{"id":"W6949723825","doi":"10.5281/zenodo.16678182","title":"GEOSPACE RESEARCH: CURRENT STATE AND PROPOSALS TO THE UKRAINIAN ANTARCTIC SCIENTIFIC PROGRAM","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Scientific Research and Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Ukrainian; State (computer science); Current (fluid); Government (linguistics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005556274,0.000611925,0.0005941488,0.001648113,0.001707793,0.004598076,0.001604505,0.002349681,0.04940883],"category_scores_gemma":[0.00304008,0.0002212001,0.0006405068,0.001648496,0.0009823692,0.001938853,0.00395895,0.001553694,0.02446562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003566632,"about_ca_system_score_gemma":0.03287732,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01839323,"about_ca_topic_score_gemma":0.02004284,"domain_scores_codex":[0.9981659,0.0002935395,0.0000475461,0.0001553728,0.0007799717,0.0005576573],"domain_scores_gemma":[0.9937444,0.00031156,0.0002416742,0.0004774241,0.002225257,0.002999675],"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":[0.001086578,0.0003884698,0.004926264,0.0007118199,0.00005862836,0.000366746,0.0004121743,0.001046775,0.005187769,0.08260769,0.6970497,0.2061575],"study_design_scores_gemma":[0.00005060537,0.00008992471,0.003186234,0.000115382,0.00001307124,0.00006145516,0.0001689874,0.0006136735,0.001226882,0.003180984,0.9912835,0.00000927498],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02480541,0.01666778,0.01364722,0.09120495,0.01381305,0.0011626,0.024173,0.006381101,0.8081448],"genre_scores_gemma":[0.1480743,0.01553745,0.03804152,0.01993452,0.002555869,0.0009342288,0.05399306,0.004472711,0.7164564],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04940883,"threshold_uncertainty_score":0.165289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05475929535897325,"score_gpt":0.3130310408934172,"score_spread":0.258271745534444,"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."}}