{"id":"W7037931560","doi":"","title":"Gormley - Volker Gerdts - Wednesday, November 10th, 2021","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Marine Ecology and Invasive Species","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preparedness; Joins; Negotiation; Disaster preparedness; Battle","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005588569,0.0006953401,0.000383933,0.0007595613,0.001487495,0.003362182,0.0005044376,0.002557958,0.6906589],"category_scores_gemma":[0.001958963,0.0003007344,0.0002949999,0.000518558,0.0003716094,0.001815467,0.00174713,0.002334694,0.6171209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008670602,"about_ca_system_score_gemma":0.002354952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008975804,"about_ca_topic_score_gemma":0.03336037,"domain_scores_codex":[0.9995801,0.00003131021,0.0000127884,0.00005995384,0.0002215422,0.00009438567],"domain_scores_gemma":[0.9988014,0.00007289344,0.0000292169,0.00004581684,0.0003650617,0.0006857282],"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":[0.000005956003,0.000008603137,0.00003498999,0.000008919005,2.447587e-7,0.000009557195,0.000003359598,0.000008073317,0.00002148205,0.0003962007,0.9884458,0.0110568],"study_design_scores_gemma":[0.000003277188,0.00000496657,0.0001707649,0.00002498343,3.318968e-7,0.00001175148,0.00001620296,0.00001777276,0.000023032,0.0001619404,0.9995633,0.0000017024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003955755,0.001327807,0.000268895,0.01295657,0.01035604,0.00007411606,0.002655103,0.0006469486,0.9713189],"genre_scores_gemma":[0.0005854837,0.0004061455,0.00008073782,0.001914863,0.0002972481,0.00001667238,0.0005641482,0.00008304697,0.9960517],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3093411,"threshold_uncertainty_score":0.4412376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005317306054933274,"score_gpt":0.1767978462064507,"score_spread":0.1714805401515174,"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."}}