{"id":"W2149738622","doi":"10.1068/b2749t","title":"The Gulf of Maine Environmental Information Exchange: Participation, Observation, Conversation","year":2001,"lang":"en","type":"article","venue":"Environment and Planning B Planning and Design","topic":"Geographic Information Systems Studies","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"","keywords":"Information exchange; Citizen journalism; Information sharing; Conversation; Knowledge management; Corporate governance; Participatory GIS; Process (computing); Public participation; Public relations; Business; Environmental resource management; Computer science; Political science; Sociology; World Wide Web; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01225461,0.0004500602,0.0003515646,0.001862456,0.01358099,0.005806971,0.001039498,0.002599491,0.001843803],"category_scores_gemma":[0.01821502,0.0004008772,0.0001930879,0.001897954,0.01236857,0.0070669,0.009403965,0.003118157,0.000244783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00360611,"about_ca_system_score_gemma":0.003021116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01204961,"about_ca_topic_score_gemma":0.01103698,"domain_scores_codex":[0.9888995,0.009075516,0.0001752691,0.0004323513,0.0008249781,0.0005923553],"domain_scores_gemma":[0.9882854,0.009086638,0.0007289413,0.0004581984,0.0006436242,0.0007972894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001869907,0.00001682529,0.002058162,0.00002676899,0.000002226085,0.0002706136,0.9875776,0.00004073694,0.0002978036,0.004928838,0.000841792,0.003920048],"study_design_scores_gemma":[0.000008365409,0.00003098718,0.002548712,0.00009865253,0.000004076554,0.0001840264,0.9438834,0.0003051245,0.0002557122,0.001869826,0.05079868,0.00001246017],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9312509,0.001177636,0.006668557,0.01570352,0.0001466497,0.000199045,0.00007879174,0.00005742327,0.04471758],"genre_scores_gemma":[0.9916282,0.0007065507,0.00161557,0.0008938528,0.00005313373,0.0001385065,0.00004364476,0.0000269784,0.004893733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01358099,"threshold_uncertainty_score":0.06480932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04638865990078846,"score_gpt":0.262262135694743,"score_spread":0.2158734757939546,"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."}}