{"id":"W6924995683","doi":"10.1594/pangaea.972829","title":"Passive acoustic monitoring data recorded by recorder ICL1721 at mooring DBS08-08 in the German Bight, North Sea, in 2018","year":2024,"lang":"en","type":"dataset","venue":"Publishing Network for Geoscientific and Environmental Data (PANGAEA) (Alfred Wegener Institute for Polar and Marine Research)","topic":"Teaching and Learning Programming","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Data processing; Standardization; NetCDF; Metadata; Data set; Data acquisition; Mooring; German","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","sts","scholarly_communication","open_science"],"consensus_categories":["open_science"],"category_scores_codex":[0.006964654,0.0005673923,0.0005348844,0.0005904446,0.001832581,0.0049173,0.006221713,0.0003555478,0.00001154738],"category_scores_gemma":[0.0006875891,0.0004748136,0.00008672629,0.0009603291,0.0005355862,0.004036271,0.01233611,0.00209549,0.00002525585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000337673,"about_ca_system_score_gemma":0.0001357496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3672485,"about_ca_topic_score_gemma":0.4281099,"domain_scores_codex":[0.9936341,0.0004618479,0.0007200172,0.002534022,0.001024797,0.0016252],"domain_scores_gemma":[0.9953149,0.0006975296,0.0002411282,0.003387655,0.00003027905,0.0003284941],"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":[0.00003881085,0.0001291368,0.002565166,0.0003055007,0.00006822307,0.00003412919,0.0002640078,0.000160388,0.000007430403,0.00001841499,0.9074374,0.08897138],"study_design_scores_gemma":[0.0005577154,0.0001008839,0.001659366,0.0002222882,0.0000824016,0.00003494354,0.0001132606,0.01820333,0.000001716574,0.0001408475,0.97836,0.0005232311],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004373543,0.004118295,0.003021698,0.0009593822,0.003301572,0.001314189,0.9828341,0.00006483748,0.00001236454],"genre_scores_gemma":[0.002096023,0.002794857,0.004643473,0.00006183163,0.001001056,0.0002074998,0.9881101,0.0000606318,0.001024555],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.08844816,"threshold_uncertainty_score":0.9997703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07172086393757596,"score_gpt":0.3135730881588253,"score_spread":0.2418522242212494,"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."}}