{"id":"W2015698062","doi":"10.1063/1.4803427","title":"Laboratory measurements of ice nuclei concentrations from ocean water spray","year":2013,"lang":"en","type":"article","venue":"AIP conference proceedings","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Science Foundation","keywords":"Icon; Citation; Download; Computer science; Information retrieval; World Wide Web; Publishing; Library science; Computer graphics (images); Art history; Art; Literature; Programming language","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":[0.0001018251,0.000135028,0.000160862,0.00000437169,0.0001016688,0.0001146917,0.0002501438,0.00007448287,0.01255627],"category_scores_gemma":[0.0000516284,0.00009966374,0.00003035497,0.0000982886,0.0001259539,0.0005410129,0.00001388312,0.0001113911,0.0004234312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004526913,"about_ca_system_score_gemma":0.00005980963,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001633,"about_ca_topic_score_gemma":0.00002215617,"domain_scores_codex":[0.9990047,0.000007213421,0.0002310198,0.0002385409,0.0002558907,0.0002626231],"domain_scores_gemma":[0.9992837,0.00003081868,0.00009277256,0.00008497236,0.0003740418,0.0001337154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007792157,0.0000169819,0.7013098,0.0000192775,0.00002085735,3.620778e-7,0.001125361,0.000003499167,0.2957,0.00001271192,0.001333602,0.0004497881],"study_design_scores_gemma":[0.0006085705,0.0001099013,0.2485358,0.0001036832,0.00004724198,0.000001354102,0.002543523,0.002676002,0.7415408,0.001126844,0.002244845,0.0004614597],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868715,0.00004918467,0.00005904355,0.0003461982,0.00008337574,0.0001504459,0.00003806592,0.00004205789,0.01236007],"genre_scores_gemma":[0.9984812,0.000008579322,0.0009575128,0.0002134823,0.0000779099,0.000001781154,0.00004810346,0.000003515915,0.0002079689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.452774,"threshold_uncertainty_score":0.9883464,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376183282746189,"score_gpt":0.2054136169903497,"score_spread":0.1816517841628879,"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."}}