{"id":"W2275802520","doi":"10.1594/pangaea.828393","title":"Data collection of Calanus finmarchicus reproduction life history traits in the North Atlantic Ocean","year":2014,"lang":"en","type":"dataset","venue":"Figshare","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Seventh Framework Programme","keywords":"Calanus finmarchicus; Reproduction; Calanus; Oceanography; Biology; Geography; Ecology; Crustacean; Geology; Copepod","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002485284,0.0001519524,0.0002073462,0.00007334959,0.00006045752,0.00001685721,0.001377693,0.0001297983,0.2738183],"category_scores_gemma":[0.002162782,0.0001179178,0.00003681832,0.0003031796,0.00004385538,0.0001186308,0.0008061686,0.0005304748,0.0007791299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001883336,"about_ca_system_score_gemma":0.00009639545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00464372,"about_ca_topic_score_gemma":0.01515436,"domain_scores_codex":[0.9982204,0.0001992249,0.0002688848,0.0005630855,0.0005278714,0.0002205625],"domain_scores_gemma":[0.9982762,0.0001235288,0.0001691183,0.001360205,0.00001282794,0.00005805973],"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":[0.00001755395,0.00005338605,0.001272622,0.0002236253,0.000006872589,0.00001095532,0.00004323369,0.000009961726,1.858213e-7,2.101173e-8,0.9975236,0.0008379746],"study_design_scores_gemma":[0.0000910348,0.00005926141,0.03478304,0.00006211622,0.000008548237,0.000009842636,0.000005230365,0.0001359917,1.793572e-7,0.000001012994,0.9647231,0.000120664],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000125898,0.00002691952,7.245346e-8,0.00007813871,0.00006843369,0.0003586514,0.9961891,0.000007997998,0.003144854],"genre_scores_gemma":[0.0002270206,0.00003850908,0.000004819447,0.0001150378,0.0001766013,0.00003975662,0.9988657,0.000009920477,0.000522632],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2730391,"threshold_uncertainty_score":0.9999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07685963499525317,"score_gpt":0.2592953610417831,"score_spread":0.18243572604653,"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."}}