{"id":"W3206544456","doi":"10.2112/jcr-si100-beach-072.1","title":"Canada, British Columbia, Graham Island, Gulf of Alaska Coast","year":2021,"lang":"en","type":"article","venue":"Journal of Coastal Research","topic":"Marine and coastal plant biology","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Oceanography; Geology; Barrier island; Geography; Archaeology; Shore","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001120874,0.00006899055,0.0003220639,0.00007443597,0.0001383514,0.0001592522,0.0003343312,0.00007154002,0.007042502],"category_scores_gemma":[0.0004764613,0.0000797277,0.00009141834,0.0004117953,0.0001553837,0.0001397625,0.00009122246,0.0005583564,0.00001118541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009371349,"about_ca_system_score_gemma":0.003186501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.983165,"about_ca_topic_score_gemma":0.9998673,"domain_scores_codex":[0.9975061,0.0003108196,0.0004909557,0.000150063,0.001101054,0.0004409621],"domain_scores_gemma":[0.9978876,0.0005398298,0.0001721737,0.0001389352,0.001004442,0.0002570679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001296342,0.00005842272,0.496727,0.00005541088,0.00006700004,0.003700087,0.00003147787,0.00008273115,0.0002908835,0.000005969159,0.2622453,0.236606],"study_design_scores_gemma":[0.0009820862,0.001040213,0.6532037,0.0001673372,0.00001372965,0.005303183,0.001353496,0.000136695,0.0005429797,0.0009712168,0.3360844,0.000201009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9636962,0.0008235104,0.00002715119,0.000456074,0.0004016279,0.00006484437,0.0009592804,0.000002163752,0.03356911],"genre_scores_gemma":[0.9742402,0.0004738907,0.00009055677,0.0001042123,0.0002071935,1.744716e-7,0.00008414459,0.000003288974,0.02479635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.236405,"threshold_uncertainty_score":0.9938652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02374110993134699,"score_gpt":0.254968000977481,"score_spread":0.231226891046134,"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."}}