{"id":"W3205334847","doi":"10.1126/science.acx9379","title":"A golden menace","year":2021,"lang":"en","type":"article","venue":"Science","topic":"Aquatic Invertebrate Ecology and Behavior","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Amazon basin; Amazon rainforest; Mussel; Fishery; Geography; Ecosystem; Structural basin; Environmental ethics; Ecology; Biology; Philosophy; Paleontology","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":[0.003364533,0.0006927248,0.0006013417,0.0005416199,0.004569743,0.006272185,0.001142373,0.004327442,0.03790486],"category_scores_gemma":[0.008524064,0.0002233491,0.000411306,0.0003265407,0.004950254,0.006656437,0.004905569,0.008972047,0.009862914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002026763,"about_ca_system_score_gemma":0.004912892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008726163,"about_ca_topic_score_gemma":0.01665024,"domain_scores_codex":[0.998377,0.0003495564,0.00006691639,0.0003439066,0.0005799358,0.0002827026],"domain_scores_gemma":[0.9951004,0.000714493,0.000182018,0.0003229504,0.001441573,0.002238681],"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":[0.00008785579,0.00003129074,0.0006137808,0.00009564526,0.00001122724,0.0001952044,0.0003950187,0.00005096816,0.0006235172,0.02020101,0.9225606,0.05513391],"study_design_scores_gemma":[0.000006246,0.00002041643,0.0003320486,0.00009506413,0.000002699963,0.00007576962,0.0003710496,0.00001994388,0.00005590899,0.004557579,0.9944564,0.000006883849],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.002397665,0.03027424,0.001049892,0.7491063,0.1503393,0.00003252218,0.0001988118,0.0001376668,0.06646346],"genre_scores_gemma":[0.04183795,0.02177119,0.001985162,0.5498816,0.06259912,0.00005631734,0.0002466886,0.0002893164,0.3213327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03790486,"threshold_uncertainty_score":0.1268044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009994735832490347,"score_gpt":0.2409878341332735,"score_spread":0.2309930983007831,"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."}}