{"id":"W2229359416","doi":"","title":"12th iCACGP Symposium and 11th IGAC Science Conference","year":2011,"lang":"en","type":"other","venue":"Joint Research Centre (European Commission)","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Engineering ethics; Engineering","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":[0.001895801,0.0003881022,0.0003907403,0.00009264906,0.000618284,0.000387125,0.001147693,0.0001430877,0.08423033],"category_scores_gemma":[0.0002728357,0.0002897243,0.00007407054,0.0005534703,0.001782785,0.0001697121,0.0004233543,0.001035398,0.003068003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001969848,"about_ca_system_score_gemma":0.0004343174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00169861,"about_ca_topic_score_gemma":0.0002950005,"domain_scores_codex":[0.9959111,0.0004761537,0.0003214518,0.0009698031,0.001253949,0.001067519],"domain_scores_gemma":[0.9975582,0.0001283421,0.0001774014,0.0008595025,0.0001737993,0.001102721],"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":[0.00005424614,0.0001191154,0.00937885,0.0003398559,0.00004983137,0.0004816699,0.0003473798,0.000002114792,0.001886476,0.0007150504,0.958496,0.02812939],"study_design_scores_gemma":[0.0002889645,0.0001030712,0.01228629,0.0007869285,0.00001380353,0.00002645912,0.0002922342,0.00008728693,0.0008519669,0.0001196555,0.9846804,0.0004629455],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008709718,0.0006979198,0.00002184913,0.0005075695,0.0002455358,0.0003575624,0.00007419589,0.0001682214,0.9970562],"genre_scores_gemma":[0.1075569,0.00137506,0.001001681,0.00005120426,0.0005152113,8.295709e-7,0.00008667239,0.0001017288,0.8893108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1077454,"threshold_uncertainty_score":0.9999555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06565432520283192,"score_gpt":0.2739681929763446,"score_spread":0.2083138677735127,"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."}}