{"id":"W7039773990","doi":"","title":"Mitigating the Effects of Green Crabs (&lt;i&gt;Carcinus maenus&lt;/i&gt;) through Incentives in the Lobster Aquaculture Industry","year":2015,"lang":"en","type":"article","venue":"Digital Commons - Colby (Colby College)","topic":"Venomous Animal Envenomation and Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Incentive; Herring; Aquaculture; Decapoda; Shellfish; Nova scotia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002881743,0.0003160412,0.0003625913,0.00004447695,0.000260598,0.0001223003,0.0006523877,0.0003074457,0.000004739213],"category_scores_gemma":[0.0003974053,0.0002084438,0.0001806781,0.0004372086,0.0004167562,0.00004468677,0.0004054664,0.0003538785,0.00001302666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005399322,"about_ca_system_score_gemma":0.0001400786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005734093,"about_ca_topic_score_gemma":0.001023969,"domain_scores_codex":[0.9981831,0.0002435053,0.000447697,0.0003617885,0.0003764204,0.0003875191],"domain_scores_gemma":[0.9987682,0.0001996968,0.0002217235,0.0005175388,0.0002032309,0.00008963412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002354826,0.006191581,0.1495058,0.001473851,0.002819112,0.0007747585,0.06134861,0.000463844,0.2999611,0.05559465,0.4110224,0.008489455],"study_design_scores_gemma":[0.007907975,0.004077413,0.125899,0.0005632358,0.0002519225,0.0002034325,0.01800558,0.0002788769,0.02839605,0.003168755,0.8094227,0.001825111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9441386,0.002495169,0.00002357113,0.00123032,0.0001461352,0.0009697297,0.0003065246,0.00001874887,0.05067118],"genre_scores_gemma":[0.9963745,0.00002566374,0.00004772389,0.0006030942,0.0001297775,0.0001355214,0.00009509678,0.00002967246,0.002558938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3984003,"threshold_uncertainty_score":0.8500093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01762740418717084,"score_gpt":0.2441405165321381,"score_spread":0.2265131123449672,"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."}}