{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002653139,0.001577059,0.0009412447,0.00233003,0.001927613,0.006622234,0.002185206,0.002577313,0.1411776],"category_scores_gemma":[0.002185969,0.0003641522,0.001051568,0.002018027,0.001000213,0.00302179,0.003068645,0.003020179,0.1005893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002687225,"about_ca_system_score_gemma":0.005578949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009830635,"about_ca_topic_score_gemma":0.01480684,"domain_scores_codex":[0.9984547,0.0002195769,0.00005214097,0.0002794723,0.0007141916,0.0002799287],"domain_scores_gemma":[0.9975415,0.0001146077,0.00004612802,0.000251415,0.001424887,0.0006214012],"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":[0.0001214432,0.00008886549,0.0003193392,0.000128677,0.00001422302,0.0001515893,0.00006443061,0.0004885999,0.001337449,0.004110925,0.8977329,0.09544165],"study_design_scores_gemma":[0.000006229041,0.00001325024,0.000367257,0.00003920615,0.000006993008,0.00007570643,0.00005294519,0.0005116343,0.0005513137,0.001115547,0.9972516,0.000008388825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006708833,0.02842171,0.03554331,0.04347901,0.1257475,0.000341603,0.005074988,0.004990862,0.7496922],"genre_scores_gemma":[0.02122099,0.01367789,0.01804271,0.002994438,0.01476106,0.000188726,0.005779796,0.001442331,0.921892],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1411776,"threshold_uncertainty_score":0.472286,"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."}}