{"id":"W4408550575","doi":"10.1080/14649365.2025.2476507","title":"Thinking from multiple oceans: historical and elemental lineages and futures of ocean geography(s)","year":2025,"lang":"en","type":"article","venue":"Social & Cultural Geography","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; Royal Geographical Society; Tulane University","keywords":"Futures contract; Human geography; Geography; Economic geography; Oceanography; Geology; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.009455488,0.0004472046,0.0003907036,0.00223421,0.01073935,0.0110147,0.001166876,0.002213684,0.002526654],"category_scores_gemma":[0.006896068,0.0002984637,0.0003811113,0.00136653,0.05410829,0.01749877,0.009686135,0.003972955,0.0001829918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007445362,"about_ca_system_score_gemma":0.006719644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01066044,"about_ca_topic_score_gemma":0.01443687,"domain_scores_codex":[0.9961377,0.002731869,0.00007724248,0.000305152,0.0003701218,0.0003779925],"domain_scores_gemma":[0.996641,0.001745033,0.0004007854,0.0002576028,0.0003822444,0.000573385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001261643,0.000006906469,0.001790915,0.0000441916,0.000004643201,0.0003078822,0.1795999,0.0002928193,0.0002126763,0.8099505,0.0008979234,0.006878882],"study_design_scores_gemma":[0.000006128675,0.00002482189,0.001828647,0.0003123372,0.00001012021,0.0003942025,0.316473,0.0005569191,0.000390315,0.5593125,0.1206576,0.00003340887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4095424,0.01225915,0.04833313,0.1446941,0.001102369,0.00007359988,0.00008976299,0.00007420495,0.3838312],"genre_scores_gemma":[0.9893557,0.001448895,0.004031127,0.0007720611,0.00006781007,0.00002012871,0.00001365126,0.00002888446,0.004261633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0110147,"threshold_uncertainty_score":0.05402017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01392879634339929,"score_gpt":0.2980556816062378,"score_spread":0.2841268852628385,"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."}}