{"id":"W7060939937","doi":"","title":"\"The Ocean is Always Changing\": Nearshore and Farshore Perspectives on Arctic Coastal Seas","year":2011,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Arctic; The arctic; Indigenous; Sea ice; Climate change","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":[0.001990797,0.0003357742,0.0002675221,0.0008571041,0.01240598,0.007924255,0.000632361,0.001801801,0.001795012],"category_scores_gemma":[0.001665258,0.000115729,0.000259912,0.001226451,0.01120493,0.004686415,0.003687606,0.002514724,0.0001783674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004049416,"about_ca_system_score_gemma":0.004285375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09506169,"about_ca_topic_score_gemma":0.2083876,"domain_scores_codex":[0.9989638,0.0006283367,0.00003275612,0.00005410055,0.0001194824,0.0002015502],"domain_scores_gemma":[0.9988808,0.0005813583,0.0000829804,0.00003455006,0.0002170694,0.0002031879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004800932,0.00001728743,0.006815475,0.0002719368,0.00001947459,0.00304513,0.7017419,0.0004003214,0.0005299453,0.2373216,0.01781706,0.03197185],"study_design_scores_gemma":[0.000001709044,0.00001815778,0.004473281,0.0004849536,0.00001435719,0.0004454698,0.7608013,0.0000880601,0.0001321919,0.01865791,0.2148655,0.00001704231],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3718853,0.05034004,0.003057613,0.1228996,0.003901066,0.00001330201,0.00009322485,0.00003574088,0.4477741],"genre_scores_gemma":[0.954192,0.02092709,0.000632524,0.006104845,0.0006637597,0.000009297189,0.00002954939,0.00002170399,0.01741939],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09506169,"threshold_uncertainty_score":0.1890168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2250302946650293,"score_gpt":0.5210900597158152,"score_spread":0.2960597650507859,"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."}}