{"id":"W6957609496","doi":"10.60692/b5c56-mgc19","title":"Global analysis of continental boundary layer new particle formation based on long-term measurements","year":2018,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Oral History, Memory, Narrative Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Aerosol; Range (aeronautics); Particle (ecology); Growth rate; Northern Hemisphere; Southern Hemisphere; Magnitude (astronomy)","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":[0.0002866191,0.0001806947,0.0003525674,0.0003302312,0.0002998461,0.0002244666,0.0001542783,0.00004897623,0.0009343051],"category_scores_gemma":[0.00001283127,0.0001495723,0.0002354209,0.0003615885,0.0001377937,0.001089211,0.00001818158,0.00003801925,0.0006473015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002994449,"about_ca_system_score_gemma":0.0000582437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007929061,"about_ca_topic_score_gemma":0.0001864524,"domain_scores_codex":[0.9982488,0.00008722787,0.0007389347,0.000133841,0.0005867722,0.0002043967],"domain_scores_gemma":[0.9985113,0.000004408088,0.0005472703,0.0003443935,0.000494222,0.00009837362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003299684,0.00002606533,0.773338,0.0001864832,0.00109245,0.000001243582,0.2211509,0.0003888609,0.00000783034,0.0006871211,0.001933042,0.000858024],"study_design_scores_gemma":[0.006153566,0.0009904484,0.8222984,0.0004641548,0.005310182,0.000004032871,0.05579435,0.09697154,0.005601021,0.000004021356,0.005293313,0.001114956],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9650688,0.000006841972,0.00926113,0.00005320979,0.0004801944,0.0002814179,0.0002297625,0.0001128774,0.0245058],"genre_scores_gemma":[0.998894,1.989764e-8,0.00002809812,0.0002367015,0.0001791644,0.00001277228,0.0001002365,0.000006106125,0.0005429537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1653565,"threshold_uncertainty_score":0.999979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09329014128477406,"score_gpt":0.2506662848703149,"score_spread":0.1573761435855409,"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."}}