{"id":"W4313450390","doi":"10.29173/isotl607","title":"Learning about our Disciplinary Reading through Interdisciplinary Conversations","year":2022,"lang":"en","type":"article","venue":"Imagining SoTL","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"Mount Royal University","keywords":"Dialogic; Scholarship; Discipline; Reading (process); Framing (construction); Pedagogy; Set (abstract data type); Sociology; Psychology; Computer science; Political science; Engineering; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.03143306,0.001025057,0.0009989572,0.003096408,0.03970043,0.02816143,0.003161245,0.006589744,0.004804071],"category_scores_gemma":[0.04407299,0.000762044,0.0008902776,0.002124168,0.06901348,0.02622747,0.02408777,0.02055771,0.00145935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005491993,"about_ca_system_score_gemma":0.006289255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002409694,"about_ca_topic_score_gemma":0.003610921,"domain_scores_codex":[0.9418312,0.05079514,0.0005491885,0.001914996,0.002789786,0.002119707],"domain_scores_gemma":[0.9513937,0.02973075,0.003397835,0.003199044,0.003434168,0.008844425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009802171,0.00004641472,0.000682005,0.00004008486,0.000006389432,0.0003712103,0.9488635,0.00005763215,0.0003913494,0.04213685,0.002186683,0.005208129],"study_design_scores_gemma":[0.00001160837,0.00003803306,0.0004244135,0.0002100158,0.00000930487,0.000283506,0.8811772,0.0001593037,0.0005199215,0.04107166,0.07605755,0.00003741768],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4918714,0.00537783,0.0579688,0.1749482,0.002663664,0.0002830062,0.00007538807,0.0005827462,0.2662291],"genre_scores_gemma":[0.9619254,0.001599856,0.01007454,0.009123798,0.0003417647,0.0002035906,0.00003553053,0.0001892735,0.01650635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03970043,"threshold_uncertainty_score":0.1662359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03816651728952695,"score_gpt":0.3939035090093798,"score_spread":0.3557369917198528,"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."}}