{"id":"W2008221602","doi":"10.5670/oceanog.2014.50","title":"Ocean Networks Canada: From Geohazards Research Laboratories to Smart Ocean Systems","year":2014,"lang":"en","type":"article","venue":"Oceanography","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ocean Networks Canada Society","funders":"Western Economic Diversification Canada; Natural Sciences and Engineering Research Council of Canada; Government of Canada; University of Victoria","keywords":"Oceanography; Geology; Climatology; Environmental science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003580447,0.001371477,0.0005517409,0.003506648,0.004263143,0.006831984,0.00267173,0.001480352,0.07511922],"category_scores_gemma":[0.00537008,0.0007412484,0.0004410698,0.006776307,0.00175675,0.004154722,0.004933746,0.001614041,0.02037156],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04433773,"about_ca_system_score_gemma":0.1199119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9649151,"about_ca_topic_score_gemma":0.9661977,"domain_scores_codex":[0.9955845,0.0003198961,0.0001011656,0.0004190022,0.00269049,0.0008849395],"domain_scores_gemma":[0.9893447,0.00037662,0.0002781706,0.0006871087,0.006041093,0.003272318],"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":[0.0001031243,0.00004621636,0.006809072,0.0001162703,0.00001407271,0.0000829737,0.0002082349,0.0006153649,0.0004762464,0.01697374,0.8889751,0.08557964],"study_design_scores_gemma":[0.00003064112,0.00001396233,0.004267391,0.0001193784,0.000008172668,0.00002081748,0.000326799,0.0009740681,0.0003672928,0.001807222,0.992039,0.00002536556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01306033,0.008014497,0.01576827,0.06975091,0.002366647,0.0008372929,0.1397924,0.01364053,0.7367691],"genre_scores_gemma":[0.116807,0.0152302,0.06105202,0.01403813,0.0008354337,0.0007769325,0.1660794,0.004749699,0.6204312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9556623,"threshold_uncertainty_score":0.3216943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092268511706184,"score_gpt":0.2265572112922482,"score_spread":0.2156345261751863,"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."}}