{"id":"W2475272131","doi":"10.2172/918329","title":"Parameter justification report for DRSPALL.","year":2003,"lang":"zh","type":"report","venue":"","topic":"Risk and Safety Analysis","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Conceptual model; Code (set theory); Intrusion; Isolation (microbiology); Computer science; Drilling; Engineering; Programming language; Geology; Database; Mechanical engineering; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01653655,0.0007560611,0.001972972,0.0009601744,0.0006891899,0.0008912248,0.001353074,0.00122866,0.006261088],"category_scores_gemma":[0.03113948,0.0005512016,0.002385233,0.001897667,0.0002838293,0.0003902338,0.0001266375,0.0005158639,0.00173899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003058168,"about_ca_system_score_gemma":0.002301614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000293886,"about_ca_topic_score_gemma":0.0003161565,"domain_scores_codex":[0.9866029,0.0003868043,0.004615436,0.002788033,0.004770765,0.0008360891],"domain_scores_gemma":[0.9827952,0.00429292,0.003537824,0.003923839,0.005019662,0.0004304941],"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":[0.00009745186,0.0003975202,0.007317005,0.0001534716,0.0009942398,0.0004732996,0.0001763079,0.000448498,0.00004516139,0.003730982,0.5035477,0.4826183],"study_design_scores_gemma":[0.000254554,0.00008644622,0.00174237,0.00005290762,0.001330371,0.0005944832,0.0003760538,0.002332177,0.0001022709,0.03461895,0.957723,0.0007864584],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0002473689,0.001876912,0.6330077,0.004514856,0.004857484,0.001359773,0.00009526568,0.0000741379,0.3539665],"genre_scores_gemma":[0.008063548,0.01142588,0.02616399,0.0003510118,0.0007352257,0.0002843016,0.001154983,0.00007875181,0.9517423],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6068437,"threshold_uncertainty_score":0.9996939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2189720665306289,"score_gpt":0.4400156081340313,"score_spread":0.2210435416034025,"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."}}