{"id":"W6930208624","doi":"10.5281/zenodo.12246567","title":"Imm 5257 pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Spatial Cognition and Navigation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Filter (signal processing); Tubulopathy; Work (physics)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001555968,0.0001789933,0.0001403251,0.0003754794,0.0002313356,0.0004650486,0.0003966778,0.0001551134,0.2352042],"category_scores_gemma":[0.00007340428,0.0002011937,0.00005705817,0.0003899675,0.00005402342,0.00006096731,0.00023752,0.0003440226,0.3675432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009834415,"about_ca_system_score_gemma":0.000001202208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001113803,"about_ca_topic_score_gemma":6.659588e-7,"domain_scores_codex":[0.9990196,0.00006489756,0.0001644132,0.0002741159,0.0002483248,0.0002286494],"domain_scores_gemma":[0.9994711,0.000004902195,0.00003686195,0.000275396,0.0001005407,0.0001112296],"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":[0.000003255644,0.00001168972,2.396402e-8,0.0002103029,0.00005362304,0.00001073816,0.0001011232,0.00001441082,0.0003940643,0.0005275855,0.9626583,0.03601487],"study_design_scores_gemma":[0.0001552623,0.00003680262,0.00000387226,0.0001789698,0.00002427354,0.00002865873,0.00003601966,0.0005004383,0.0001720043,0.0001595745,0.9984908,0.0002133982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001608135,0.0005823622,0.002248671,0.00008382989,0.0004422033,0.000276646,0.0002997143,0.004416221,0.9916342],"genre_scores_gemma":[0.01026728,0.0006931491,0.000204758,0.0001153296,0.001114337,1.032928e-7,0.007270352,0.02469281,0.9556419],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.132339,"threshold_uncertainty_score":0.8204441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01935859382278315,"score_gpt":0.2226395335107218,"score_spread":0.2032809396879386,"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."}}