{"id":"W6949070997","doi":"10.5281/zenodo.13905185","title":"Deliverable 1.1 New possibilities in research in the Arctic Ocean, outcome of workshop with Research Infrastructures.","year":2024,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Coal and Its By-products","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ocean Networks Canada Society","funders":"European Commission","keywords":"Deliverable; The arctic; Argo; Arctic; Outcome (game theory); Float (project management); Work (physics)","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":[0.007313211,0.001972933,0.000806972,0.002788661,0.001835847,0.007929163,0.002565545,0.002374171,0.2846364],"category_scores_gemma":[0.01260544,0.0007849707,0.001220913,0.002985734,0.0004425455,0.004164966,0.00858118,0.003011994,0.1985784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003616551,"about_ca_system_score_gemma":0.006819875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008121174,"about_ca_topic_score_gemma":0.01048108,"domain_scores_codex":[0.9947134,0.0008074553,0.0002246164,0.0004392613,0.003120484,0.0006947459],"domain_scores_gemma":[0.9932846,0.0009256006,0.0003141027,0.0007576816,0.002833702,0.001884298],"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":[0.00009590669,0.00005881036,0.0002346873,0.0008468003,0.00001201107,0.000208838,0.0006077442,0.0003120537,0.002314088,0.003909632,0.9196101,0.07178935],"study_design_scores_gemma":[0.00001429219,0.0000289878,0.0004540764,0.0001686763,0.000004820866,0.00005293118,0.0001694573,0.00006039163,0.0006272054,0.001349147,0.9970515,0.00001854894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00492546,0.01043353,0.06869813,0.0364974,0.06326276,0.003944854,0.2060318,0.02528852,0.5809177],"genre_scores_gemma":[0.01040023,0.007229399,0.0306379,0.003315808,0.006398058,0.002925067,0.1640209,0.01262074,0.7624519],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2846364,"threshold_uncertainty_score":0.9522036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1187833355802533,"score_gpt":0.3014036427005513,"score_spread":0.1826203071202979,"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."}}