{"id":"W7051395826","doi":"","title":"GEOS-Chem","year":2018,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Atmospheric composition; Earth system science; Steering committee; Range (aeronautics); Division (mathematics)","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009724475,0.0004379281,0.0004418923,0.0001536065,0.0001143918,0.00009600104,0.0009509548,0.0002376544,0.9611139],"category_scores_gemma":[0.00006110717,0.0004737284,0.0001934058,0.0001702674,0.000154728,0.000101948,0.0008082886,0.0003470448,0.9692468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006462754,"about_ca_system_score_gemma":0.0001447451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003754989,"about_ca_topic_score_gemma":0.00003118567,"domain_scores_codex":[0.9971179,0.0001222503,0.0003855934,0.001536013,0.00031102,0.0005272108],"domain_scores_gemma":[0.9967539,0.0000690524,0.0003199267,0.002599431,0.00005734613,0.0002003615],"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":[0.00002340266,0.0001240225,0.05350536,0.00005287933,0.0003174978,0.000003466957,0.0002322821,0.000004719071,0.0004708538,0.0006000832,0.9232526,0.02141281],"study_design_scores_gemma":[0.0003873396,4.361675e-7,0.002983084,0.000130577,0.00004926846,0.000001740208,0.00002189848,0.0001227931,0.01019951,0.000916889,0.9846557,0.000530805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007912528,0.000001315256,0.0006309459,0.00002737159,0.0005628017,0.0004779847,0.00003673992,0.0002181991,0.9901321],"genre_scores_gemma":[0.01985287,0.00001686983,0.0007900528,0.00003422768,0.0008463985,0.0001626818,0.00007056752,0.0002711765,0.9779552],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06140304,"threshold_uncertainty_score":0.9997714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118243090810257,"score_gpt":0.2439762326631164,"score_spread":0.2321519235820907,"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."}}