{"id":"W4399761508","doi":"10.22459/sa.2024.03","title":"Oceanography of the Salish Sea","year":2024,"lang":"en","type":"book-chapter","venue":"ANU Press eBooks","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oceanography; Geology","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":[0.00009939588,0.0001840854,0.0001822566,0.00003137422,0.00004626821,0.00004266866,0.0006093217,0.0001709437,0.003605776],"category_scores_gemma":[0.000004419219,0.0001260116,0.0002347416,0.00001248117,0.0005727687,0.00003123823,0.001303505,0.000420584,0.00007422558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002451767,"about_ca_system_score_gemma":0.00001149639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001330529,"about_ca_topic_score_gemma":0.0001251198,"domain_scores_codex":[0.9987659,0.00001294763,0.0002007106,0.0003016553,0.0005193814,0.0001993368],"domain_scores_gemma":[0.9992175,0.00002751506,0.0000727273,0.0006107868,0.0000102792,0.00006122074],"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":[0.0001083354,0.00005721431,0.00642583,0.0009555152,0.0006612869,0.0001426175,0.002972414,0.000009896306,0.0002849727,0.2926892,0.5306681,0.1650246],"study_design_scores_gemma":[0.00004395016,0.00002697774,0.0000642415,0.00003582528,0.00003420582,0.00000284429,0.000002445659,0.00001447827,0.0003030012,0.03653003,0.9628025,0.0001394576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002012716,0.00006681905,0.000001222597,0.00001987989,0.0001691481,0.0002674343,0.0000645788,0.00002898809,0.9991807],"genre_scores_gemma":[0.001361926,0.00005756718,0.0000164584,0.0001034002,0.00007125702,0.00001050761,0.000006453572,0.00003864675,0.9983338],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4321344,"threshold_uncertainty_score":0.997305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02287436824824861,"score_gpt":0.2257125206011076,"score_spread":0.202838152352859,"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."}}