bhíonn ag teastáil ó pháistí le huathachas, dar le múinteoirí, chun ionchuimsitheacht rathúil sa suíomh bunscoile lán-Ghaeilge a chinntiú","year":2024,"lang":"ga","type":"dissertation","venue":"Mary Immaculate Research Repository (Mary Immaculate College)","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Marie curie; Work (physics); Quarter (Canadian coin)","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","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.01142829,0.003046751,0.003838732,0.003436016,0.01128625,0.002483995,0.004275437,0.003196457,0.00136897],"category_scores_gemma":[0.002037387,0.003171298,0.00257175,0.006019496,0.003673709,0.001287726,0.001827421,0.007844873,0.002124217],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003284798,"about_ca_system_score_gemma":0.01808104,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03504815,"about_ca_topic_score_gemma":0.0019129,"domain_scores_codex":[0.9684971,0.008834708,0.004629172,0.005756852,0.006886898,0.005395279],"domain_scores_gemma":[0.9865419,0.001713148,0.001871007,0.003345951,0.00402633,0.002501638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01542397,0.01132653,0.003883898,0.01076427,0.01575857,0.06836843,0.1320182,0.001216963,0.2203643,0.3144372,0.193529,0.01290871],"study_design_scores_gemma":[0.02297453,0.004133572,0.02494874,0.01027787,0.00439739,0.005089717,0.09350447,0.0330913,0.01759226,0.01596558,0.7527884,0.01523614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5936946,0.02083424,0.0001804897,0.006253603,0.02126116,0.009019093,0.001710355,0.001403191,0.3456433],"genre_scores_gemma":[0.6844777,0.001989848,0.000261549,0.0002902246,0.004626199,0.0008493419,0.003534639,0.0006313996,0.303339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5592594,"threshold_uncertainty_score":0.9995439,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03560276439315486,"score_gpt":0.3541121922702868,"score_spread":0.3185094278771319,"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."}}