{"id":"W2165315616","doi":"10.1007/128_2013_461","title":"Bio-Organic Materials in the Atmosphere and Snow: Measurement and Characterization","year":2013,"lang":"en","type":"review","venue":"Topics in current chemistry","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Snow; Atmosphere (unit); Characterization (materials science); Environmental science; Materials science; Remote sensing; Atmospheric sciences; Meteorology; Geography; Nanotechnology; 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":[0.0006137742,0.001061931,0.001316701,0.002157174,0.000189481,0.0008646301,0.0008411882,0.0008988458,0.001472295],"category_scores_gemma":[0.0006365551,0.0003583169,0.0004883052,0.002527993,0.0005301395,0.001388908,0.0007582898,0.0009152958,0.001287546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004317517,"about_ca_system_score_gemma":0.001113364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00141252,"about_ca_topic_score_gemma":0.002748588,"domain_scores_codex":[0.999725,0.00001941211,0.00002100856,0.0000714968,0.0001392082,0.00002389247],"domain_scores_gemma":[0.9995593,0.0001603249,0.0001010633,0.00001510914,0.0001314413,0.00003270938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007038443,0.00006968846,0.0006926524,0.01189767,0.000110104,0.0001259513,0.0000386982,0.0005708988,0.01161924,0.001309989,0.007898082,0.9655966],"study_design_scores_gemma":[0.0000158034,0.0001462809,0.003897811,0.001944687,0.0002702101,0.001393171,0.0001402582,0.0003773718,0.01594032,0.002344325,0.973462,0.00006768757],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006174571,0.9978441,0.0004568486,0.0001259357,0.0001243495,0.000005706019,0.00005257124,0.000008483622,0.0007645264],"genre_scores_gemma":[0.002459044,0.9961594,0.0003787143,0.0001030441,0.0001097943,0.000005883455,0.00006386469,0.00000215875,0.0007180262],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002157174,"threshold_uncertainty_score":0.004925311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05315887341283898,"score_gpt":0.2658485661110754,"score_spread":0.2126896926982364,"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."}}