{"id":"W2336804808","doi":"10.4138/atlgeol.2016.004","title":"Atlantic Geoscience Society Abstracts: 42nd Annual Colloquium &amp; General Meeting 2016","year":2016,"lang":"en","type":"article","venue":"Atlantic Geology","topic":"Methane Hydrates and Related Phenomena","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Department of Energy","funders":"","keywords":"Geology; Earth science; Library science; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001370887,0.001302372,0.0006805044,0.002438738,0.00144673,0.003579658,0.001049695,0.002028796,0.4148102],"category_scores_gemma":[0.001527583,0.0003734766,0.0007529753,0.002225932,0.0004797105,0.001849768,0.003379558,0.001563899,0.2813133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001795243,"about_ca_system_score_gemma":0.0039658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0118966,"about_ca_topic_score_gemma":0.03787445,"domain_scores_codex":[0.9993412,0.00004374683,0.00004355567,0.00008249585,0.0003370281,0.0001519083],"domain_scores_gemma":[0.9980737,0.00006385014,0.0001002215,0.0001086118,0.001127006,0.0005266733],"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":[0.00006889278,0.00004322806,0.0004998228,0.0002109746,0.000005832144,0.000064974,0.0000328878,0.000129695,0.000792055,0.0009912644,0.923252,0.07390826],"study_design_scores_gemma":[0.000004580987,0.00001638357,0.001235889,0.00008153127,0.000002757859,0.00002770919,0.00004148917,0.00007231335,0.0001723461,0.000363814,0.9979767,0.000004515457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004293804,0.02033312,0.004219362,0.02510336,0.06895951,0.0006066805,0.01217976,0.001264405,0.86304],"genre_scores_gemma":[0.004952271,0.003963009,0.0007277566,0.0004387107,0.003759166,0.00007559345,0.00231322,0.0002318394,0.9835384],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5851898,"threshold_uncertainty_score":0.8347021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008292859498676385,"score_gpt":0.2182775162355292,"score_spread":0.2099846567368528,"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."}}