{"id":"W33624025","doi":"","title":"ICT-oriented Strategic Extension for Responsible Fisheries Management","year":2013,"lang":"en","type":"article","venue":"Eprints@CMFRI Open Access Institutional Repository (Central Marine Fisheries Research Institute)","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Central Institute of Fisheries Technology, Indian Council of Agricultural Research; Advanced Research Projects Agency; Central Marine Fisheries Research Institute; ICAR-National Bureau of Fish Genetic Resources; National Fisheries Development Board; National Foundation for India; Multiple Sclerosis Scientific Research Foundation; Overseas Development Institute; Centers for Disease Control and Prevention; National Aeronautics and Space Administration; Consortium of International Agricultural Research Centers; National Defense Medical College; National Science Foundation","keywords":"Fisheries management; Extension (predicate logic); Fishery; Business; Fisheries science; Information and Communications Technology; Fisheries Research; Environmental resource management; Fishing; Computer science; Economics; Fish <Actinopterygii>; Biology; World Wide Web","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":[0.002453649,0.0006097897,0.0002697573,0.0007771131,0.000913606,0.002752308,0.001200093,0.001829747,0.1063304],"category_scores_gemma":[0.00346658,0.0003018685,0.0003847246,0.001124254,0.0008964276,0.002590021,0.003013204,0.002560562,0.06565591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002159419,"about_ca_system_score_gemma":0.006630787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002324436,"about_ca_topic_score_gemma":0.004223909,"domain_scores_codex":[0.9986567,0.0002636585,0.0001022686,0.00008658195,0.0006803212,0.0002104183],"domain_scores_gemma":[0.9970886,0.0007599609,0.000134112,0.0003956527,0.0009419511,0.0006796846],"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":[0.00003655482,0.0002770487,0.0002865891,0.0002515348,0.000002211438,0.0001062564,0.0003177454,0.001431046,0.001305067,0.09828419,0.6136231,0.2840786],"study_design_scores_gemma":[0.00001414542,0.00003458804,0.0005345728,0.0002085727,0.000001468667,0.00006906728,0.00009345328,0.0007017758,0.0004209565,0.02511134,0.9728028,0.000007201946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002327041,0.000794024,0.06889371,0.01110029,0.002285676,0.0009947123,0.001235531,0.002337502,0.9100316],"genre_scores_gemma":[0.03150406,0.003470545,0.09989351,0.005421797,0.001344703,0.001554183,0.005979097,0.0008857536,0.8499462],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1063304,"threshold_uncertainty_score":0.3557106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1180782394116887,"score_gpt":0.3702897536577339,"score_spread":0.2522115142460452,"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."}}