{"id":"W6931176121","doi":"10.5281/zenodo.3541303","title":"NPA_ref7312","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Component (thermodynamics); Context (archaeology); Central asia; Field (mathematics)","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":[],"category_scores_codex":[0.001405587,0.002223004,0.003829068,0.01329857,0.004258831,0.01245841,0.004968041,0.005580785,0.9334069],"category_scores_gemma":[0.01080755,0.001717283,0.002546632,0.01737826,0.001282376,0.009469186,0.00463744,0.002647468,0.8534003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004578234,"about_ca_system_score_gemma":0.008704111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01886674,"about_ca_topic_score_gemma":0.01532102,"domain_scores_codex":[0.9976586,0.0001389597,0.000365185,0.0003447322,0.001185812,0.0003066461],"domain_scores_gemma":[0.991545,0.001006105,0.0003746404,0.000720413,0.005378231,0.0009756233],"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":[0.00003693519,0.00002324662,0.00005867828,0.001826691,0.00001302839,0.00005266719,0.00002038102,0.00002974553,0.0001529404,0.001378683,0.9832569,0.01315007],"study_design_scores_gemma":[0.00005493984,0.00001476349,0.0005820922,0.0007219257,0.00001522267,0.00007369895,0.00003310603,0.00002397142,0.0001381015,0.0008560744,0.9974674,0.00001881074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003309273,0.004245724,0.0007558774,0.004011294,0.03376811,0.000746628,0.3369111,0.00314346,0.616087],"genre_scores_gemma":[0.003653844,0.007462935,0.002509589,0.003400344,0.006184748,0.000902083,0.3338508,0.003325545,0.6387102],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9334069,"threshold_uncertainty_score":0.09498698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379229522342823,"score_gpt":0.2065144302268497,"score_spread":0.1927221350034215,"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."}}