{"id":"W2559106166","doi":"10.5194/acp-17-6153-2017","title":"New particle formation in the Svalbard region 2006–2015","year":2017,"lang":"en","type":"article","venue":"Atmospheric chemistry and physics","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"National Oceanic and Atmospheric Administration; Norsk Polarinstitutt; Generalitat de Catalunya; Naturvårdsverket; National Aeronautics and Space Administration","keywords":"Particle (ecology); Precipitation; Environmental science; Atmospheric sciences; Flux (metallurgy); Arctic; Event (particle physics); Climatology; Meteorology; Chemistry; Physics; Oceanography; Astrophysics; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006004783,0.0003875092,0.0005838133,0.002268875,0.00040583,0.001376593,0.0004878659,0.0004801231,0.0005153791],"category_scores_gemma":[0.0006879653,0.0002948188,0.0005687504,0.001287027,0.0003358046,0.0004221373,0.0007505392,0.0002836867,0.0003036906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494569,"about_ca_system_score_gemma":0.0008860016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2036746,"about_ca_topic_score_gemma":0.2519601,"domain_scores_codex":[0.9996339,0.000021632,0.00004819864,0.0001064675,0.0001271702,0.00006266594],"domain_scores_gemma":[0.9994625,0.00007995935,0.0001822839,0.00004407074,0.0001558556,0.00007528986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003567458,0.00009600977,0.9532698,0.0003208292,0.0005520578,0.001520606,0.0009731448,0.007765216,0.002563963,0.0005027761,0.005054026,0.0270247],"study_design_scores_gemma":[0.000006066755,0.00002035317,0.9912486,0.00003358206,0.00003743711,0.0001247534,0.0003155566,0.002848572,0.0007377345,0.00006370252,0.004552767,0.00001086331],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849777,0.001020177,0.0004000535,0.00005682114,0.00003769427,0.00001705931,0.01229048,0.00005990359,0.001139982],"genre_scores_gemma":[0.9736481,0.0005135662,0.0008929853,0.00002632433,0.00002980694,0.00002127503,0.0238761,0.00003123651,0.0009606091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2036746,"threshold_uncertainty_score":0.4049781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0162062010034362,"score_gpt":0.2235352244160322,"score_spread":0.207329023412596,"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."}}