{"id":"W641919964","doi":"10.1016/s0967-0653(98)82275-8","title":"10.1016/s0967-0653(98)82275-8","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Arctic; Relation (database); Geography; The arctic; Physical geography; Oceanography; Climatology; Geology; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.00007909831,0.00008022805,0.0000903416,0.00001277482,0.0001937475,0.000008564014,0.0001757707,0.00004881289,0.999817],"category_scores_gemma":[0.0000112731,0.0000724645,0.00003216467,0.0001064982,0.0001167299,0.00007361316,0.0001444459,0.00006154094,0.9998891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000047594,"about_ca_system_score_gemma":0.000001924257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000598906,"about_ca_topic_score_gemma":0.000005656663,"domain_scores_codex":[0.9994346,0.00002066916,0.00006475575,0.0001818816,0.00009692475,0.0002011193],"domain_scores_gemma":[0.9997693,0.00002287768,0.00001211099,0.0001221783,0.000002709151,0.00007084851],"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":[0.00002777077,0.00003625673,0.00002877299,6.908603e-7,0.000009668272,0.000005879328,0.00003734111,0.00003534482,0.000007578826,9.412896e-8,0.8318109,0.1679997],"study_design_scores_gemma":[0.0001075334,0.00009172721,0.002776673,0.000001479901,0.00001072046,0.000002100659,0.000002915094,0.000009602941,0.00004537995,0.000005869006,0.9968416,0.0001043693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004453955,0.00001102548,6.741281e-8,0.0006790225,0.00000127026,0.0000849283,0.000008589588,0.00005028682,0.9947109],"genre_scores_gemma":[0.0002919804,4.195116e-7,0.00008245859,0.0001427826,0.0000248416,0.000003623852,0.00000342419,0.000003138579,0.9994473],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1678953,"threshold_uncertainty_score":0.2955016,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005852650776447203,"score_gpt":0.152302993031478,"score_spread":0.1464503422550308,"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."}}