{"id":"W2122249204","doi":"10.1080/07293682.2005.9982445","title":"Beyond demonstration mode: The application of WSUD in Australia","year":2005,"lang":"en","type":"article","venue":"Australian Planner","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Australian Research Council; Australian Government; University of Windsor","keywords":"Mode (computer interface); Business; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003656554,0.00006362954,0.00008719121,0.0000597919,0.0001087863,0.00002929105,0.0001789811,0.00009691861,0.0001652896],"category_scores_gemma":[0.0000194151,0.00005017244,0.00003079956,0.0002724141,0.000123682,0.0001810668,0.000005288382,0.00009499498,0.0001121216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003854826,"about_ca_system_score_gemma":0.00007007634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009144641,"about_ca_topic_score_gemma":0.00699159,"domain_scores_codex":[0.9991589,0.0001078137,0.0002548158,0.0001139059,0.0001769881,0.0001875925],"domain_scores_gemma":[0.9995908,0.00005335286,0.0001123743,0.0001574065,0.00003057145,0.00005551586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001341846,0.0001367399,0.1750201,0.000019631,0.00001617563,5.33798e-7,0.05319558,0.001209904,0.001946968,0.6979405,0.06196927,0.008531255],"study_design_scores_gemma":[0.0003885996,0.00003038589,0.1458397,0.00003563225,0.00002085583,0.000003678829,0.01827412,0.0002184634,0.002050743,0.007173385,0.8256646,0.0002998228],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9684177,0.00001127053,0.00006122515,0.01621287,0.0001610984,0.000342018,0.00001871122,0.00001899561,0.01475608],"genre_scores_gemma":[0.9871184,0.000004056777,0.0001867237,0.0001176727,0.0005127501,0.00003327235,0.00001523587,0.000004031436,0.01200791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7636954,"threshold_uncertainty_score":0.9974536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05148175216457915,"score_gpt":0.3907499015812064,"score_spread":0.3392681494166273,"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."}}