{"id":"W7095939193","doi":"","title":"MANAGING","year":2016,"lang":"en","type":"article","venue":"","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Estuary; Bay; Shore; Resource (disambiguation); Population; Flood myth","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":[],"category_scores_codex":[0.00482299,0.0005317972,0.000297375,0.00119917,0.006505906,0.009192282,0.001839556,0.002022139,0.0398252],"category_scores_gemma":[0.008962512,0.0002343956,0.0002915646,0.001222504,0.004612179,0.008319759,0.00856071,0.002871846,0.009046796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004079442,"about_ca_system_score_gemma":0.01083426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004530294,"about_ca_topic_score_gemma":0.01205167,"domain_scores_codex":[0.9954483,0.001293587,0.0001845945,0.00084988,0.001247771,0.000975788],"domain_scores_gemma":[0.9923902,0.0007997653,0.0008407728,0.000736597,0.001626845,0.003605727],"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":[0.00004731938,0.0002288645,0.01308016,0.0002726278,0.00005782612,0.0009701871,0.03431373,0.0005697315,0.001699109,0.2420247,0.3628966,0.3438392],"study_design_scores_gemma":[0.000003901987,0.00003732071,0.002118839,0.0001928103,0.000008236631,0.0002750365,0.0103052,0.0001862446,0.0001801294,0.02147953,0.9651974,0.00001535813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03301907,0.005913253,0.0267659,0.1543142,0.003997417,0.0003058644,0.0001685034,0.0004365319,0.7750793],"genre_scores_gemma":[0.4044445,0.008329305,0.01756281,0.04242664,0.002637631,0.0003724088,0.0005376411,0.0003497875,0.5233393],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9601748,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005014025717720284,"score_gpt":0.1764677631033177,"score_spread":0.1714537373855974,"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."}}