{"id":"W2890722430","doi":"","title":"Evidence for Ice Particle Multiplication from In-Situ Measurements","year":2006,"lang":"en","type":"article","venue":"12th Conference on Atmospheric Radiation/12th Conference on Cloud Physics (10-14 July 2006)","topic":"Atmospheric aerosols and clouds","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Advanced Foods and Materials Network","funders":"","keywords":"In situ; Multiplication (music); Geology; Computer science; Mathematics; Physics; Meteorology; Combinatorics","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005754503,0.0008279127,0.0007379209,0.000003804563,0.0004532853,0.0003266235,0.001038457,0.0003233735,0.006081345],"category_scores_gemma":[0.0002692768,0.0008388114,0.0002398962,0.0009244725,0.0003542537,0.0007444666,0.0001452857,0.0004252345,0.003800229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008305986,"about_ca_system_score_gemma":0.000284491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002184464,"about_ca_topic_score_gemma":0.0008491019,"domain_scores_codex":[0.9944659,0.000219731,0.001089386,0.001681039,0.001406591,0.001137387],"domain_scores_gemma":[0.9968345,0.0005296255,0.0007840109,0.001241425,0.0002669072,0.0003435242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003450109,0.006621421,0.1796597,0.0001530038,0.0002921321,0.00002755781,0.002827493,0.1480223,0.1441209,0.03451331,0.1073811,0.372931],"study_design_scores_gemma":[0.01050395,0.002185076,0.504898,0.001041776,0.0003218763,0.000002786638,0.0005124132,0.3585845,0.04548047,0.04226473,0.02969358,0.004510837],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8833424,0.00032274,0.04082096,0.001748674,0.0009895934,0.003082149,0.0001653905,0.0003691911,0.06915894],"genre_scores_gemma":[0.9861647,0.0001292697,0.004687881,0.0007565275,0.0005765516,0.0006844832,0.0001734176,0.00009208884,0.0067351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3684202,"threshold_uncertainty_score":0.9994063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07359171303896939,"score_gpt":0.2871500203023776,"score_spread":0.2135583072634082,"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."}}