{"id":"W1594110956","doi":"","title":"Procedures for Community Based Parametric Design and Making","year":2014,"lang":"en","type":"article","venue":"A Matter of Design. Making Society through Science and Technology","topic":"Architecture and Computational Design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Process (computing); Component (thermodynamics); Articulation (sociology); Computer science; Scale (ratio); Knowledge management; Engineering management; Engineering; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.02112128,0.001235972,0.0009047635,0.003597986,0.006251749,0.009903261,0.004925728,0.003098937,0.05806469],"category_scores_gemma":[0.03081083,0.001084262,0.002598694,0.002927038,0.009487187,0.007312196,0.0119432,0.003928734,0.01719775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00326501,"about_ca_system_score_gemma":0.007122592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003600839,"about_ca_topic_score_gemma":0.004311774,"domain_scores_codex":[0.9800283,0.009919342,0.001151938,0.002512158,0.00547034,0.0009178866],"domain_scores_gemma":[0.9796116,0.007711827,0.0006241396,0.00811466,0.003125388,0.0008123405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005167048,0.0001008346,0.0002339111,0.0001746419,0.0000220197,0.0001377062,0.002757722,0.004893388,0.001016483,0.8735914,0.01036714,0.1066532],"study_design_scores_gemma":[0.00005582477,0.00008184101,0.0001641764,0.0002261461,0.0000211858,0.000164539,0.00138739,0.01388268,0.001933185,0.6449521,0.3370777,0.00005320146],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001214066,0.000149092,0.9418186,0.0009434459,0.0001883494,0.001214399,0.0001466318,0.001295629,0.05302981],"genre_scores_gemma":[0.03657601,0.0002114965,0.9233929,0.0002447243,0.00008199724,0.002253013,0.0003625505,0.0006096804,0.03626754],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05806469,"threshold_uncertainty_score":0.1942457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02837118454869531,"score_gpt":0.2702253549452786,"score_spread":0.2418541703965833,"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."}}