{"id":"W4405623485","doi":"10.5670/oceanog.2025e104","title":"Ocean Gliders for Planning and Monitoring Remote Canadian Pacific Marine Protected Areas","year":2024,"lang":"en","type":"article","venue":"Oceanography","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Pacific ocean; Environmental science; Geology","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":[0.001866053,0.00070525,0.0002907415,0.004464905,0.002135885,0.001729388,0.001238498,0.0006069064,0.01159734],"category_scores_gemma":[0.002071424,0.0003361136,0.0004094088,0.004507158,0.0007218668,0.001192529,0.002067521,0.0010415,0.002835431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004953113,"about_ca_system_score_gemma":0.01643771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8586754,"about_ca_topic_score_gemma":0.9587885,"domain_scores_codex":[0.9991359,0.0001151627,0.00003066713,0.0001158239,0.0004263332,0.0001762254],"domain_scores_gemma":[0.9979856,0.0001732702,0.0001393637,0.0001749943,0.001270599,0.0002562551],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000106594,0.0000933491,0.09555306,0.0006520209,0.00009254053,0.0003140525,0.002172199,0.00823806,0.005234233,0.0133015,0.1462028,0.7280395],"study_design_scores_gemma":[0.0000439215,0.0001012157,0.1424336,0.001085489,0.0001229891,0.0001901832,0.004861217,0.01467706,0.003256249,0.005692685,0.827411,0.0001244192],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08560505,0.01608395,0.1837504,0.01295867,0.001152374,0.003580772,0.04568031,0.006568321,0.6446201],"genre_scores_gemma":[0.300233,0.01749398,0.5716209,0.002201451,0.0002343089,0.001477107,0.02394561,0.000732385,0.08206124],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1413246,"threshold_uncertainty_score":0.2843138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660494414936273,"score_gpt":0.237218917001234,"score_spread":0.2206139728518712,"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."}}