{"id":"W2995741212","doi":"","title":"Lidar Aerosol Profiles Measured From Halifax During Summer 2007","year":2007,"lang":"en","type":"article","venue":"AGUFM","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Aerosol; Lidar; Environmental science; Meteorology; Remote sensing; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001853665,0.0001618971,0.000162577,0.000004321017,0.0001859906,0.00004855885,0.0002129516,0.0001108724,0.007594236],"category_scores_gemma":[0.00004835153,0.0001388267,0.00006807506,0.0001355703,0.00007442827,0.0001580143,0.00001229927,0.0001618621,0.0008843617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007668402,"about_ca_system_score_gemma":0.00003553276,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005540546,"about_ca_topic_score_gemma":0.00140612,"domain_scores_codex":[0.998749,0.00001879324,0.0002269914,0.0002996034,0.0002837998,0.0004217911],"domain_scores_gemma":[0.999366,0.0001008558,0.00007448988,0.0002345725,0.00003034762,0.0001937076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001877456,0.00003603781,0.9234339,0.00003633504,0.00007196411,0.0002226755,0.0003759893,0.0006574938,0.06529669,0.000004788973,0.001900721,0.007775637],"study_design_scores_gemma":[0.0006362015,0.00003809906,0.5120564,0.00005655989,0.00002755484,0.00001906534,0.0004601066,0.0002919078,0.478311,0.00009593079,0.007518147,0.0004890892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789804,0.0006819184,0.0001301528,0.00006509262,0.0003331887,0.0001025916,0.00009647803,0.00009029126,0.01951987],"genre_scores_gemma":[0.9955687,0.00001984069,0.001514265,0.00016377,0.0006218487,7.465365e-7,0.0001611262,0.000005719884,0.001943986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4130143,"threshold_uncertainty_score":0.9998935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01801554263816777,"score_gpt":0.2165788817099079,"score_spread":0.1985633390717402,"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."}}