{"id":"W2509918946","doi":"10.12927/hcpol.2016.24780","title":"Of Mussels and Men","year":2016,"lang":"fr","type":"article","venue":"Healthcare policy","topic":"Marine and environmental studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Keystone species; Starfish; Ecology; Predation; Ecosystem engineer; Kelp; Biology; Habitat; Otter; Kelp forest; Ecosystem; Wildebeest; Mutualism (biology); Fishery; National park","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[],"category_scores_codex":[0.000127322,0.0001027629,0.0001777663,0.00005059502,0.00009095427,0.000005796231,0.00006284945,0.00006521423,0.001501364],"category_scores_gemma":[0.00003691222,0.00006754072,0.00002806117,0.00009746054,0.0002888356,0.00009419086,0.00004395582,0.00004638253,0.0001408182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001503234,"about_ca_system_score_gemma":0.00005547257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1688375,"about_ca_topic_score_gemma":0.008903202,"domain_scores_codex":[0.9991293,0.00007509137,0.0001890752,0.0001630031,0.0001183269,0.0003252212],"domain_scores_gemma":[0.9995098,0.0001103317,0.00006328321,0.0001139012,0.000009201033,0.000193493],"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":[0.000009542548,0.000007542978,0.4225502,0.0001554827,0.0000110512,0.000002538645,0.0003278371,4.154234e-7,0.00001292815,0.004039156,0.002823055,0.5700603],"study_design_scores_gemma":[0.0001849812,0.00021318,0.7176411,0.00007119902,0.00000644825,0.00001467197,0.0001607371,0.00001695551,0.0000647716,0.002630574,0.2789102,0.00008520048],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3508537,0.04722452,0.0000120214,0.531205,0.0003535451,0.0002286954,0.000607829,0.00001649082,0.06949822],"genre_scores_gemma":[0.948985,0.03271109,0.000104739,0.0009123184,0.0003350635,9.448702e-7,0.000003935621,0.000003217247,0.01694369],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5981314,"threshold_uncertainty_score":0.9994114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03019815931966255,"score_gpt":0.2585845989127302,"score_spread":0.2283864395930677,"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."}}