{"id":"W6992569771","doi":"","title":"Learning from Bruce Beach: establishing an ordered base for the collective weaving of ornament","year":2021,"lang":"en","type":"dissertation","venue":"Lu Zone Ul (Laurentian University)","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Weaving; Encyclopedia; sort; Architecture; Base (topology); Social relationship","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0003231958,0.000203699,0.0003285932,0.0001734847,0.001321939,0.0001934754,0.0005915234,0.0002633752,0.00021156],"category_scores_gemma":[0.0004931904,0.0002198905,0.0001836831,0.0007822117,0.00008369645,0.0003711907,0.00004157754,0.0004612456,0.000001295338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003418763,"about_ca_system_score_gemma":0.0009488646,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02354872,"about_ca_topic_score_gemma":0.2399491,"domain_scores_codex":[0.9982187,0.0003319563,0.0001881196,0.0004690709,0.000467557,0.0003246499],"domain_scores_gemma":[0.9980832,0.0006673714,0.0005336368,0.0002411666,0.0003640582,0.0001105101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001659118,0.0006204261,0.01563224,0.0003374438,0.00200241,0.0002398168,0.9049532,0.002842381,0.002621588,0.01143357,0.03059071,0.02706709],"study_design_scores_gemma":[0.001046845,0.000151776,0.003821583,0.0007278406,0.0007268832,3.250951e-7,0.7540017,0.0006393885,0.0007310933,0.0001208455,0.2374969,0.0005347691],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9346379,0.003934439,0.009105743,0.0006443794,0.003847649,0.00152998,0.0005643929,0.0002481786,0.04548733],"genre_scores_gemma":[0.6468656,0.000262132,0.001064568,0.00002952534,0.0003822488,0.000004480718,0.002381543,0.00004710479,0.3489628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3034754,"threshold_uncertainty_score":0.9999782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01878859956167771,"score_gpt":0.2395674987756424,"score_spread":0.2207788992139647,"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."}}