{"id":"W7099143032","doi":"","title":"Article OPEN ACCESS Remote Sensing","year":2010,"lang":"en","type":"article","venue":"","topic":"Biological Control of Invasive Species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lidar; Storm surge; Bathymetry; Flood myth; Flooding (psychology); Shore; Storm; Coastal flood","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":[0.0004871394,0.000559816,0.0004314972,0.002324664,0.0008223154,0.002258208,0.001297058,0.0008501998,0.1945969],"category_scores_gemma":[0.001305157,0.0001957486,0.0003363507,0.002059412,0.000281746,0.001073425,0.001252049,0.0005322242,0.1196895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001122183,"about_ca_system_score_gemma":0.001388672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09169392,"about_ca_topic_score_gemma":0.0740977,"domain_scores_codex":[0.9993564,0.00005215676,0.00003117448,0.000116342,0.0003559536,0.00008783908],"domain_scores_gemma":[0.9991481,0.00006844662,0.00003644823,0.0001378171,0.00054316,0.0000660341],"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":[0.0001051457,0.0001032556,0.004135177,0.000278769,0.00003883418,0.0002658642,0.0001717901,0.001958818,0.006977525,0.004541204,0.3456938,0.6357298],"study_design_scores_gemma":[0.00003878776,0.00002386502,0.01181027,0.0001441014,0.00001726309,0.0002179903,0.0003102892,0.007598017,0.001868106,0.00226332,0.9756732,0.00003479987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01604787,0.001779746,0.05321732,0.002165335,0.001037233,0.0006038506,0.05590905,0.01189659,0.8573431],"genre_scores_gemma":[0.1763451,0.002288306,0.0475694,0.001513785,0.0005736629,0.0005023447,0.1177639,0.00179558,0.6516479],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8054031,"threshold_uncertainty_score":0.6509915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08413545199967598,"score_gpt":0.3132244897030652,"score_spread":0.2290890377033892,"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."}}