{"id":"W4383067240","doi":"10.3389/fmars.2023.1221674","title":"Editorial: The discovery of the unknown planet: the ocean","year":2023,"lang":"en","type":"editorial","venue":"Frontiers in Marine Science","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Planet; Astrobiology; Oceanography; Data science; Geography; History; Geology; Computer science; Astronomy; Biology; Physics","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":[0.004766044,0.005737445,0.004872739,0.004205735,0.003996719,0.009059908,0.005704825,0.01946389,0.02423256],"category_scores_gemma":[0.01858045,0.001687993,0.004155328,0.001772715,0.004466422,0.00767816,0.002027071,0.02440078,0.02395751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003480016,"about_ca_system_score_gemma":0.002417928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001550973,"about_ca_topic_score_gemma":0.003169926,"domain_scores_codex":[0.9951572,0.0005973935,0.0004710064,0.0009335903,0.002390573,0.0004503441],"domain_scores_gemma":[0.9864241,0.005271842,0.0009211557,0.0005440767,0.004180771,0.002657926],"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":[0.00004098751,0.00001373279,0.00002329827,0.0001348481,0.00001179835,0.00009899109,0.00001159553,0.00002590212,0.00004756521,0.0001733675,0.9966756,0.002742225],"study_design_scores_gemma":[0.00005989844,0.00004639951,0.0002839023,0.0003490167,0.00003279823,0.0003133113,0.00007033592,0.00012757,0.0001222341,0.0008250777,0.9977456,0.00002391877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004461875,0.002827295,0.00008801078,0.02924919,0.9663644,0.00002100391,0.00007220842,0.00008784056,0.001245495],"genre_scores_gemma":[0.0003257545,0.002231616,0.00006271407,0.0178073,0.9737443,0.00001965595,0.00004312203,0.0000286587,0.005736788],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02423256,"threshold_uncertainty_score":0.08106601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006422878484839579,"score_gpt":0.2281571593482687,"score_spread":0.2217342808634291,"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."}}