{"id":"W4253680726","doi":"10.1002/lob.200615360","title":"<i>L&amp;O</i> FEATURED ARTICLES","year":2006,"lang":"en","type":"article","venue":"Limnology and Oceanography Bulletin","topic":"Fish Ecology and Management Studies","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; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001023567,0.0006975549,0.0008942756,0.003102641,0.001849123,0.003520737,0.001455627,0.00199337,0.626535],"category_scores_gemma":[0.003950162,0.0003328749,0.0005601816,0.001714739,0.0004167685,0.001421495,0.001359744,0.001490051,0.3995074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001512369,"about_ca_system_score_gemma":0.002063345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005973885,"about_ca_topic_score_gemma":0.02075627,"domain_scores_codex":[0.9993314,0.00003839143,0.00002599567,0.00005342131,0.0004496671,0.0001012348],"domain_scores_gemma":[0.9946324,0.0005838351,0.0001895115,0.0002972937,0.00294427,0.001352714],"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":[0.00001714793,0.00001508442,0.00004772867,0.00004148682,8.773885e-7,0.00001667695,0.000003401391,0.00001107495,0.00008767026,0.0001849694,0.9846408,0.01493313],"study_design_scores_gemma":[0.00001502829,0.00002061353,0.0009232655,0.00005221587,0.000003233978,0.0000206807,0.00001762621,0.00006055425,0.0002698894,0.0003890089,0.9982206,0.000007319212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00112924,0.002006503,0.001162577,0.02965942,0.09374579,0.0005299441,0.01043817,0.002877594,0.8584507],"genre_scores_gemma":[0.001275488,0.000474608,0.000334227,0.003057594,0.01473154,0.00007111198,0.001852399,0.0004250052,0.9777779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.373465,"threshold_uncertainty_score":0.5327024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004349262125731838,"score_gpt":0.1732707862616749,"score_spread":0.168921524135943,"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."}}