{"id":"W3018947220","doi":"","title":"Highlights and Opportunities from Continuous Access to Gas Hydrates Sites at Ocean Networks Canada's NEPTUNE Observatory","year":2017,"lang":"en","type":"article","venue":"AGUFM","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Neptune; Observatory; Astrobiology; Meteorology; Clathrate hydrate; Oceanography; Environmental science; Geography; Geology; Planet; Astronomy; Physics; Hydrate; Chemistry","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":[0.003081315,0.0003106837,0.0002143234,0.0009581881,0.004270965,0.004347205,0.00147442,0.001657934,0.008470541],"category_scores_gemma":[0.003491787,0.0002364591,0.000309939,0.001509562,0.002276421,0.001861739,0.003882722,0.001963334,0.0007131019],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009981629,"about_ca_system_score_gemma":0.04483443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8257923,"about_ca_topic_score_gemma":0.9629351,"domain_scores_codex":[0.9980561,0.0001673948,0.00003121478,0.0001495476,0.0007993452,0.0007965938],"domain_scores_gemma":[0.9920481,0.0007777578,0.00023257,0.0003897951,0.002756857,0.00379477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001457998,0.0004352693,0.4168271,0.001015871,0.0001474841,0.004539643,0.009141203,0.002787085,0.02236716,0.02500855,0.2943452,0.2219273],"study_design_scores_gemma":[0.000134838,0.0001427082,0.42678,0.000396491,0.00004371568,0.0005688562,0.02469351,0.001616782,0.002977922,0.005629529,0.5368923,0.0001233266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5680058,0.01030055,0.00602203,0.168432,0.003008373,0.0003395074,0.01589679,0.000869302,0.2271257],"genre_scores_gemma":[0.9512343,0.00269871,0.01004843,0.005411049,0.0004989663,0.00008257705,0.003414326,0.0001578707,0.02645385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1742077,"threshold_uncertainty_score":0.3504672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03472763406369116,"score_gpt":0.2280990790855574,"score_spread":0.1933714450218663,"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."}}