{"id":"W2922159253","doi":"10.21608/auej.2019.28484","title":"PEDAGOGICAL PRAXIS IN ARCHITECTURE DESIGN STUDIO: (CASE STUDY APPLIED ON SOPHOMORE ARCHITECTURE STUDENT)","year":2019,"lang":"en","type":"article","venue":"Journal of Al-Azhar University Engineering Sector","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Studio; Architecture; Praxis; Design studio; Computer architecture; Computer science; Art; Visual arts; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0006391496,0.0001718028,0.0003125836,0.0003375907,0.0001464889,0.00004068353,0.0004008385,0.00007173648,0.0001951767],"category_scores_gemma":[0.00005099117,0.0001538509,0.0001107884,0.0002802454,0.00003807023,0.00009338371,0.00006707368,0.0005738129,0.00001302094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000423035,"about_ca_system_score_gemma":0.0001233463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001046758,"about_ca_topic_score_gemma":0.0001282467,"domain_scores_codex":[0.9984317,0.0001572188,0.0002219016,0.0002067301,0.0007208244,0.0002615773],"domain_scores_gemma":[0.9991757,0.0003436101,0.0001449089,0.0001450064,0.00003679906,0.0001539503],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0008121807,0.004330329,0.1907805,0.00005041946,0.0008602459,0.006828056,0.3184948,0.4716234,0.0009996077,0.002498717,0.000697832,0.002023868],"study_design_scores_gemma":[0.007302091,0.002312167,0.5533236,0.0001694117,0.000187233,0.0002582634,0.3248092,0.00006448761,0.00003600541,0.00006946934,0.1105465,0.0009215632],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969401,0.00003298333,0.0007559864,0.0006972343,0.0003945362,0.0005315492,0.000003301761,0.00001947289,0.0006247861],"genre_scores_gemma":[0.997873,0.00002594612,0.000950734,0.00009224137,0.0001627254,7.394758e-7,4.830013e-7,0.00001387479,0.0008802505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4715589,"threshold_uncertainty_score":0.6273857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03349222393504754,"score_gpt":0.2998034015319295,"score_spread":0.266311177596882,"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."}}