{"id":"W6890323143","doi":"10.34944/dspace/649","title":"Composition, Rhetoric, and Literacies in Architecture Studio Classes","year":2009,"lang":"en","type":"other","venue":"TUScholarShare (Temple University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rhetorical question; Studio; Discipline; Architecture; Identity (music); Literacy; Transformative learning","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001776655,0.0006674915,0.0007734956,0.004402031,0.0002279329,0.0001955639,0.000645946,0.0005282639,0.001387738],"category_scores_gemma":[0.00005453538,0.0007746356,0.0001361909,0.002009976,0.0001605158,0.0004738636,0.000304132,0.001136072,0.000647135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005019668,"about_ca_system_score_gemma":0.0001199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001690067,"about_ca_topic_score_gemma":0.001395748,"domain_scores_codex":[0.9973615,0.0004081322,0.0002505295,0.0009285688,0.0004465496,0.0006047466],"domain_scores_gemma":[0.9985871,0.0001024248,0.0003193113,0.000621088,0.0001270489,0.0002429923],"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":[0.0004512495,0.0008089662,0.01739576,0.0007683899,0.0006337828,0.003225586,0.002772258,0.00004230957,0.002037521,0.01173698,0.9554459,0.004681329],"study_design_scores_gemma":[0.001430751,0.00009221098,0.01033583,0.001020261,0.0001016303,0.00003703808,0.0001889581,0.000001463722,0.00002580547,0.0001267793,0.9858744,0.0007649414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01555435,0.005023004,0.00006262531,0.0002269583,0.0002304738,0.001345125,0.004464024,0.001437918,0.9716555],"genre_scores_gemma":[0.01485798,0.0006980152,0.002022716,0.0002168548,0.0003918274,0.000003263265,0.001761778,0.001072924,0.9789746],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03042846,"threshold_uncertainty_score":0.9995251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01779258340083494,"score_gpt":0.2395612807631614,"score_spread":0.2217686973623264,"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."}}