{"id":"W6909232075","doi":"10.34943/1a6080e7-f741-4fcb-a8f0-8274e5df05ae","title":"Barkley Canyon Multibeam Non-rotating Sonar Deployed 2022-05-20","year":2022,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"Experimental and Theoretical Physics Studies","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Canyon; Sonar; Submarine canyon; Submarine; Water column; Continental shelf","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001629207,0.0006646381,0.0006860698,0.00001404952,0.001140627,0.00007522428,0.0006063787,0.0001261001,0.003278301],"category_scores_gemma":[0.000002594628,0.0006733675,0.00049018,0.0002839506,0.0002046155,0.00006583748,0.0006934415,0.001426478,0.000001250485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000400683,"about_ca_system_score_gemma":0.0006449011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4474279,"about_ca_topic_score_gemma":0.07587816,"domain_scores_codex":[0.997174,0.00009126177,0.0004610204,0.0007253923,0.0006421258,0.0009062001],"domain_scores_gemma":[0.9986042,0.000223146,0.000309223,0.000514197,0.00005996539,0.0002892948],"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":[0.000009819639,0.0001052444,0.0001760552,0.00004058829,0.0006086402,0.00001341625,0.0001471739,0.002148578,0.000002793327,0.00068543,0.9955736,0.0004886106],"study_design_scores_gemma":[0.0005868839,0.00006270094,0.00001031375,0.00007153502,0.0001807763,9.57658e-7,0.002649002,0.003437008,0.00001493102,0.001393732,0.9906691,0.000923039],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003702004,0.0006125409,0.0001133542,0.000119261,0.001254289,0.0004601548,0.9961041,0.00003457919,0.0009314863],"genre_scores_gemma":[0.02000785,0.00008460105,0.0001308561,0.0009871462,0.001768448,0.00008632376,0.976393,0.00009704283,0.0004446926],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3715497,"threshold_uncertainty_score":0.9995717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003657040918040172,"score_gpt":0.203814472710128,"score_spread":0.2001574317920878,"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."}}