{"id":"W6969386942","doi":"10.5445/ir/1000159528","title":"GLORIA@HEMERA large stratospheric balloon campaign Timmins/Canada August 2022-update: high-resolution version of https://doi.org/10.5445/IR/1000159524","year":2023,"lang":"en","type":"dataset","venue":"KITopen","topic":"Phosphorus and nutrient management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Radiance; Balloon; Stratosphere; Observer (physics); High resolution","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005890781,0.0005944073,0.0006779869,0.00006926952,0.0003002853,0.00007585588,0.001597648,0.0003334068,0.05108806],"category_scores_gemma":[0.00005537542,0.0005819208,0.0001621178,0.0009454952,0.0001269999,0.000332508,0.001960351,0.0006013479,0.03578339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115853,"about_ca_system_score_gemma":0.0001990467,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.523146,"about_ca_topic_score_gemma":0.1068275,"domain_scores_codex":[0.99564,0.0001377341,0.0007241722,0.001034162,0.001580556,0.0008833685],"domain_scores_gemma":[0.9978633,0.00005896914,0.0005398173,0.001223408,0.00003033301,0.0002841927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000148071,0.0002607041,0.0002611878,0.0001033403,0.00008837158,0.00009302924,0.000008640748,0.0001917635,0.0001432916,0.00003020605,0.9984232,0.0002482469],"study_design_scores_gemma":[0.001001193,0.0001867356,0.005238762,0.00009694039,0.0001705109,5.881972e-7,0.00009123307,0.000120953,0.000311219,0.00003423776,0.9921425,0.0006051004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01664299,0.0003710404,0.00002590869,0.0004378943,0.004627481,0.001752074,0.9721925,0.0001088885,0.003841184],"genre_scores_gemma":[0.003028518,0.001386794,0.00009178657,0.0004437183,0.0003563582,0.0001011733,0.9745521,0.00007227083,0.01996727],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4163184,"threshold_uncertainty_score":0.9996632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006383797604051344,"score_gpt":0.2073165863293412,"score_spread":0.2009327887252899,"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."}}