{"id":"W2116255766","doi":"10.5618/arch.2012.v1.n2.7","title":"Transparency and Context: the Design Process of Hans Verplancke","year":2012,"lang":"en","type":"article","venue":"Architectoni ca","topic":"Architecture, Modernity, and Design","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Context (archaeology); Process management; Accounting; Business; Computer science; Geography; Computer security; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"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":[0.004994013,0.0004956141,0.0001997998,0.0007200876,0.003673039,0.005823453,0.0005897456,0.0009268651,0.002941577],"category_scores_gemma":[0.0072371,0.0004550187,0.0001480032,0.0006506122,0.01013923,0.006055366,0.005446533,0.002308074,0.0004611151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002963923,"about_ca_system_score_gemma":0.003034097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006126308,"about_ca_topic_score_gemma":0.008878397,"domain_scores_codex":[0.9915563,0.006576031,0.0001237736,0.0004563742,0.0009829858,0.0003045482],"domain_scores_gemma":[0.9978879,0.001516593,0.000115676,0.0001572796,0.0001570235,0.0001655551],"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":[0.00006268676,0.00005429823,0.0009010652,0.000140574,0.000006760215,0.001624197,0.2570732,0.002277998,0.004022563,0.6485047,0.006200401,0.07913159],"study_design_scores_gemma":[0.00003264619,0.0001170216,0.001394823,0.0005646383,0.00001818428,0.001181036,0.1139994,0.004041317,0.005969938,0.2059578,0.6666083,0.0001149353],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2959536,0.0141548,0.226213,0.02817271,0.00142744,0.0005333791,0.00005258404,0.0005322709,0.4329602],"genre_scores_gemma":[0.909525,0.002398719,0.04156508,0.000839934,0.0000578588,0.0001597508,0.00002215235,0.0001449716,0.04528647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006126308,"threshold_uncertainty_score":0.02641124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197110595588832,"score_gpt":0.2322381072924962,"score_spread":0.2102670013366078,"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."}}