{"id":"W4247807310","doi":"10.9707/1944-5660.1320","title":"Front Matter","year":2016,"lang":"en","type":"paratext","venue":"The Foundation Review","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"Grand Valley State University","keywords":"Front (military); Environmental science; Geography; Meteorology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000769282,0.001075084,0.0006686274,0.001635344,0.0008395623,0.004194276,0.0008453034,0.00294732,0.7459055],"category_scores_gemma":[0.004361241,0.0003293662,0.0004208349,0.001345875,0.00089126,0.002117143,0.002181068,0.002045747,0.6540612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001344588,"about_ca_system_score_gemma":0.003352456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003359184,"about_ca_topic_score_gemma":0.005960179,"domain_scores_codex":[0.9995988,0.00005599118,0.00002349832,0.00006972881,0.0001646388,0.00008733916],"domain_scores_gemma":[0.99864,0.0002385988,0.0001230794,0.00009853387,0.0004708499,0.0004289126],"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":[0.00002878881,0.000009741947,0.00005652881,0.0002226247,0.000003166526,0.00002532024,0.00001214827,0.00001773597,0.00008397976,0.002351759,0.8703183,0.1268699],"study_design_scores_gemma":[0.000009071843,0.000007775582,0.0001212853,0.0002640649,0.000002475078,0.00003734786,0.00001759775,0.00000905758,0.00002450889,0.0005025127,0.9990024,0.000001902763],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005181481,0.02469837,0.0005958464,0.02296305,0.01854468,0.00009776074,0.003825566,0.0008182519,0.9279383],"genre_scores_gemma":[0.002022291,0.009850258,0.0002996692,0.004902282,0.002281402,0.00004632242,0.0009087937,0.0001598893,0.979529],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2540945,"threshold_uncertainty_score":0.3624349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03860483292629938,"score_gpt":0.3391307635956631,"score_spread":0.3005259306693637,"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."}}