{"id":"W7033296596","doi":"","title":"The price we pay for housing is too high","year":2016,"lang":"en","type":"article","venue":"Oxford University Research Archive (ORA) (University of Oxford)","topic":"Marine Toxins and Detection Methods","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Government (linguistics); Electricity; Consumption (sociology); Mains electricity; Work (physics)","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001432265,0.0001762209,0.0002319084,0.0002412003,0.002191732,0.00003572827,0.001292906,0.00009386049,0.00136927],"category_scores_gemma":[0.0001560552,0.0001289393,0.0002206641,0.0007233399,0.001329801,0.0005412069,0.001650293,0.0003211221,0.00004013762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000390735,"about_ca_system_score_gemma":0.0001038182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268595,"about_ca_topic_score_gemma":0.001419862,"domain_scores_codex":[0.9974211,0.0004525859,0.0001289047,0.0005408056,0.0006960901,0.0007604542],"domain_scores_gemma":[0.9974647,0.001376663,0.0001441783,0.000602795,0.0001089747,0.0003026559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003938451,0.0003167775,0.03411495,0.00009754727,0.0002219004,0.00009763296,0.002458155,0.00008590309,0.0185417,0.02085416,0.1017546,0.8175182],"study_design_scores_gemma":[0.001299885,0.0004151594,0.01699695,0.00002768903,0.00002140571,0.000003349537,0.002600032,0.0007239902,0.000621717,0.009181116,0.9678942,0.0002145127],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3323393,0.00002627396,0.505107,0.0238223,0.0002630767,0.001631807,0.0004604622,0.0001583664,0.1361914],"genre_scores_gemma":[0.5727733,0.008287569,0.143294,0.0001741083,0.0001661377,0.00000183563,0.00002143059,0.00007726558,0.2752044],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8661395,"threshold_uncertainty_score":0.9995436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02957295371016713,"score_gpt":0.2681271738083728,"score_spread":0.2385542200982056,"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."}}