{"id":"W6906696164","doi":"10.17895/ices.pub.19145447.v1","title":"AORAC-SA workshop: Making the ecosystem approach operational, 21-22 January 2016.","year":2022,"lang":"en","type":"report","venue":"International Council for the Exploration of the Sea (ICES)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Alliance; Agriculture; Agency (philosophy); Ecosystem; Administration (probate law); Food security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01173124,0.001195951,0.0004348371,0.001307366,0.002100906,0.007400625,0.001591258,0.002422937,0.05716953],"category_scores_gemma":[0.00762869,0.0005062394,0.0007054106,0.001674209,0.001167262,0.005434686,0.00582667,0.003309258,0.04167383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004641665,"about_ca_system_score_gemma":0.03346503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05084234,"about_ca_topic_score_gemma":0.0910246,"domain_scores_codex":[0.9951768,0.0008902692,0.0002844478,0.0002495896,0.002796748,0.0006020584],"domain_scores_gemma":[0.9935989,0.0003705365,0.0002422232,0.0003047306,0.003359843,0.002123774],"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":[0.00004180969,0.00005254874,0.0004438566,0.0001243344,0.000003987012,0.0000384826,0.0003951765,0.0001312394,0.0001601783,0.004257154,0.963578,0.03077328],"study_design_scores_gemma":[0.000002791335,0.000005382973,0.00068908,0.0001507413,0.000001209276,0.00001618144,0.0002947753,0.00001617445,0.0000937092,0.0007519876,0.9979739,0.00000412889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005133262,0.03641983,0.006442594,0.114117,0.05819315,0.001052227,0.0319844,0.001627504,0.74503],"genre_scores_gemma":[0.02678765,0.02811167,0.01404792,0.01330138,0.003938956,0.0009852757,0.03418513,0.001783648,0.8768584],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05716953,"threshold_uncertainty_score":0.1912511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3059081604264958,"score_gpt":0.3449187867925003,"score_spread":0.0390106263660045,"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."}}