{"id":"W4406436475","doi":"10.1016/0967-0653(96)80830-1","title":"10.1016/0967-0653(96)80830-1","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Microprobe; Aerosol; Mass spectrometry; Characterization (materials science); Analytical Chemistry (journal); Materials science; Chromatography; Chemistry; Mineralogy; Nanotechnology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009937609,0.002584079,0.001946701,0.002527043,0.002627165,0.003765913,0.002975642,0.004936673,0.9899395],"category_scores_gemma":[0.001645787,0.000986354,0.001440931,0.002269388,0.002078169,0.005130016,0.002825354,0.002618089,0.9935482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001127594,"about_ca_system_score_gemma":0.0008815604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005472653,"about_ca_topic_score_gemma":0.004692628,"domain_scores_codex":[0.9994581,0.00003509913,0.00004563166,0.000200552,0.000132611,0.0001279284],"domain_scores_gemma":[0.9979916,0.0004676153,0.0001095292,0.000221337,0.0005080748,0.0007018456],"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":[0.0003907073,0.0002609559,0.001001619,0.0005706899,0.00003835263,0.0002663863,0.0001215458,0.0004686507,0.002222603,0.004624111,0.4526486,0.5373859],"study_design_scores_gemma":[0.0000539288,0.0001163018,0.0008498176,0.0003092244,0.0000133027,0.0002704857,0.0001272638,0.000157672,0.0002979099,0.0005507868,0.9972283,0.00002478366],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003906301,0.0003035098,0.0004040824,0.0003352936,0.0002874423,0.0000966149,0.0007648329,0.0006413925,0.9967763],"genre_scores_gemma":[0.0005249157,0.0001870933,0.0002257295,0.0001862575,0.00007434972,0.00004206039,0.000321887,0.0001256187,0.998312],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01006049,"threshold_uncertainty_score":0.01435006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005886306257952331,"score_gpt":0.1547156830369529,"score_spread":0.1488293767790006,"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."}}