{"id":"W2803390856","doi":"10.1002/lob.200211237","title":"WHEN YOUR ADDRESS CHANGES…","year":2002,"lang":"en","type":"article","venue":"Limnology and Oceanography Bulletin","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canmore Museum and Geoscience Centre","funders":"","keywords":"Limnology; Citation; Library science; Associate editor; History; Oceanography; Computer science; Geology","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":["insufficient_payload"],"category_scores_codex":[0.00007638797,0.0001215891,0.0001095072,0.00006213709,0.000129874,0.00001676157,0.0001462939,0.00006695034,0.01982437],"category_scores_gemma":[0.000007148422,0.0001071716,0.0000415231,0.0001129371,0.0002577035,0.00002361857,0.001067894,0.0001086186,0.0008655977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005771111,"about_ca_system_score_gemma":2.289752e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006949583,"about_ca_topic_score_gemma":0.00009195846,"domain_scores_codex":[0.999226,0.00003253725,0.00009043502,0.0002812881,0.00009383367,0.0002758953],"domain_scores_gemma":[0.9997,0.00001766064,0.00003431242,0.0001697712,0.00000259332,0.00007563366],"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":[0.00003281023,0.0002313707,0.111791,0.00002277401,0.00005741675,0.00006545911,0.001201902,0.000006468107,0.0001365361,0.001819301,0.5730051,0.3116298],"study_design_scores_gemma":[0.0003193792,0.000149923,0.03737118,0.000004413359,0.00001833337,0.00001507496,0.0001211388,0.00003794798,0.00004818238,0.001966244,0.9597833,0.0001648503],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4111694,0.0009370078,0.0001322964,0.05647587,0.000342356,0.0003861708,0.000009822234,0.0002358502,0.5303112],"genre_scores_gemma":[0.979556,0.0006767854,0.0005246683,0.003108604,0.00005494977,0.00001865063,0.000004093524,0.00001058021,0.01604566],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5683866,"threshold_uncertainty_score":0.9999123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01445778072923678,"score_gpt":0.1876811259147471,"score_spread":0.1732233451855103,"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."}}