{"id":"W2293188370","doi":"10.1126/science.aad5686","title":"Ending hide and seek at sea","year":2016,"lang":"en","type":"article","venue":"Science","topic":"Coral and Marine Ecosystems Studies","field":"Environmental Science","cited_by":226,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; Alfred P. Sloan Foundation","keywords":"Oceanography; Internet privacy; Computer science; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002304863,0.000047246,0.00004724773,0.00001559047,0.000300458,0.0000155684,0.0001345796,0.000006834083,0.0004280937],"category_scores_gemma":[0.00005707194,0.0000263928,0.000008577893,0.0001616245,0.000523934,0.0002630881,0.0008741078,0.00001293982,0.0004886001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001265672,"about_ca_system_score_gemma":0.000004522138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008767775,"about_ca_topic_score_gemma":0.0002634483,"domain_scores_codex":[0.9993179,0.00000553043,0.00005488087,0.0002302072,0.0001876036,0.0002038412],"domain_scores_gemma":[0.9997755,0.00002873635,0.00001976524,0.00009757082,0.000003258257,0.00007512902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000001793376,0.000003730255,0.8077077,0.000001751205,5.547537e-7,0.000002517746,0.0001027431,2.57325e-7,0.1476845,0.0001925405,0.001159904,0.04314197],"study_design_scores_gemma":[0.00009581164,0.00002611821,0.9369658,0.0000110851,0.000001451705,0.0000171145,0.00002656789,0.0000539065,0.008106792,0.0008278978,0.05377306,0.00009445805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664385,0.0000275055,0.00004664089,0.0007113575,0.000141475,0.00004553489,0.000001551474,0.0000216623,0.03256582],"genre_scores_gemma":[0.9909766,0.00002543684,0.000142164,0.00005498375,0.00001507089,0.000003674713,3.232768e-8,0.000001653731,0.008780372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1395777,"threshold_uncertainty_score":0.6280128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006821098569253219,"score_gpt":0.1971636784567601,"score_spread":0.1903425798875069,"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."}}