{"id":"W4378676901","doi":"10.4138/atlgeo.2023.002","title":"Atlantic Geoscience Society Abstracts: 49th Annual Colloquium and General Meeting, February 3 and 4, 2023","year":2023,"lang":"en","type":"article","venue":"Atlantic Geoscience","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Library science; Earth science; Geology; 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":[0.001499648,0.00118763,0.0007960666,0.001399614,0.001399404,0.003019519,0.0007125675,0.001728417,0.1815493],"category_scores_gemma":[0.001373606,0.000225578,0.0006382114,0.001111563,0.0003910428,0.001065967,0.00161211,0.001685653,0.09994482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001536559,"about_ca_system_score_gemma":0.00358897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01729865,"about_ca_topic_score_gemma":0.07039321,"domain_scores_codex":[0.9994736,0.00003623687,0.00002486999,0.00006185806,0.0002770845,0.0001262492],"domain_scores_gemma":[0.9984131,0.00004851382,0.00009072629,0.00004384698,0.0009389527,0.0004649385],"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":[0.00008959763,0.0000254062,0.0003131258,0.00006577898,0.000004787675,0.00003652865,0.0000130522,0.00004272677,0.0005654775,0.0001770644,0.9823725,0.01629405],"study_design_scores_gemma":[0.00001757618,0.00003295754,0.003660669,0.00006014806,0.000007536652,0.00001759703,0.00007599034,0.00009077825,0.0001988762,0.0002052017,0.9956256,0.000007043803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009747887,0.02293609,0.004075889,0.05985888,0.313526,0.0008869012,0.02403436,0.001143083,0.563791],"genre_scores_gemma":[0.006990294,0.004456612,0.0009209008,0.002125242,0.01520068,0.0001278646,0.005529403,0.0002592666,0.9643897],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1815493,"threshold_uncertainty_score":0.6073429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00780480272964848,"score_gpt":0.2170016658408213,"score_spread":0.2091968631111728,"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."}}