{"id":"W6906688803","doi":"10.17895/ices.pub.24753156.v1","title":"Estimation of latitudinal shift of Calanus from 1959 to 2004 using generalized additive models","year":2013,"lang":"en","type":"other","venue":"Open MIND","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Calanus finmarchicus; Zooplankton; Generalized additive model; Population; Plankton; Calanus; Habitat; Arctic","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":[0.0009215684,0.000375864,0.0002783195,0.001052312,0.0002249646,0.0005042506,0.0004444132,0.0002412967,0.001316731],"category_scores_gemma":[0.002285861,0.0001869051,0.001126503,0.0009984139,0.0001480698,0.000237546,0.0004178283,0.0002921659,0.0003569586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005759416,"about_ca_system_score_gemma":0.0005582641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06348934,"about_ca_topic_score_gemma":0.08604957,"domain_scores_codex":[0.9995406,0.0001585492,0.00002573238,0.000174132,0.00005157622,0.00004945961],"domain_scores_gemma":[0.9994451,0.0002328908,0.0001055383,0.00007911307,0.0001034406,0.0000338138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000298328,0.00008644252,0.7387071,0.00008327951,0.0008627201,0.0002025825,0.0003061083,0.1631359,0.00342382,0.001450808,0.00179993,0.08964302],"study_design_scores_gemma":[0.00001840398,0.0001212183,0.5438526,0.00003083678,0.0002082018,0.00007901973,0.0002970019,0.4496516,0.0008955314,0.001256088,0.003552003,0.00003750197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592611,0.000270569,0.0361352,0.0001440307,0.00004665524,0.00002666354,0.002035139,0.0003629071,0.001717769],"genre_scores_gemma":[0.9882279,0.00008283737,0.008442025,0.00001614387,0.000009192984,0.0000222972,0.002197415,0.00002502618,0.0009771785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06348934,"threshold_uncertainty_score":0.1262396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08339766869588992,"score_gpt":0.3425262162100213,"score_spread":0.2591285475141313,"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."}}