{"id":"W2981709744","doi":"10.1353/mos.2019.0011","title":"Obstacles for a Renovation, 2019","year":2019,"lang":"en","type":"article","venue":"Mosaic","topic":"Cybernetics and Technology in Society","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Architectural engineering; Business; Engineering","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":[0.004345329,0.0005109878,0.0003444541,0.0007895522,0.00616012,0.008626009,0.001226408,0.00574799,0.03372557],"category_scores_gemma":[0.009916436,0.0004255721,0.0006768671,0.0006532927,0.003196121,0.005260483,0.007352449,0.006046705,0.005988434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005888989,"about_ca_system_score_gemma":0.01831098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04185596,"about_ca_topic_score_gemma":0.0839322,"domain_scores_codex":[0.9976364,0.0002572181,0.0001054351,0.0001580927,0.0007708242,0.001071952],"domain_scores_gemma":[0.9980982,0.0002082434,0.0001011552,0.0001401643,0.0005130999,0.0009391732],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003022424,0.0001434552,0.00283862,0.0001895816,0.00002981376,0.000772864,0.002377617,0.0004472791,0.001471711,0.4012957,0.5165642,0.07356674],"study_design_scores_gemma":[0.00002274646,0.00005583174,0.003446774,0.0001074262,0.000007873655,0.0001389771,0.001321522,0.0001817132,0.0004740533,0.01360843,0.9806145,0.00002021907],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08530902,0.01051114,0.003643018,0.3869767,0.03474238,0.0003385247,0.002084838,0.0006367828,0.4757577],"genre_scores_gemma":[0.3673001,0.003998801,0.004042411,0.07721554,0.002684207,0.0002627874,0.001263544,0.0005105544,0.542722],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04185596,"threshold_uncertainty_score":0.1128232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01529973031660274,"score_gpt":0.2139120367477171,"score_spread":0.1986123064311144,"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."}}