{"id":"W7014212672","doi":"","title":"Upstream","year":2022,"lang":"en","type":"other","venue":"York University Digital Library (York University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Point (geometry); Character (mathematics); Wildlife; Natural (archaeology)","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":[],"category_scores_codex":[0.0001545738,0.000324187,0.0001130882,0.0006931346,0.002733243,0.002002947,0.000374612,0.0006321221,0.4685195],"category_scores_gemma":[0.0007429042,0.0001796648,0.000127362,0.0004204072,0.0005369444,0.001909353,0.001538774,0.0009596884,0.1264276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008175093,"about_ca_system_score_gemma":0.000564172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01109926,"about_ca_topic_score_gemma":0.05402458,"domain_scores_codex":[0.9998908,0.00001466524,0.000002500083,0.00001373631,0.00004564554,0.00003260799],"domain_scores_gemma":[0.999773,0.00003680625,0.000007625854,0.00002414232,0.00008734514,0.00007105614],"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":[0.00002732821,0.00001911966,0.000177251,0.00006569979,8.905294e-7,0.000126425,0.001211162,0.00002264897,0.0004929568,0.01123986,0.9514555,0.0351612],"study_design_scores_gemma":[0.000003108158,0.000004646648,0.0005302791,0.00003798968,9.157491e-7,0.00006000014,0.0008236187,0.0000303387,0.0002720924,0.0004822262,0.9977511,0.000003797547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001389015,0.0001018108,0.0002008711,0.0005677444,0.0002973948,0.00002216073,0.0006579788,0.0002160539,0.996547],"genre_scores_gemma":[0.01454078,0.0001963308,0.0002556374,0.000475889,0.00009837201,0.00002409967,0.0007157474,0.0003151878,0.9833779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5314804,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00845104236234073,"score_gpt":0.1461198922943343,"score_spread":0.1376688499319936,"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."}}