{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001206042,0.0004672663,0.0004076133,0.000436224,0.002230303,0.003291104,0.0006965761,0.002050529,0.01520848],"category_scores_gemma":[0.004318063,0.0002999336,0.0003938392,0.0003767413,0.00341354,0.006228898,0.004691001,0.003986935,0.003853897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007876498,"about_ca_system_score_gemma":0.001538624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003837892,"about_ca_topic_score_gemma":0.007132138,"domain_scores_codex":[0.9993595,0.0001104036,0.00001740625,0.00010808,0.000268452,0.0001361192],"domain_scores_gemma":[0.9973146,0.0006091463,0.0002891205,0.0006960767,0.0004383566,0.0006526709],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008404346,0.000364324,0.05816684,0.0004723506,0.0002060509,0.0008964622,0.01113714,0.001677699,0.06169233,0.2643856,0.08451644,0.5156444],"study_design_scores_gemma":[0.00007018699,0.0005016144,0.03104456,0.0004592993,0.0001475092,0.001163989,0.02043209,0.00403682,0.02319331,0.284651,0.6341146,0.0001849626],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3519599,0.008242651,0.1841722,0.09643485,0.009322214,0.0001341063,0.001245694,0.001584749,0.3469035],"genre_scores_gemma":[0.8191144,0.002391987,0.03887416,0.009289684,0.000805078,0.00008719425,0.0004680386,0.0004698503,0.1284996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01520848,"threshold_uncertainty_score":0.05087745,"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."}}