{"id":"W6948884069","doi":"10.5281/zenodo.13710527","title":"SERPENTINE catalog of solar cycle 25 multi-spacecraft solar energetic particle events","year":2024,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diptera species taxonomy and behavior","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Solar energetic particles; Event (particle physics); Solar cycle; Spacecraft; Proton; Particle (ecology); Solar maximum; Solar wind","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005017335,0.0009188408,0.0006015609,0.006797093,0.0005534432,0.001557412,0.0007492501,0.0003977265,0.03428733],"category_scores_gemma":[0.001417337,0.0002424068,0.0003612026,0.006659683,0.000104359,0.001000543,0.0009819336,0.0004325443,0.02447668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005484641,"about_ca_system_score_gemma":0.0009911597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00957388,"about_ca_topic_score_gemma":0.01099716,"domain_scores_codex":[0.9996622,0.00003343821,0.00005266703,0.00006681194,0.000141998,0.000042915],"domain_scores_gemma":[0.9986719,0.0001127844,0.0002442432,0.0002743417,0.0005437667,0.0001528394],"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":[0.0006036498,0.00007602451,0.01678375,0.0009530779,0.00006550748,0.0005681635,0.0002317128,0.001133171,0.001933404,0.002512051,0.8569476,0.1181919],"study_design_scores_gemma":[0.00004734396,0.00004473442,0.03602231,0.0002692521,0.00002296603,0.0003866146,0.0001124072,0.0005789482,0.0009185913,0.0006179477,0.9609531,0.00002576384],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.01625767,0.001666936,0.001991013,0.0001623249,0.0002175033,0.0003194967,0.9058661,0.003299665,0.07021937],"genre_scores_gemma":[0.01501755,0.0008074007,0.002175816,0.00006639017,0.0000633398,0.000135292,0.9684529,0.0003961096,0.01288519],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03428733,"threshold_uncertainty_score":0.1147026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03777352470687594,"score_gpt":0.2407545569256179,"score_spread":0.2029810322187419,"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."}}