{"id":"W1858069335","doi":"10.29173/cmplct8713","title":"School Architecture and Complexity","year":2004,"lang":"en","type":"article","venue":"Complicity An International Journal of Complexity and Education","topic":"Educational Environments and Student Outcomes","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Affect (linguistics); Dance; Space (punctuation); Mathematics education; Architecture; The arts; Drama; Pedagogy; Test (biology); Physical space; Psychology; Sociology; Computer science; Visual arts; Communication; Art","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000919495,0.0002767201,0.0002755451,0.001469486,0.003424823,0.005058236,0.0003615561,0.0008745922,0.006502849],"category_scores_gemma":[0.00319601,0.0001503393,0.0002360984,0.001600828,0.01476995,0.003679787,0.004027261,0.001161746,0.0003012079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004775947,"about_ca_system_score_gemma":0.002014429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005293111,"about_ca_topic_score_gemma":0.007019692,"domain_scores_codex":[0.9987197,0.0006265191,0.00005323274,0.0001915329,0.0002645928,0.0001444979],"domain_scores_gemma":[0.9984505,0.00069618,0.0003007624,0.0001286197,0.0002040377,0.0002198482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009812944,0.00001460726,0.003529959,0.00007684054,0.00001069136,0.00005579632,0.009167748,0.001092721,0.0001245462,0.9655381,0.002083367,0.01829571],"study_design_scores_gemma":[0.000013747,0.00004060167,0.01304909,0.0001637737,0.00001553209,0.0001517887,0.01176712,0.0009781617,0.0001417446,0.7535772,0.2200797,0.00002152646],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2722663,0.01941065,0.02004954,0.03811161,0.0003930887,0.00006239105,0.000138921,0.00009682668,0.6494707],"genre_scores_gemma":[0.9887452,0.002226919,0.001404817,0.0003735397,0.00009329103,0.00002045526,0.00002924936,0.0000114914,0.007095004],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006502849,"threshold_uncertainty_score":0.03465205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07806344370492183,"score_gpt":0.386438682275935,"score_spread":0.3083752385710131,"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."}}