{"id":"W4394536816","doi":"10.6084/m9.figshare.21431910","title":"Datasets for WSB and BT Models","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Data science; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001078256,0.0002520405,0.000293474,0.00008777505,0.0002380269,0.0004444987,0.002035835,0.0001415943,0.03965154],"category_scores_gemma":[0.000165223,0.0002560688,0.00007896208,0.0001530641,0.000002873203,0.0002717258,0.001598119,0.0002518965,0.0001951985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003234508,"about_ca_system_score_gemma":0.000122154,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006174231,"about_ca_topic_score_gemma":0.00001646254,"domain_scores_codex":[0.998445,0.00006221011,0.0002372009,0.0006548672,0.0002835201,0.0003172502],"domain_scores_gemma":[0.9982866,0.0002572738,0.0002045896,0.001090465,0.00004858631,0.0001124622],"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":[0.000001581127,0.00001637093,1.705968e-8,0.0004620535,0.00001817674,0.00002070891,0.00001190981,0.0004604454,2.413402e-8,0.00006291537,0.9984699,0.000475934],"study_design_scores_gemma":[0.0001742878,0.00005252856,6.415602e-7,0.00037117,0.000007406711,0.0000267506,0.00000198064,0.01671145,2.639394e-7,0.0002135513,0.9821396,0.0003003808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[2.087687e-8,0.0006412131,0.001102962,0.00004334094,0.0002997984,0.000433967,0.9973322,0.00009760496,0.00004887312],"genre_scores_gemma":[0.000002627723,0.000005983372,0.0002725227,0.000244186,0.000154076,0.0004252807,0.9987755,0.000011267,0.0001085527],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03945634,"threshold_uncertainty_score":0.9999892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0652818741951209,"score_gpt":0.2804136147201287,"score_spread":0.2151317405250078,"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."}}