{"id":"W6966713277","doi":"10.4224/20378857","title":"Report from Task 4 of MEWS Project: Task 4: Environmental Conditions: final report","year":2002,"lang":"en","type":"report","venue":"NPARC","topic":"","field":"","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Index (typography); Task (project management); Parametric statistics; Mews; Moisture; Categorization","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002117825,0.001260836,0.002327871,0.0008309942,0.0002277137,0.00007755871,0.0007917715,0.001270229,0.01900894],"category_scores_gemma":[0.001707493,0.00132657,0.001041011,0.0005003331,0.0006116771,0.0003379442,0.0004593531,0.001552231,0.004345824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002181072,"about_ca_system_score_gemma":0.002956482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001702615,"about_ca_topic_score_gemma":0.00006241586,"domain_scores_codex":[0.9868237,0.000279142,0.004254159,0.002452684,0.005206974,0.0009833146],"domain_scores_gemma":[0.9881409,0.0002127408,0.007098292,0.003881559,0.0003560693,0.0003104393],"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":[0.00005915833,0.001033226,0.009970647,0.0001623053,0.0008493215,0.04856988,0.0001983212,0.000007294319,0.06987435,0.000008202291,0.8688174,0.000449823],"study_design_scores_gemma":[0.0008671269,0.0001548244,0.01108817,0.000608171,0.001441904,0.04202652,0.0001248019,0.00005294676,0.002752405,0.001231953,0.9382039,0.001447258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05602802,0.002480692,0.00009172307,0.00009792923,0.003070923,0.004272732,0.05574283,0.0007184653,0.8774967],"genre_scores_gemma":[0.6923366,0.002092862,0.005453387,0.00006055939,0.003183717,0.001518146,0.1147537,0.00132066,0.1792804],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6982163,"threshold_uncertainty_score":0.9989184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05883193326754898,"score_gpt":0.3086569458011697,"score_spread":0.2498250125336207,"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."}}