{"id":"W4394879169","doi":"10.4138/atlgeo.2024.005","title":"Atlantic Geoscience Society Abstracts: 50th Annual Colloquium and General Meeting, February 2 and 3, 2024","year":2024,"lang":"en","type":"article","venue":"Atlantic Geoscience","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"","keywords":"Earth science; Library science; Geology; Environmental science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001300151,0.001043211,0.0007128273,0.001402384,0.001311558,0.002962989,0.0007108668,0.001512179,0.2331021],"category_scores_gemma":[0.001434774,0.0002213759,0.0005209327,0.001139873,0.0003797367,0.001120895,0.001514813,0.001530688,0.1345361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599238,"about_ca_system_score_gemma":0.003332842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01624385,"about_ca_topic_score_gemma":0.065671,"domain_scores_codex":[0.9995166,0.00003628975,0.00002363419,0.00005790376,0.0002657524,0.00009996165],"domain_scores_gemma":[0.9983611,0.00005292691,0.00008100022,0.00004840648,0.001039375,0.0004172436],"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":[0.00005625623,0.00001488617,0.0001713533,0.00005429186,0.000003008296,0.00002194213,0.00000929697,0.00002423266,0.0003624041,0.0001378581,0.9850565,0.014088],"study_design_scores_gemma":[0.00001118937,0.00002005443,0.001921077,0.0000526672,0.000005643701,0.00001406621,0.00005174688,0.00005432541,0.0001472476,0.0001588797,0.9975579,0.000005109573],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00648461,0.02672788,0.003439419,0.06209629,0.2591396,0.00066418,0.02381946,0.001212439,0.6164162],"genre_scores_gemma":[0.005092886,0.005179497,0.0008409635,0.001918124,0.011886,0.00009070097,0.005144795,0.0002318659,0.969615],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2331021,"threshold_uncertainty_score":0.7798043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005586784833279818,"score_gpt":0.2142296138511076,"score_spread":0.2086428290178277,"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."}}