{"id":"W4308290941","doi":"10.25071/2292-4736/40305","title":"Requiem to Window Sealant","year":2022,"lang":"en","type":"article","venue":"UnderCurrents Journal of Critical Environmental Studies","topic":"History of Medical Practice","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Sealant; Materiality (auditing); Gesture; Aesthetics; Framing (construction); Window (computing); Art; Psychology; History; Computer science; Archaeology; Computer vision; Materials science; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007388181,0.0001593492,0.0004747704,0.0001414426,0.0003573083,0.000007478388,0.0001781768,0.00002963167,0.001504108],"category_scores_gemma":[0.001676711,0.0001368877,0.0001664779,0.0001003594,0.0004605347,0.0001476386,0.0003322946,0.000857398,0.0001033679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001134791,"about_ca_system_score_gemma":0.00006053921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001069112,"about_ca_topic_score_gemma":2.285658e-7,"domain_scores_codex":[0.9972749,0.0001933691,0.0005494298,0.0001954828,0.001468992,0.0003178514],"domain_scores_gemma":[0.9986557,0.0005113741,0.0001220521,0.0001530341,0.00003279422,0.0005249794],"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":[0.01214055,0.04129846,0.0445,0.001977853,0.00585474,0.02472731,0.03581646,0.001137717,0.1094156,0.004112212,0.5173445,0.2016745],"study_design_scores_gemma":[0.005811326,0.009856549,0.02198759,0.0003136682,0.001396812,0.00849025,0.03305017,0.00004301779,0.0008139898,0.001820819,0.915803,0.0006128232],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9051098,0.01813805,0.0008193727,0.06970073,0.003672155,0.0004544744,0.00004964113,0.00003094604,0.002024797],"genre_scores_gemma":[0.9945363,0.000274267,0.0007870105,0.003743419,0.0002673876,0.000009380005,0.000002400519,0.00002049719,0.0003593226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3984585,"threshold_uncertainty_score":0.9994087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07140671058334452,"score_gpt":0.4014293126398351,"score_spread":0.3300226020564906,"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."}}