{"id":"W377829370","doi":"10.1371/journal.pone.0127884","title":"Novel Use of PIT Tags in Sea Cucumbers: Promising Results with the Commercial Species Cucumaria frondosa","year":2015,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Echinoderm biology and ecology","field":"Agricultural and Biological Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Division of Ocean Sciences","keywords":"Biology; Tentacle (botany); Bulb; Zoology; Fishery; Ecology; Anatomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005085098,0.0008342019,0.0002838428,0.000246669,0.0002107054,0.0003496724,0.0004341938,0.0005003323,0.0006979203],"category_scores_gemma":[0.0005592696,0.0001623022,0.000325609,0.0001944715,0.0003312862,0.0004765058,0.0002766251,0.0003607063,0.0002651213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002321158,"about_ca_system_score_gemma":0.0001415156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001587533,"about_ca_topic_score_gemma":0.003843264,"domain_scores_codex":[0.999768,0.00005836768,0.0000121097,0.00008568889,0.00005090201,0.00002495778],"domain_scores_gemma":[0.9996138,0.00009042166,0.0001264366,0.00004467574,0.0000797042,0.00004496262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002811804,0.00007626249,0.005622751,0.0001919319,0.00002158285,0.0001395438,0.0001254696,0.0002131965,0.9765897,0.00002366157,0.00004165784,0.01667315],"study_design_scores_gemma":[0.00003543784,0.01236906,0.1125431,0.00005224284,0.0002770597,0.002348686,0.0004245249,0.00349586,0.8636684,0.00006127702,0.004638079,0.00008626869],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889463,0.001645083,0.008319081,0.00006516759,0.00004075211,0.0001231279,0.0002049826,0.0001020269,0.0005534704],"genre_scores_gemma":[0.9693847,0.001806815,0.02481004,0.0000724916,0.0000323391,0.00009320844,0.0005462023,0.00004814869,0.003206048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001587533,"threshold_uncertainty_score":0.003156543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1880414749728209,"score_gpt":0.2182752739255227,"score_spread":0.03023379895270181,"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."}}