{"id":"W4406821647","doi":"10.1016/j.dsr.2025.104454","title":"Rock bottom: Colonization patterns of deep-sea Arctic and subarctic dropstones (200–1300 m)","year":2025,"lang":"en","type":"article","venue":"Deep Sea Research Part I Oceanographic Research Papers","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Subarctic climate; Arctic; Colonization; Oceanography; Geography; The arctic; Geology; Environmental science; Archaeology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007222202,0.0003553123,0.0004952431,0.001398013,0.001253571,0.0002099245,0.0009852558,0.0003549431,0.002665159],"category_scores_gemma":[0.001617796,0.0003084707,0.0001671394,0.005873913,0.001735827,0.000349848,0.001077392,0.002006155,0.0001755313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003162451,"about_ca_system_score_gemma":0.0001465524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001580481,"about_ca_topic_score_gemma":0.0008490946,"domain_scores_codex":[0.9903866,0.002712773,0.0007107429,0.001137847,0.003061743,0.00199028],"domain_scores_gemma":[0.9959337,0.001775722,0.0001516983,0.0009808649,0.0004614858,0.000696489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002786964,0.0004184393,0.9838512,0.0005661232,0.0002179726,0.0000675578,0.0009424477,0.0009135299,0.004162986,0.001127763,0.001487307,0.005965993],"study_design_scores_gemma":[0.004878789,0.002786223,0.8565893,0.001223463,0.0001664841,0.00005747971,0.00853728,0.05591308,0.004629973,0.01224461,0.05136465,0.001608654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788489,0.001805257,0.0001907584,0.001732346,0.0001769585,0.001676942,0.0000220997,0.00006958935,0.01547711],"genre_scores_gemma":[0.9896953,0.006493409,0.000127499,0.0001047829,0.00005666791,0.0001739077,0.00006641979,0.0000521371,0.003229938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1272619,"threshold_uncertainty_score":0.9999368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02786867627411258,"score_gpt":0.3201704368718359,"score_spread":0.2923017605977233,"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."}}