{"id":"W4284880095","doi":"10.15273/jue.v12i2.11406","title":"Seven Years with the JUE","year":2022,"lang":"en","type":"article","venue":"Journal for Undergraduate Ethnography","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01739614,0.0008231257,0.001017972,0.002014252,0.01323127,0.01739262,0.001776973,0.008371708,0.01935556],"category_scores_gemma":[0.05175808,0.0006405807,0.0008290096,0.001797426,0.006973557,0.01039929,0.01316925,0.02071707,0.008363648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00316322,"about_ca_system_score_gemma":0.01101591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002797038,"about_ca_topic_score_gemma":0.01206397,"domain_scores_codex":[0.9861022,0.004528883,0.0007667012,0.001509012,0.004789137,0.002304074],"domain_scores_gemma":[0.9558605,0.007145837,0.002129485,0.002459964,0.01236826,0.02003588],"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":[0.00005694227,0.00004798647,0.0004835447,0.0002010475,0.0000173633,0.0005548638,0.003445543,0.00002093113,0.0002339454,0.01461955,0.9388087,0.04150954],"study_design_scores_gemma":[0.000002131767,0.00001178253,0.0002267928,0.0001562892,0.000002655067,0.000171842,0.001088467,0.000005850929,0.00004245871,0.0007951172,0.9974893,0.000007331462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001847973,0.05776283,0.0007864904,0.527476,0.392546,0.00002278354,0.00005803529,0.0001052976,0.01939464],"genre_scores_gemma":[0.03863563,0.043134,0.003445646,0.3536723,0.3371996,0.0001325293,0.0002241521,0.0007804912,0.2227757],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01935556,"threshold_uncertainty_score":0.09200066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03885616168523532,"score_gpt":0.2580776915109766,"score_spread":0.2192215298257413,"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."}}