{"id":"W4406534812","doi":"10.1016/0967-0653(93)94929-s","title":"10.1016/0967-0653(93)94929-s","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Plant and soil sciences","field":"Agricultural and Biological Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Mangrove; Biomass (ecology); Forestry; Agroforestry; Geography; Environmental science; Ecology; Biology","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":[0.0001703254,0.0001020465,0.0001156166,0.000007966752,0.0001821224,0.00008730482,0.000357539,0.00005407683,0.9964757],"category_scores_gemma":[0.00001957696,0.00003538688,0.00005398337,0.0003250012,0.00004153445,0.0001329644,0.00003236917,0.00005830162,0.9914675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009155832,"about_ca_system_score_gemma":0.000004518209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001260076,"about_ca_topic_score_gemma":0.00001470901,"domain_scores_codex":[0.9991144,0.00003238771,0.0001155437,0.0002327897,0.0002080745,0.0002968206],"domain_scores_gemma":[0.9996746,0.00007769615,0.00001934875,0.00004281373,0.00002173015,0.0001638586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001694058,0.0000221602,0.000001485973,3.871773e-7,0.000002014923,0.000002877192,0.000007666941,0.000004291473,0.0009902893,0.000001000507,0.1079058,0.8910451],"study_design_scores_gemma":[0.00003207513,0.000150757,0.001225026,0.000005397477,0.000003118925,0.000006136451,0.000003068325,0.00005573364,0.0001260722,0.00002236685,0.9982309,0.0001393133],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07746612,0.00003199227,6.020781e-9,0.0008942518,0.00000195132,0.00008026645,0.00003005159,0.00009332477,0.921402],"genre_scores_gemma":[0.003774803,5.921991e-7,0.00001174179,0.00007898637,0.0002047028,0.000006347923,0.00003382909,4.401572e-7,0.9958885],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8909058,"threshold_uncertainty_score":0.1443035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008901701148404734,"score_gpt":0.148829182557476,"score_spread":0.1399274814090712,"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."}}