{"id":"W4406439066","doi":"10.1016/0967-0653(94)91556-3","title":"10.1016/0967-0653(94)91556-3","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Aquatic Ecosystems and Biodiversity","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Reef; Sediment; Coral reef; Coral; Oceanography; Geology; Environmental science; Geomorphology","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":[0.0001381272,0.00009535782,0.0001055372,0.00001291451,0.0001158824,0.00002179157,0.0002242209,0.00004697748,0.9996907],"category_scores_gemma":[0.000009071308,0.00008381387,0.00004266932,0.0001317403,0.00004224936,0.0001032567,0.0001023826,0.00005438572,0.9997146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007955827,"about_ca_system_score_gemma":0.000003530195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003770032,"about_ca_topic_score_gemma":0.000003501351,"domain_scores_codex":[0.9992297,0.00002582457,0.0001095355,0.0002160617,0.0002035437,0.0002153349],"domain_scores_gemma":[0.9996077,0.00001616033,0.0000224785,0.0002085731,0.000003021511,0.0001420017],"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":[0.00001808789,0.00003853776,0.00001833384,0.000001858208,0.000005030115,0.000005567149,0.00002823491,0.00007475353,0.00004583514,1.713215e-7,0.6520526,0.3477109],"study_design_scores_gemma":[0.0001095562,0.00007130633,0.0005404461,0.000004595584,0.000007540506,0.000003670476,0.000001872153,0.0002648029,0.00004784363,0.00000388912,0.9988143,0.000130149],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01011904,0.000006342407,0.000001051735,0.0001516441,0.000001614009,0.0001393762,0.00001781778,0.00005344528,0.9895096],"genre_scores_gemma":[0.001470578,8.180461e-8,0.000132072,0.00005258149,0.00004737699,0.000003267259,0.000007031756,0.000005561359,0.9982815],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3475808,"threshold_uncertainty_score":0.341783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005813984833484706,"score_gpt":0.1459502529953541,"score_spread":0.1401362681618694,"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."}}