{"id":"W4242777528","doi":"10.1190/tle24080812.1","title":"GAC Spotlight","year":2005,"lang":"en","type":"article","venue":"The Leading Edge","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Garcia; Maxim; Humanities; Citation; Library science; Download; Art history; History; Art; Political science; Law; Computer science; World Wide Web","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":["insufficient_payload"],"category_scores_codex":[0.0002451151,0.00006959147,0.00006481876,0.000009403948,0.0001292508,0.00001707535,0.0002216678,0.00003407931,0.003604004],"category_scores_gemma":[0.000008034901,0.0000394966,0.00003173175,0.0001241491,0.00008852243,0.00007220412,0.0000804455,0.0001352694,0.02491965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005564572,"about_ca_system_score_gemma":0.000001798979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001796446,"about_ca_topic_score_gemma":0.00001169385,"domain_scores_codex":[0.9994487,0.00003273071,0.00008715266,0.0001230737,0.0001106907,0.0001976504],"domain_scores_gemma":[0.9996797,0.0000370594,0.00002813524,0.0002066479,0.000001194215,0.00004728043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005362084,0.000255737,0.01462668,0.00001459752,0.0000878462,0.00002236911,0.01423539,0.02878935,0.1283962,0.009610991,0.5128222,0.2910851],"study_design_scores_gemma":[0.000130767,0.00001647954,0.002398208,0.000006225634,0.00001206717,0.00001136637,0.00002519512,0.001677939,0.0065269,0.001007889,0.9880659,0.0001210506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5563432,0.00020356,0.00009825737,0.003874789,0.000216281,0.00008923894,5.248982e-7,0.00006321698,0.4391109],"genre_scores_gemma":[0.9396909,0.00003182447,0.00037598,0.0007970515,0.0002048782,0.000003496905,7.995883e-7,0.00001111301,0.05888394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4752438,"threshold_uncertainty_score":0.9973068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234629843590792,"score_gpt":0.2288742159137251,"score_spread":0.2165279174778171,"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."}}