{"id":"W4246319661","doi":"10.2112/jcr-si101-fieldphoto19.1","title":"Stanhope Lane Beach, Prince Edward Island, Canada, October 1985","year":2020,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Oceanography; Geography; Beach nourishment; Archaeology; Plage; Fishery; Geology; Shore; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0005159454,0.0005964058,0.0003042728,0.001478221,0.003729951,0.001941021,0.001042144,0.0008806675,0.1296864],"category_scores_gemma":[0.001424513,0.0003570797,0.0002003525,0.001868557,0.0005006543,0.0008428495,0.000771635,0.0007793735,0.03941556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009068916,"about_ca_system_score_gemma":0.01081078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8111216,"about_ca_topic_score_gemma":0.9682431,"domain_scores_codex":[0.9996734,0.00001074696,0.0000119131,0.00002487515,0.0001995945,0.00007949412],"domain_scores_gemma":[0.9979473,0.00006263674,0.00002224149,0.00005143894,0.001698192,0.0002182458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002144282,0.00006034259,0.005335499,0.0001653626,0.00001065242,0.0002409943,0.0003561855,0.0002793573,0.0008274842,0.000998653,0.9254654,0.06604555],"study_design_scores_gemma":[0.00001252259,0.00002759415,0.02422468,0.000145407,0.00001223624,0.00005835574,0.001077409,0.0001574956,0.0006395128,0.0001590359,0.9734752,0.00001063181],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03363507,0.0146186,0.001559958,0.01103587,0.008514645,0.0005614649,0.01900331,0.0008278579,0.9102432],"genre_scores_gemma":[0.007264989,0.001725877,0.0002977226,0.0001918971,0.00008120877,0.00001546181,0.001695474,0.00004181027,0.9886856],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1888784,"threshold_uncertainty_score":0.4338444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02574017283512012,"score_gpt":0.2744781712461759,"score_spread":0.2487379984110557,"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."}}