{"id":"W1994954441","doi":"10.1038/4531180a","title":"The end of the line?","year":2008,"lang":"en","type":"article","venue":"Nature","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Line (geometry); Mathematics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.006825678,0.0005797736,0.0009251226,0.0008595515,0.005755726,0.01199713,0.002251556,0.0147765,0.06733336],"category_scores_gemma":[0.0239367,0.0003090515,0.000630826,0.0009801978,0.01407461,0.03568785,0.005970188,0.0174561,0.01950699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003670753,"about_ca_system_score_gemma":0.007518372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01100545,"about_ca_topic_score_gemma":0.0157577,"domain_scores_codex":[0.9952004,0.001626772,0.0001724393,0.0007872415,0.001179896,0.001033229],"domain_scores_gemma":[0.9916916,0.001781004,0.000521862,0.0007122964,0.002555248,0.002737979],"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":[0.000126225,0.0000738222,0.001513316,0.0001237373,0.00002711494,0.0002655561,0.002437892,0.000101756,0.0003137533,0.4061349,0.5200847,0.06879714],"study_design_scores_gemma":[0.00001998039,0.00003853839,0.0009153163,0.0005108734,0.00001335219,0.0001820222,0.009864285,0.000114487,0.0001696943,0.1654276,0.8227085,0.00003537483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002878234,0.01017974,0.001600426,0.8940883,0.01036348,0.000008959944,0.0000899169,0.00007634541,0.08071461],"genre_scores_gemma":[0.1970064,0.0187958,0.004172156,0.554839,0.01347442,0.00008859192,0.0003188532,0.0004533996,0.2108513],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06733336,"threshold_uncertainty_score":0.2252526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003928598024796949,"score_gpt":0.1876685636772588,"score_spread":0.1837399656524619,"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."}}