{"id":"W4411617496","doi":"10.51847/evf9puj","title":"10.51847/EVf9Puj","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"BENGAL; Vegetation (pathology); West bengal; Geography; Oceanography; Geology; Socioeconomics; Bay; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005623946,0.001017989,0.0005352306,0.002334576,0.001392633,0.003330837,0.0009907802,0.002707645,0.9515525],"category_scores_gemma":[0.0009718858,0.0003746304,0.0005102399,0.001752891,0.0006711544,0.002241088,0.00184036,0.001009342,0.9449525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000790963,"about_ca_system_score_gemma":0.0006729994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003962774,"about_ca_topic_score_gemma":0.003292701,"domain_scores_codex":[0.9995971,0.00002909154,0.0000276088,0.0001126384,0.0001287578,0.0001047052],"domain_scores_gemma":[0.9992808,0.0001136517,0.00003882734,0.0001261548,0.0002522682,0.000188377],"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":[0.0001714441,0.0002738186,0.00234665,0.0001953024,0.00001643248,0.0002750226,0.00009872592,0.0002903374,0.002603289,0.004191007,0.2420064,0.7475316],"study_design_scores_gemma":[0.00003743618,0.00006604669,0.002826787,0.0001717187,0.00001114194,0.0004299316,0.0001516887,0.0004072155,0.0007457848,0.001290394,0.9938452,0.00001666141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002960709,0.000622645,0.002031559,0.0009464902,0.0008641318,0.00007908784,0.001791302,0.001629547,0.9890744],"genre_scores_gemma":[0.005576895,0.0002739146,0.001051752,0.0003080706,0.0001150048,0.00003898213,0.001339814,0.0002317409,0.9910638],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04844749,"threshold_uncertainty_score":0.06910437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002865172384268139,"score_gpt":0.1504597777773624,"score_spread":0.1475946053930942,"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."}}