{"id":"W4411682436","doi":"10.1016/j.xinn.2025.101007","title":"Early career ocean professionals’ declaration on ocean negative carbon emissions for our ocean and future","year":2025,"lang":"en","type":"review","venue":"The Innovation","topic":"Ocean Acidification Effects and Responses","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"HORIZON EUROPE Framework Programme; Guangdong Ocean University; Southern Marine Science and Engineering Guangdong Laboratory (Guangzhou); Guangdong Office of Philosophy and Social Science","keywords":"Declaration; Oceanography; Environmental science; Political science; Geology; Law","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":[0.004218433,0.0008254164,0.0006959063,0.001431742,0.001233201,0.002463938,0.00123968,0.005383516,0.007892245],"category_scores_gemma":[0.007534782,0.0002865283,0.0008725587,0.001912895,0.001889077,0.00225833,0.00321088,0.008353803,0.003102629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001954849,"about_ca_system_score_gemma":0.01617053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006040839,"about_ca_topic_score_gemma":0.006454634,"domain_scores_codex":[0.9979248,0.0004534179,0.0002110421,0.0001775308,0.0009606265,0.0002726045],"domain_scores_gemma":[0.9953175,0.002166093,0.0004495971,0.000154641,0.001397359,0.0005149136],"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":[0.00008558986,0.00004320923,0.000245092,0.01051017,0.00006459934,0.0003278791,0.0007133798,0.0002315516,0.001063318,0.05483106,0.543187,0.3886972],"study_design_scores_gemma":[0.000002949735,0.000008829651,0.0001237486,0.0012035,0.000009409312,0.00007133521,0.00005541341,0.000006050223,0.00009958475,0.0007961604,0.9976186,0.00000436212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006610977,0.8449939,0.001231041,0.09010633,0.02918616,0.0000529278,0.0003640663,0.00007646123,0.03332809],"genre_scores_gemma":[0.0109751,0.8466997,0.002716112,0.08346261,0.006060546,0.0001897068,0.0007925146,0.0000623355,0.04904136],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007892245,"threshold_uncertainty_score":0.02640224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05169941254466957,"score_gpt":0.3166524119968517,"score_spread":0.2649529994521821,"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."}}