{"id":"W4252145383","doi":"10.29173/pathways15","title":"Front Matter","year":2020,"lang":"en","type":"paratext","venue":"Pathways","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Front (military); Geology; Oceanography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005717474,0.001241687,0.0005198474,0.001589684,0.001760359,0.004813963,0.0008465903,0.002616225,0.9621145],"category_scores_gemma":[0.002686267,0.0004494765,0.000515044,0.0009826523,0.0008577683,0.001985216,0.00242196,0.001545507,0.9514021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031577,"about_ca_system_score_gemma":0.002276038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005001791,"about_ca_topic_score_gemma":0.008676888,"domain_scores_codex":[0.9996043,0.00003991202,0.00001618307,0.00008964427,0.0001418479,0.0001081966],"domain_scores_gemma":[0.998485,0.0001810616,0.00007077226,0.0001065216,0.0004489462,0.0007075582],"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":[0.00003884302,0.00002897042,0.00009459647,0.0000980599,0.000002342116,0.00004023568,0.00001826474,0.00003990022,0.0002474322,0.002280721,0.9252095,0.07190099],"study_design_scores_gemma":[0.0000129905,0.000009231993,0.0001462295,0.00009025383,0.00000144571,0.00003781076,0.00003602083,0.00004415764,0.00008448593,0.0007297681,0.9988037,0.00000376058],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002746681,0.0002083098,0.000288455,0.001493609,0.001637741,0.00004680987,0.002341941,0.0008843677,0.992824],"genre_scores_gemma":[0.0005540413,0.0001292065,0.0001155342,0.0004314325,0.00009204282,0.00002070082,0.0004891687,0.0001883009,0.9979796],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03788549,"threshold_uncertainty_score":0.05403906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03715678973238749,"score_gpt":0.2472212643911237,"score_spread":0.2100644746587362,"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."}}