{"id":"W7081212056","doi":"10.71708/zgvv-xk59","title":"Ocean CTD profiles from Jones Sound, Nunavut and adjacent waters collected during the Ice2Ocean Project","year":2025,"lang":"en","type":"dataset","venue":"Amundsen Science repository","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"CTD; Transect; Arctic; Physical oceanography; Marine research; Water column; Sea ice; Seabed","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002634098,0.000439056,0.0003188344,0.001293823,0.0006014873,0.0006815633,0.000645421,0.0003398107,0.003381105],"category_scores_gemma":[0.0008658176,0.0002001661,0.0002362399,0.002565733,0.0002119704,0.0002939454,0.0008324673,0.0003226355,0.002291533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252067,"about_ca_system_score_gemma":0.002247869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5150846,"about_ca_topic_score_gemma":0.6742768,"domain_scores_codex":[0.9996603,0.00001762179,0.00002657628,0.0001032406,0.0001293189,0.00006304307],"domain_scores_gemma":[0.999248,0.00003860001,0.00005862863,0.00009246855,0.0004661783,0.00009614961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006554184,0.0002550817,0.4586831,0.0004705109,0.0002001646,0.000589858,0.00171542,0.006205261,0.008346032,0.0007569443,0.4306853,0.09143698],"study_design_scores_gemma":[0.00007912479,0.00003203172,0.8042735,0.0001564185,0.00003186283,0.0001033854,0.002122073,0.003920098,0.001904756,0.0001783589,0.1871306,0.00006780622],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2449363,0.0002836796,0.0008880612,0.0001765773,0.0001361328,0.0001200287,0.7414269,0.0005898643,0.01144257],"genre_scores_gemma":[0.1247095,0.0002004178,0.004095136,0.0001468522,0.00003457281,0.0002406875,0.8644505,0.0001859848,0.005936466],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4849154,"threshold_uncertainty_score":0.9755423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00772738108661539,"score_gpt":0.2266029683931451,"score_spread":0.2188755873065297,"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."}}