{"id":"W6969347560","doi":"10.5683/sp3/cdsou2","title":"Navigating Nova Scotia Open Data","year":2017,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Nova scotia; Open water; Open sea; Work (physics); Open data","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":[0.00211712,0.001995231,0.0009547171,0.004109789,0.002446546,0.003383733,0.002745241,0.001571043,0.01847593],"category_scores_gemma":[0.01418862,0.0009569059,0.001543718,0.006526249,0.001138295,0.003556559,0.006249031,0.002750732,0.03827285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003797806,"about_ca_system_score_gemma":0.006890731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4000103,"about_ca_topic_score_gemma":0.6558139,"domain_scores_codex":[0.9972186,0.0003769127,0.0002061838,0.0006835759,0.000998595,0.000516173],"domain_scores_gemma":[0.9928116,0.0008888605,0.00027434,0.002704991,0.002273109,0.001047105],"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":[0.00004058002,0.0000144987,0.001316412,0.0001065491,0.0000173281,0.00002746915,0.00007861789,0.0002222614,0.0002025297,0.000722366,0.993037,0.004214446],"study_design_scores_gemma":[0.0000549645,0.00001682726,0.007878056,0.0002835582,0.00001976408,0.00007115174,0.0005309411,0.001925072,0.0007800108,0.002280676,0.9861029,0.000056024],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00324002,0.0004991888,0.001213109,0.00162458,0.0005017427,0.00007559508,0.9767779,0.007741168,0.008326775],"genre_scores_gemma":[0.002853471,0.0001635616,0.001738088,0.0002168964,0.00002474075,0.00006789029,0.991254,0.0007272756,0.002953993],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5999897,"threshold_uncertainty_score":0.795364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1417884054425118,"score_gpt":0.4320184329300919,"score_spread":0.2902300274875801,"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."}}