{"id":"W2483740545","doi":"10.1190/1.9781560802197.ch10","title":"Marine Controlled-Source Electromagnetics and the Assessment of Seafloor Gas Hydrate","year":2010,"lang":"en","type":"book-chapter","venue":"Society of Exploration Geophysicists eBooks","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Physics; Analytical Chemistry (journal); Chemistry; Environmental chemistry","routes":{"ca_aff":false,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005191744,0.0003550791,0.0007821828,0.00002051885,0.0001727675,0.00003102813,0.0002455432,0.0002977317,0.0004953268],"category_scores_gemma":[0.000006603301,0.0002429231,0.0004330291,0.0000288669,0.001402892,0.00007871311,0.0002842305,0.0006409339,0.00002012172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004223818,"about_ca_system_score_gemma":0.00004285292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008667193,"about_ca_topic_score_gemma":0.00002084925,"domain_scores_codex":[0.9981802,0.0000644958,0.0006332322,0.0003621173,0.0005406914,0.0002192342],"domain_scores_gemma":[0.99829,0.0001891072,0.0009235521,0.0004643945,0.00006043823,0.00007252186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001969255,0.0005155559,0.0002120838,0.001006465,0.003786871,0.000006665541,0.02081208,0.003330327,0.3405263,0.534763,0.004364878,0.08870652],"study_design_scores_gemma":[0.02917469,0.002099432,0.0004801463,0.0003247334,0.002193379,0.00001486591,0.0006286583,0.03897472,0.01201214,0.8304017,0.08156541,0.002130195],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02413677,0.0001640109,0.001421474,0.0006716902,0.0002084186,0.002008265,0.00002588888,0.00004399977,0.9713195],"genre_scores_gemma":[0.1958162,0.001504535,0.009556858,0.0006100237,0.0003227024,0.0001494743,0.000143469,0.0001596155,0.7917371],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3285142,"threshold_uncertainty_score":0.9906115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007643767601017324,"score_gpt":0.2089855188637827,"score_spread":0.2013417512627654,"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."}}