{"id":"W7013775357","doi":"","title":"ADSEA '91-Foreword","year":2011,"lang":"ku","type":"other","venue":"SEAFDEC/AQD Repository (Southeast Asian Fisheries Development Center)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Aquaculture; Livelihood; Sustainable development; Socioeconomic development; Sustainability; Natural resource","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001161188,0.000901324,0.0004699131,0.001020297,0.00154886,0.005362284,0.001100915,0.003474132,0.2282743],"category_scores_gemma":[0.001791028,0.0002633036,0.0004490756,0.0006838369,0.0003992373,0.001869432,0.001729423,0.0032187,0.1788474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001823374,"about_ca_system_score_gemma":0.00285974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004673018,"about_ca_topic_score_gemma":0.006313512,"domain_scores_codex":[0.9991519,0.00006631076,0.00006068744,0.0001184451,0.000460601,0.0001419546],"domain_scores_gemma":[0.9984523,0.0001309967,0.00006486948,0.00005607216,0.0009659861,0.0003297738],"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":[0.00002463618,0.00003856925,0.0001079709,0.0001525191,0.000001344765,0.00006237475,0.00002148876,0.00004491105,0.0003106973,0.002329872,0.9703907,0.02651498],"study_design_scores_gemma":[0.000001669209,0.00001216653,0.0003012036,0.00006009257,4.792016e-7,0.00002370522,0.00002450045,0.000008277877,0.00005626573,0.0001256876,0.9993844,0.000001609264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001154174,0.01286507,0.0005187709,0.03295738,0.1678975,0.0004310654,0.002062183,0.0004045856,0.7817092],"genre_scores_gemma":[0.003204835,0.003431278,0.0001823114,0.008294554,0.01042341,0.0001380513,0.00112901,0.00009719305,0.9730994],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2282743,"threshold_uncertainty_score":0.7636536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01633583856562671,"score_gpt":0.2033296680092243,"score_spread":0.1869938294435976,"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."}}