{"id":"W6927517265","doi":"10.34943/d8e9c726-2eec-4503-ac9f-b169ebe7d3b4","title":"Patricia Bay Sediment Trap Deployed 2011-10-02","year":2013,"lang":"en","type":"dataset","venue":"Ocean Networks Canada Society","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sediment trap; Bay; Sediment; Settling; Trap (plumbing); Sampling (signal processing); Hydrology (agriculture)","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.0008585689,0.00178736,0.001578345,0.00009387809,0.0007182268,0.0002835397,0.002046432,0.001702694,0.004562686],"category_scores_gemma":[0.00004760173,0.001796041,0.001039363,0.0008571086,0.0002941194,0.0002386631,0.0004515588,0.002777796,0.0004228356],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004377875,"about_ca_system_score_gemma":0.004473292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8037004,"about_ca_topic_score_gemma":0.836858,"domain_scores_codex":[0.9914008,0.0003788731,0.001334433,0.00176095,0.002471944,0.002652977],"domain_scores_gemma":[0.9940997,0.0005307578,0.001170151,0.002475976,0.0003956051,0.001327747],"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":[0.00002414946,0.0001353783,0.00007005168,0.0001426661,0.00106921,0.00008967433,0.00002518061,0.004203802,5.280899e-7,0.000001584059,0.9940378,0.0001999576],"study_design_scores_gemma":[0.001056541,0.00007416384,0.0001927852,0.0001134541,0.0008042173,0.00001793315,0.0001331023,0.005352292,0.000001900847,0.000006840739,0.990415,0.001831752],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001302131,0.00373724,0.00002919235,0.0003062616,0.002925657,0.00145314,0.9910643,0.0003095835,0.00004438337],"genre_scores_gemma":[0.0002935249,0.00149979,0.0001949358,0.004619997,0.003181285,0.00007557518,0.9871126,0.0005723023,0.002449939],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03315768,"threshold_uncertainty_score":0.9995933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008667959870517841,"score_gpt":0.2012716578640813,"score_spread":0.1926036979935635,"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."}}