{"id":"W4385397457","doi":"10.18733/cpi29698","title":"The Unheard Voices, the Unheard Struggle: Una fuerza poderosa que lucha por expresarse","year":2023,"lang":"gl","type":"article","venue":"Cultural and Pedagogical Inquiry","topic":"Education in Rural Contexts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Humanities; Art; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001579114,0.0004863024,0.0004250094,0.00004710948,0.004820943,0.001296604,0.001120375,0.0004451281,0.0009325852],"category_scores_gemma":[0.0008799745,0.0002338103,0.0002867561,0.001109773,0.003881721,0.000579729,0.0004792384,0.0009586267,0.001425366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001085505,"about_ca_system_score_gemma":0.0002991602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001753965,"about_ca_topic_score_gemma":0.001093036,"domain_scores_codex":[0.9951265,0.001216231,0.0007012043,0.0007632331,0.00101016,0.001182699],"domain_scores_gemma":[0.9965788,0.001669237,0.000292841,0.000546435,0.0003772119,0.00053545],"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":[0.0001702819,0.0001357871,0.002504196,0.0001045021,0.0001935883,0.00003403426,0.3068518,0.00002116851,0.001297044,0.09369368,0.5626364,0.03235748],"study_design_scores_gemma":[0.0002827824,0.0001145118,0.01551651,0.0001127425,0.00005047355,0.00001258969,0.2969847,0.00006092817,0.00005948171,0.005273071,0.6811077,0.0004244701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8742022,0.01106864,0.000003907629,0.1021296,0.005202127,0.0008642034,0.00008379322,0.0002818838,0.006163638],"genre_scores_gemma":[0.8812642,0.01194068,0.00001766893,0.001695929,0.005254102,0.0001138219,0.00006753503,0.0000282558,0.09961779],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1184713,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6055088975802635,"score_gpt":0.5160943949998489,"score_spread":0.08941450258041461,"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."}}