{"id":"W1514347229","doi":"","title":"Problems of ecological and technical safety by exploration and production of natural gas hydrates","year":2006,"lang":"en","type":"article","venue":"","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Natural gas; Clathrate hydrate; Methane; Petroleum engineering; Prospecting; Environmental science; Hydrate; Geology; Earth science; Waste management; Mining engineering; Engineering; 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":[0.001403833,0.0002409172,0.0001923388,0.0005775663,0.0008290968,0.002147408,0.0006617186,0.0007844772,0.001687996],"category_scores_gemma":[0.001262922,0.0001775918,0.0002452088,0.0005335512,0.002097889,0.001488578,0.00165565,0.000437444,0.0004531739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007929002,"about_ca_system_score_gemma":0.001470984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001470153,"about_ca_topic_score_gemma":0.001228521,"domain_scores_codex":[0.9992437,0.0001891769,0.00002887559,0.0000930996,0.0003481191,0.00009717557],"domain_scores_gemma":[0.9993705,0.0001713558,0.0001544879,0.00009775876,0.0001488589,0.00005698228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0009417835,0.0005243785,0.1752073,0.00219323,0.000180257,0.005096772,0.005681286,0.03080891,0.1640354,0.1605719,0.007359948,0.4473989],"study_design_scores_gemma":[0.0001294637,0.002660169,0.1230154,0.00108288,0.0002380884,0.008249019,0.02419363,0.03803596,0.2916007,0.1826592,0.3279572,0.0001784505],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9086146,0.01436174,0.03314867,0.005533476,0.0001268692,0.0001242256,0.0001733568,0.0001062169,0.03781094],"genre_scores_gemma":[0.9766479,0.007328512,0.006655108,0.0001362498,0.00005596277,0.00005161297,0.00007723922,0.00002507705,0.009022395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002147408,"threshold_uncertainty_score":0.007424295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006137785446827733,"score_gpt":0.1922815399471433,"score_spread":0.1861437545003156,"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."}}