{"id":"W3192884693","doi":"","title":"De Galicia a Canadá: Programa Piale: unha experiencia única para os docentes galegos","year":2021,"lang":"gl","type":"article","venue":"Eduga: revista galega do ensino","topic":"Higher Education Teaching and Evaluation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Political science; Art","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002833419,0.0006350615,0.0008253795,0.000185779,0.001733572,0.002985916,0.0006879995,0.0004629959,0.006106584],"category_scores_gemma":[0.002898226,0.0007003231,0.0004253804,0.001771278,0.000699746,0.0005130567,0.0001310588,0.0008788571,0.0007144237],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001397747,"about_ca_system_score_gemma":0.007556766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0104205,"about_ca_topic_score_gemma":0.001943951,"domain_scores_codex":[0.9915394,0.002794431,0.001142394,0.001293409,0.00159314,0.001637179],"domain_scores_gemma":[0.9957522,0.0004209465,0.0005700492,0.001173631,0.001114125,0.0009690583],"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":[0.000120902,0.002606692,0.08204862,0.0006252166,0.0003906257,0.0003584483,0.269662,0.00004218972,0.003018056,0.06113859,0.5128437,0.06714491],"study_design_scores_gemma":[0.000561018,0.0001116583,0.0187057,0.0006040191,0.0002618158,0.00006181242,0.02553834,0.00008863311,0.0005757228,0.0002041206,0.9523997,0.0008874511],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8996224,0.03556326,0.0003294669,0.01676173,0.005271827,0.001784929,0.0001043805,0.0005037442,0.04005824],"genre_scores_gemma":[0.9674534,0.0009525272,0.00167206,0.001283025,0.003483445,0.0001385451,0.0001472255,0.00009095397,0.02477881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.439556,"threshold_uncertainty_score":0.999566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04343697021533246,"score_gpt":0.37712746468398,"score_spread":0.3336904944686475,"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."}}