{"id":"W7001671376","doi":"","title":"The Languages Acts in the Republic of Ireland and Canada: lessons to be learnt by Northern Ireland","year":2013,"lang":"en","type":"article","venue":"Nottingham Trent University's Institutional Repository (Nottingham Trent Repository)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"The Republic; Northern ireland; Irish; Estonian","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":[],"consensus_categories":[],"category_scores_codex":[0.0003438109,0.0002985835,0.0002686358,0.0001346652,0.001004876,0.0001535756,0.0006317218,0.0001605245,0.000003999316],"category_scores_gemma":[0.0002282142,0.0002242463,0.0001420854,0.0002756475,0.0003476018,0.00004071892,0.000282604,0.0002921496,9.687345e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639961,"about_ca_system_score_gemma":0.0005756998,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1164023,"about_ca_topic_score_gemma":0.1164667,"domain_scores_codex":[0.9976857,0.0002825692,0.0004635817,0.0006092025,0.0005698347,0.0003891468],"domain_scores_gemma":[0.9984068,0.0001731867,0.0003412575,0.0006505039,0.0002645593,0.0001636817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003574614,0.0008813178,0.2691865,0.0001198927,0.0007273727,0.0006102945,0.002149968,0.0008036952,0.625074,0.001222632,0.08713131,0.01173563],"study_design_scores_gemma":[0.001561405,0.0005011747,0.1142286,0.0001924243,0.0002647229,0.0003587839,0.005525867,0.0002547687,0.2432814,0.00001176366,0.6328667,0.0009523727],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9823348,0.000650313,0.0001026288,0.001915117,0.0001111731,0.0003797871,0.00001050039,0.0000290511,0.01446664],"genre_scores_gemma":[0.9924551,0.0001005767,0.0001303763,0.0001805846,0.0001291925,0.0000179735,0.00007075429,0.00001713278,0.006898348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5457354,"threshold_uncertainty_score":0.9144498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005146904345259344,"score_gpt":0.2098295359405059,"score_spread":0.2046826315952465,"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."}}