{"id":"W4254052803","doi":"10.1109/oceans19395.2014","title":"2014 Oceans - St. John's","year":2014,"lang":"en","type":"paratext","venue":"","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Geology; Oceanography","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":[0.0007822426,0.0008950412,0.0005556242,0.001471918,0.001343921,0.006251056,0.0008941555,0.002307608,0.7327811],"category_scores_gemma":[0.002752546,0.0003752694,0.0003172734,0.002111708,0.001004952,0.002800988,0.002549834,0.002599445,0.5819278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001864397,"about_ca_system_score_gemma":0.003337524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01624878,"about_ca_topic_score_gemma":0.03353846,"domain_scores_codex":[0.999525,0.00004015901,0.00002999246,0.00007693411,0.0002468757,0.00008107531],"domain_scores_gemma":[0.9986657,0.0001764035,0.00008119697,0.0001325656,0.0005494368,0.0003947799],"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":[0.00002733264,0.00001411106,0.00008329161,0.0001136513,0.000001663841,0.0000377371,0.0000304518,0.0001259425,0.0001428592,0.005145333,0.9435947,0.05068295],"study_design_scores_gemma":[0.000003093729,0.000004828939,0.0001571456,0.0000730071,4.865062e-7,0.00001112073,0.00002864493,0.00004772173,0.00005451635,0.0003788395,0.9992385,0.000002183355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000417472,0.001623986,0.0007715793,0.005169526,0.004914647,0.00007992679,0.004801969,0.000867196,0.9813536],"genre_scores_gemma":[0.0006974002,0.0008824322,0.0001777199,0.0002316349,0.0001490664,0.0000218625,0.000933993,0.0002192169,0.9966865],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9837512,"threshold_uncertainty_score":0.3811554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005815863871539839,"score_gpt":0.2041638905187121,"score_spread":0.1983480266471723,"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."}}