{"id":"W3181274891","doi":"10.51891/rease.v7i6.1453","title":"DOCÊNCIA NO ENSINO SUPERIOR: IDENTIDADE E PROFISSÃO DOCENTE NA LICENCIATURA","year":2021,"lang":"pt","type":"article","venue":"Revista Ibero-Americana de Humanidades, Ciências e Educação","topic":"Education and Work Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001985879,0.001453275,0.001978967,0.0005187533,0.002770853,0.003299877,0.001963863,0.0008299398,0.0117326],"category_scores_gemma":[0.002665616,0.001725823,0.001115839,0.004417393,0.001287862,0.0009702496,0.0005368571,0.002299619,0.003383214],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003794066,"about_ca_system_score_gemma":0.01074151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003683558,"about_ca_topic_score_gemma":0.003300556,"domain_scores_codex":[0.9877687,0.002248592,0.002109517,0.002410233,0.002198364,0.003264647],"domain_scores_gemma":[0.9916443,0.0006641059,0.001436509,0.002147169,0.002133866,0.001974075],"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":[0.0001817155,0.004796139,0.06556158,0.001836308,0.001530257,0.0009283199,0.1711848,0.00002548887,0.005344557,0.07612155,0.6439652,0.02852412],"study_design_scores_gemma":[0.000905127,0.0002380364,0.03282722,0.001393166,0.0008125938,0.0001645037,0.101642,0.0002173527,0.000208499,0.0002146139,0.8585956,0.002781344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8757049,0.03099961,0.0003604483,0.01612633,0.01235329,0.002908239,0.0003586896,0.0009123712,0.06027609],"genre_scores_gemma":[0.7844818,0.008622912,0.001698415,0.01137623,0.005884354,0.0001595436,0.0004687916,0.0003951332,0.1869128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2146304,"threshold_uncertainty_score":0.9998217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02898574378287579,"score_gpt":0.3219304807781375,"score_spread":0.2929447369952617,"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."}}