{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001088432,0.00102063,0.0006720242,0.0014121,0.002372545,0.005722441,0.001456956,0.003507735,0.6363848],"category_scores_gemma":[0.002346622,0.0003603074,0.0006514576,0.001198638,0.0006756542,0.001915451,0.002977765,0.003230035,0.528383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001972912,"about_ca_system_score_gemma":0.003133452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0130263,"about_ca_topic_score_gemma":0.03175395,"domain_scores_codex":[0.9993553,0.00005735279,0.00001511142,0.0001000932,0.0003109859,0.0001612158],"domain_scores_gemma":[0.9978879,0.0001021904,0.00004404691,0.0001695882,0.0009412854,0.0008550136],"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":[0.00002086478,0.000006265364,0.00002240717,0.00002430298,7.413676e-7,0.0000193073,0.00000727698,0.000009936953,0.00007893789,0.0008210654,0.9887747,0.01021421],"study_design_scores_gemma":[0.000002707346,0.000003910639,0.0001014561,0.00001374426,5.001032e-7,0.00001246584,0.00001779261,0.000007312483,0.0000265874,0.0001507703,0.9996607,0.000002055313],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0007829522,0.006108784,0.001089525,0.02554516,0.07476961,0.0002264826,0.005094046,0.003169455,0.8832141],"genre_scores_gemma":[0.001749988,0.001149403,0.0003307008,0.004937371,0.002369381,0.0000477545,0.001619095,0.0005300614,0.9872662],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6363848,"threshold_uncertainty_score":0.5186529,"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."}}