{"id":"W4241169939","doi":"10.23939/jgd2012.01.128","title":"GEODYNAMICS","year":2012,"lang":"en","type":"article","venue":"GEODYNAMICS","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geodynamics; Geology; Seismology","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":[0.0001650738,0.0002365387,0.0002471834,0.0005227861,0.0005214983,0.001101362,0.0002754455,0.0003874006,0.02069578],"category_scores_gemma":[0.0003059174,0.0001102866,0.000172401,0.000464129,0.0004357737,0.0005215498,0.001118511,0.0006178592,0.005966267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001192236,"about_ca_system_score_gemma":0.0008084552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01024511,"about_ca_topic_score_gemma":0.01248818,"domain_scores_codex":[0.9998277,0.00001670475,0.000005813415,0.00004842575,0.00008097197,0.00002035133],"domain_scores_gemma":[0.9999409,0.000005349283,0.000005686371,0.00001172445,0.00002719115,0.000009103057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001774747,0.00006576747,0.01501828,0.0002853378,0.0000487532,0.000394864,0.0007778924,0.008670378,0.01187091,0.4912771,0.1016671,0.3697462],"study_design_scores_gemma":[0.000006653701,0.00002563417,0.007521028,0.00003467873,0.000003880389,0.0001534073,0.0001158981,0.001268028,0.001548705,0.009684472,0.9796286,0.000009060449],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04466731,0.01463029,0.03010584,0.004895889,0.002164618,0.0001109245,0.007288605,0.0005162232,0.8956204],"genre_scores_gemma":[0.4343334,0.008016793,0.00944751,0.0005363868,0.0002868986,0.00006987314,0.006410343,0.0001966016,0.5407021],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02069578,"threshold_uncertainty_score":0.06923425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005821677529511365,"score_gpt":0.2021493182606294,"score_spread":0.196327640731118,"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."}}