{"id":"W7099855493","doi":"","title":"in Fulfilment of the RequirE.'rnents of Geography 4C6","year":2016,"lang":"en","type":"article","venue":"","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fetch; Shore; Vegetation (pathology); Beach ridge; Scale (ratio); Hydrology (agriculture)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003956578,0.0007809511,0.001086875,0.001275892,0.0027253,0.005602686,0.001901157,0.003484237,0.7581275],"category_scores_gemma":[0.01753806,0.0004548298,0.0005601592,0.001041239,0.001301427,0.001999109,0.00663026,0.001518104,0.7182788],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002094431,"about_ca_system_score_gemma":0.01008237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009044838,"about_ca_topic_score_gemma":0.02622335,"domain_scores_codex":[0.9964371,0.0007538041,0.0003104923,0.0005022165,0.001148665,0.0008477342],"domain_scores_gemma":[0.981296,0.001694576,0.0006618749,0.002715182,0.007720952,0.005911406],"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":[0.0001062333,0.00006498959,0.001560497,0.0001575184,0.000005469612,0.0003906563,0.0002541826,0.0001508827,0.00133049,0.003489995,0.9413535,0.05113553],"study_design_scores_gemma":[0.000009068204,0.00002299882,0.001803143,0.00004941418,0.00000124161,0.00009185695,0.0002358152,0.0001144079,0.00009377092,0.0002736746,0.9972996,0.000004965815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005367975,0.0008426599,0.002889733,0.05388154,0.01506857,0.001421584,0.005667555,0.001118457,0.9137419],"genre_scores_gemma":[0.00523654,0.0002758905,0.000684236,0.002648796,0.0008166775,0.0003177212,0.0008951302,0.0002128562,0.9889121],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2418725,"threshold_uncertainty_score":0.3450017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02301423674323537,"score_gpt":0.2518766259327179,"score_spread":0.2288623891894826,"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."}}