{"id":"W4280600475","doi":"10.21201/2022.8939","title":"Dangerous Delay 2: The cost of inaction","year":2022,"lang":"en","type":"report","venue":"","topic":"Health and Conflict Studies","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Famine; Action (physics); Order (exchange); Window of opportunity; Quarter (Canadian coin); Political science; Humanitarian crisis; International community; Business; Development economics; Economic policy; Refugee; History; Finance; Economics; Engineering; Law; Politics","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":[0.002125413,0.0001735225,0.0005003199,0.00009240196,0.00163001,0.000001862233,0.0002193667,0.0002943638,0.00924566],"category_scores_gemma":[0.0006688096,0.0001038954,0.0001067756,0.0002166657,0.00005713321,0.00002098255,0.0003259316,0.001774565,0.0001423987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001246235,"about_ca_system_score_gemma":0.004581002,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02630003,"about_ca_topic_score_gemma":0.002008306,"domain_scores_codex":[0.9972482,0.000431165,0.0008612407,0.0002208591,0.0007824343,0.0004560416],"domain_scores_gemma":[0.9971036,0.0009909094,0.0007339868,0.0004957831,0.000589036,0.00008663839],"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":[0.00003914999,0.00003985859,0.004186143,0.001506833,0.0001212592,0.000007692843,0.006750524,0.000001115405,0.000001750968,0.000486877,0.9495564,0.03730244],"study_design_scores_gemma":[0.0001333816,0.00005606738,0.003501156,0.00009396837,0.00005363288,0.000006045121,0.008656021,0.0000020656,7.850109e-7,0.000007370877,0.9873979,0.00009157769],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005460001,0.002509249,0.00009531101,0.007415685,0.005612819,0.002038507,0.0001341301,0.00008579795,0.9815625],"genre_scores_gemma":[0.02239172,0.03370383,0.00009909827,0.01990892,0.003741151,0.006557239,0.0004303778,0.0001474951,0.9130202],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06854233,"threshold_uncertainty_score":0.9996697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3139345954088935,"score_gpt":0.545422709844651,"score_spread":0.2314881144357575,"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."}}