{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001214201,0.0002093668,0.0002474473,0.00001408566,0.0006883827,0.0002468046,0.0005922247,0.0000909546,0.001106924],"category_scores_gemma":[0.00002325272,0.0001676728,0.00002871991,0.00003616935,0.0001995842,0.0003391711,0.0008572104,0.0001207142,0.00004014838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001248683,"about_ca_system_score_gemma":0.00002534655,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4639715,"about_ca_topic_score_gemma":0.5061424,"domain_scores_codex":[0.9987592,0.00004665047,0.0002053894,0.0003845667,0.0002299197,0.0003743462],"domain_scores_gemma":[0.9988381,0.00008757913,0.000160501,0.0005295026,0.00001020713,0.0003741542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001126679,0.00007393589,0.7314838,0.0000169327,0.0001805473,0.0005653399,0.001153214,0.01255443,0.006137354,0.0003439512,0.237125,0.01025285],"study_design_scores_gemma":[0.0007455096,0.0001097131,0.6108952,0.00007806291,0.0001060966,0.0000101553,0.0001881739,0.01080515,0.004713467,0.0009872805,0.3704359,0.0009253723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866069,0.0006673638,0.000006243746,0.004587963,0.0003544494,0.0001795191,0.00002847341,0.00002963294,0.007539459],"genre_scores_gemma":[0.9907446,0.0005242557,0.00006633168,0.001948876,0.0001166445,0.00000588497,0.00004348571,0.000022409,0.006527548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1333108,"threshold_uncertainty_score":0.9998062,"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."}}