{"id":"W2021333533","doi":"10.1038/ngeo1267","title":"Particulars of particle formation","year":2011,"lang":"en","type":"article","venue":"Nature Geoscience","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Cosmic ray; Vapours; Particle (ecology); Atmospheric sciences; Astrobiology; Physics; Environmental science; Astronomy; Astrophysics; Geology; Oceanography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001493722,0.00004812173,0.00005881566,0.000002336139,0.00006189057,0.00000815572,0.000168964,0.00006162339,0.001032795],"category_scores_gemma":[0.00005687006,0.00003629741,0.00002489794,0.0002417918,0.0001124912,0.0002826931,0.000006650262,0.0001015061,0.00004298348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001112815,"about_ca_system_score_gemma":0.00001670169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001095523,"about_ca_topic_score_gemma":0.00005277811,"domain_scores_codex":[0.9994387,0.00001097731,0.0001102431,0.0001107617,0.0001701324,0.0001591865],"domain_scores_gemma":[0.9997146,0.00001925248,0.00005715351,0.0001182401,0.00002872735,0.00006200757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004834761,0.00006170764,0.962094,0.00004090498,0.000005593728,0.00001512573,0.001637392,0.0002777423,0.01462908,0.001372893,0.0002757082,0.01954151],"study_design_scores_gemma":[0.0001300162,0.00007111204,0.8228162,0.00001333004,0.000006806583,0.0000167133,0.0002337368,0.009699005,0.1652116,0.0008625524,0.00081822,0.0001206846],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916801,0.000208206,0.001187827,0.00003699602,0.0001156109,0.00004044946,0.000006831235,0.00001765316,0.006706363],"genre_scores_gemma":[0.9969728,0.000007530337,0.002731084,0.0001145914,0.00001548328,3.204601e-7,0.000003706472,5.492567e-7,0.0001539181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1505825,"threshold_uncertainty_score":0.9998804,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01530402190517502,"score_gpt":0.2016330099533939,"score_spread":0.1863289880482188,"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."}}