{"id":"W2008059600","doi":"10.1016/j.marpol.2004.06.006","title":"Catching some needed attention","year":2004,"lang":"en","type":"article","venue":"Marine Policy","topic":"Marine and fisheries research","field":"Environmental Science","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"The Internet; Business; Web site; Internet privacy; World Wide Web; Fishery; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001031261,0.00008446071,0.00007832822,0.00005670564,0.000107642,0.00004207231,0.0001883737,0.00003456309,0.005833298],"category_scores_gemma":[0.00005066833,0.0000782177,0.00004322169,0.0002727296,0.00007890887,0.0002417272,0.0007601824,0.0001221862,0.001085232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002446075,"about_ca_system_score_gemma":0.00002127333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1279671,"about_ca_topic_score_gemma":0.00091409,"domain_scores_codex":[0.9991589,0.00001623133,0.0001119654,0.0001744636,0.0002293771,0.0003090243],"domain_scores_gemma":[0.9996466,0.000008178998,0.00002327363,0.0002103288,0.000003405512,0.0001081941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003493983,0.0001929797,0.4864513,0.00002046943,0.00001642843,0.00003334074,0.0004452521,0.0003464844,0.005073168,0.0230219,0.002975145,0.4813886],"study_design_scores_gemma":[0.00124333,0.0001321768,0.661437,0.000003646074,0.000006656851,0.00003103879,0.0001296103,0.0002192901,0.0007677933,0.05487783,0.2807857,0.0003658847],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4833522,6.139941e-7,0.00006078108,0.005949378,0.00003029056,0.00007924319,8.385655e-7,0.00003989387,0.5104868],"genre_scores_gemma":[0.9738385,0.00002435023,0.0005926458,0.001507943,0.0003310115,0.00001761446,0.00001803805,0.0000170481,0.02365287],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4904863,"threshold_uncertainty_score":0.9996926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01146443007354192,"score_gpt":0.2638767300661401,"score_spread":0.2524122999925982,"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."}}