{"id":"W3008156814","doi":"10.24933/horizontes.v38i1.906","title":"Capstone courses across disciplines: an exploratory study of a pedagogical genre","year":2020,"lang":"pt","type":"article","venue":"Horizontes","topic":"Discourse Analysis in Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Capstone; Exploratory research; Sociology; Humanities; Pedagogy; Art; Social science; Computer science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003199975,0.0005799137,0.001196856,0.00008410167,0.0008616823,0.0003479343,0.000682709,0.00009607094,0.001488828],"category_scores_gemma":[0.000187325,0.0004593725,0.000319359,0.0002121984,0.0009006134,0.0006320468,0.0005737314,0.0003559016,0.0001189169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003066751,"about_ca_system_score_gemma":0.00007678161,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004212999,"about_ca_topic_score_gemma":0.0222788,"domain_scores_codex":[0.9965527,0.0003082255,0.0009045417,0.0008300159,0.0007870434,0.0006174853],"domain_scores_gemma":[0.998012,0.0001353927,0.0004316034,0.0006573275,0.0004625241,0.000301169],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001812971,0.003313078,0.006343738,0.0001754269,0.001189724,0.0001630979,0.9803391,0.00004949701,0.0001498748,0.00341998,0.003291533,0.001383647],"study_design_scores_gemma":[0.001046113,0.004679465,0.0009720527,0.00008384795,0.0008072396,0.000001190395,0.9875292,0.0001774373,0.0000794138,0.0000302386,0.004056103,0.0005377322],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863352,0.008927489,0.00003047846,0.0006879162,0.0005163423,0.0005447143,0.0005156721,0.0001341062,0.00230813],"genre_scores_gemma":[0.9932206,0.0001769576,0.00001327994,0.0001559562,0.002596573,0.00007181145,0.00004712059,0.00007577573,0.003641977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0218575,"threshold_uncertainty_score":0.9997858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1577239880395,"score_gpt":0.3877213999618956,"score_spread":0.2299974119223957,"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."}}