{"id":"W7050030891","doi":"","title":"Why learn Irish?","year":2018,"lang":"eo","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Relation (database); Identity (music); Language acquisition; Style (visual arts); Experiential learning","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001706603,0.0003204434,0.0002341126,0.0008627697,0.007429344,0.006956841,0.0006233399,0.0009198964,0.01034005],"category_scores_gemma":[0.001849667,0.0001698091,0.00018171,0.000574804,0.005773805,0.003057214,0.003617061,0.002367983,0.001887516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004096759,"about_ca_system_score_gemma":0.002946978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01686614,"about_ca_topic_score_gemma":0.04339432,"domain_scores_codex":[0.9984106,0.0005662722,0.00002994848,0.0002544786,0.0003146569,0.0004239125],"domain_scores_gemma":[0.999141,0.0002074377,0.0001169266,0.00003033168,0.0001845575,0.0003195952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006028434,0.0001202206,0.024025,0.0001541901,0.0000113709,0.001490329,0.6911661,0.00004499751,0.001320205,0.1941339,0.03843873,0.04903461],"study_design_scores_gemma":[0.000005211965,0.00002915947,0.005816985,0.0001324644,0.000003424325,0.0005556379,0.6433529,0.00005671929,0.0004163882,0.006805699,0.3428051,0.00002034987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5608695,0.001495388,0.002759797,0.03703871,0.0007396648,0.0000930643,0.0002261846,0.00005698235,0.3967206],"genre_scores_gemma":[0.8627955,0.001255411,0.001656411,0.005501606,0.00009758551,0.00008206872,0.0001058028,0.00007364195,0.1284319],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01686614,"threshold_uncertainty_score":0.03459096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01077062611144011,"score_gpt":0.2057575789011508,"score_spread":0.1949869527897107,"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."}}