{"id":"W2060118671","doi":"10.1017/s0025315499001691","title":"New type of hand-held corer for meiofaunal sampling and vertical profile investigation: a comparative study","year":2000,"lang":"en","type":"article","venue":"Journal of the Marine Biological Association of the United Kingdom","topic":"Marine Biology and Ecology Research","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Coring; Meiobenthos; Sampling (signal processing); Geology; Extrusive; Core (optical fiber); Compression (physics); Sediment; Drilling; Paleontology; Engineering; Materials science; Mechanical engineering; Composite material","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00109888,0.00007452311,0.0002597954,0.00005279576,0.0001768963,0.00001360931,0.0002894043,0.0001130301,0.001159562],"category_scores_gemma":[0.001147739,0.00003415352,0.00008491873,0.0002962751,0.000159577,0.00003761866,0.00006103898,0.0002532622,0.000002469239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001339039,"about_ca_system_score_gemma":0.00007668768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003811531,"about_ca_topic_score_gemma":0.0002778073,"domain_scores_codex":[0.9988017,0.0004280919,0.000375799,0.0000833206,0.0001753977,0.0001356544],"domain_scores_gemma":[0.9981715,0.001104823,0.0003420082,0.00008069565,0.0002450124,0.00005593811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005943293,0.00004393269,0.9973546,0.000004078463,0.0001115278,1.756415e-7,0.0001421666,0.0002711466,0.0001453773,0.00007205095,0.000526299,0.0007343327],"study_design_scores_gemma":[0.0007197775,0.0009785163,0.9938604,0.00001198931,0.00004481397,0.000004832182,0.0000587443,0.0008728258,0.000267254,0.001889601,0.001249427,0.00004182091],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978025,0.00001475974,0.000006313433,0.001498281,0.0001898314,0.0002599622,0.000007934455,0.000002298551,0.0002181406],"genre_scores_gemma":[0.9988358,0.000008015406,0.0002977981,0.0001229669,0.00009782994,5.145637e-7,0.00001109008,0.00000101523,0.0006249805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003494185,"threshold_uncertainty_score":0.9997535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1407532307742788,"score_gpt":0.325551986445229,"score_spread":0.1847987556709503,"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."}}