{"id":"W6894291637","doi":"10.5285/f803893c-7978-42cf-993a-e0886dc32a9a","title":"Zooplankton picked from a sediment trap (400 m depth) at the P3 observation site, Northeast Scotia Sea, throughout 2018","year":2024,"lang":"en","type":"dataset","venue":"NERC Environmental Data Service","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Zooplankton; Sediment trap; Nova scotia; Cruise; Sediment; Pelagic zone","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":[],"consensus_categories":[],"category_scores_codex":[0.0002874931,0.0009672527,0.0004424668,0.001632777,0.0005412904,0.000782737,0.0008732046,0.0005248227,0.01275526],"category_scores_gemma":[0.001124546,0.000357567,0.000367541,0.003101154,0.0002115995,0.0003339129,0.0007501541,0.0005085972,0.01252797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00141441,"about_ca_system_score_gemma":0.002041186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3249661,"about_ca_topic_score_gemma":0.4578405,"domain_scores_codex":[0.9997206,0.00001634335,0.00002607529,0.00007795526,0.00009853228,0.00006033724],"domain_scores_gemma":[0.9991385,0.00006578041,0.0001548155,0.0001087852,0.0004397173,0.00009237733],"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":[0.0001381445,0.00003664988,0.04055984,0.000707006,0.00007172133,0.0001561102,0.000121853,0.000758853,0.000825949,0.0003387734,0.9480256,0.008259517],"study_design_scores_gemma":[0.0001468003,0.00003289422,0.2466422,0.0003330832,0.00004207359,0.000101,0.0004055784,0.001049517,0.001098494,0.0003479775,0.7497597,0.00004065579],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002573737,0.000042907,0.00005861101,0.00002382197,0.00001700756,0.00001231712,0.9964197,0.00006868993,0.0007833127],"genre_scores_gemma":[0.004916036,0.00005046246,0.0003682389,0.00002918653,0.000005958876,0.00007271371,0.9924694,0.00002044639,0.002067629],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3249661,"threshold_uncertainty_score":0.6461492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03918838562469664,"score_gpt":0.2672782310163083,"score_spread":0.2280898453916116,"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."}}