{"id":"W2308350753","doi":"10.14288/1.0097968","title":"Utopian design and planning","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Architecture, Design, and Social History","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01318597,0.001092249,0.000979074,0.002336918,0.005880221,0.01078663,0.002423678,0.003411326,0.01021987],"category_scores_gemma":[0.01529541,0.0008126128,0.001487495,0.002555277,0.05572978,0.01132668,0.007200265,0.005549725,0.001457946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01129839,"about_ca_system_score_gemma":0.009072185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006483971,"about_ca_topic_score_gemma":0.005515142,"domain_scores_codex":[0.9851654,0.01038243,0.0006362173,0.001520287,0.001671745,0.0006239876],"domain_scores_gemma":[0.9913326,0.005546446,0.0005789413,0.001483194,0.000790756,0.0002681119],"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":[0.000003936841,0.000003229696,0.00002860014,0.00003756225,0.000002212835,0.00001344557,0.0006267663,0.0007265189,0.00001852879,0.9948514,0.0004344708,0.00325337],"study_design_scores_gemma":[0.000007992247,0.00001289821,0.00003680534,0.0001354729,0.000003547028,0.00004357537,0.0005430646,0.001497105,0.0001066665,0.9548831,0.04272154,0.000008309656],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.00936206,0.009349955,0.5281693,0.02095703,0.001014731,0.0003170875,0.0001302542,0.0003535369,0.430346],"genre_scores_gemma":[0.5898955,0.007993321,0.3469304,0.003643889,0.0005415258,0.001417148,0.0001823827,0.0003989326,0.0489969],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01318597,"threshold_uncertainty_score":0.08197594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01631220950068348,"score_gpt":0.1685978493475159,"score_spread":0.1522856398468324,"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."}}