{"id":"W6949170550","doi":"10.5281/zenodo.11747496","title":"Journal to the self pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Filter (signal processing); Ideal (ethics); Work (physics); Circumstantial evidence; Frame (networking); TSG101","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":[0.001414757,0.001101421,0.0009758803,0.004493695,0.002065939,0.01145126,0.001457398,0.003364108,0.7999859],"category_scores_gemma":[0.01497726,0.0005980141,0.00110216,0.002022295,0.001002113,0.008862262,0.004604796,0.002577467,0.7473431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001119635,"about_ca_system_score_gemma":0.002876596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000727298,"about_ca_topic_score_gemma":0.001362992,"domain_scores_codex":[0.9981574,0.0001163546,0.0001277406,0.0002203121,0.001157172,0.0002209319],"domain_scores_gemma":[0.9878964,0.00129716,0.0005051648,0.001671784,0.005748151,0.002881223],"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":[0.00001259586,0.00002616631,0.00005412358,0.0001149668,0.00000201822,0.00006236666,0.00002911121,0.00001338022,0.0002371787,0.001285436,0.9649981,0.03316457],"study_design_scores_gemma":[0.000007975824,0.00001477296,0.0001442986,0.00006127731,0.000002052333,0.0001582673,0.00003796383,0.00002045596,0.0001907634,0.000517586,0.9988384,0.000006254549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000845001,0.002192521,0.001508417,0.007737095,0.04477183,0.0003613323,0.002417279,0.006009652,0.934157],"genre_scores_gemma":[0.002668408,0.00184317,0.0009790589,0.003558257,0.01169132,0.00008099822,0.001303055,0.002527991,0.9753476],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2000141,"threshold_uncertainty_score":0.2852958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04257852189911877,"score_gpt":0.200700920899163,"score_spread":0.1581223990000443,"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."}}