{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001143282,0.00008714287,0.00009823128,0.00006287787,0.001019959,0.00007420625,0.00005361917,0.00005733144,0.00002211434],"category_scores_gemma":[0.00007870672,0.00007120033,0.00001472335,0.0000686579,0.000250125,0.0004952548,0.00002468541,0.00005562463,0.000008527907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002378535,"about_ca_system_score_gemma":0.00001082572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007849492,"about_ca_topic_score_gemma":0.000001691378,"domain_scores_codex":[0.9990713,0.0001121349,0.0002855833,0.00007799597,0.0002771407,0.0001758643],"domain_scores_gemma":[0.9993154,0.0003294985,0.0002164215,0.00007334989,0.0000131106,0.00005219753],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007434472,0.0000114532,0.8148581,0.00001698462,0.00004131161,0.000001151786,0.1719025,0.00344041,0.00003468711,0.001150373,0.001876431,0.006592287],"study_design_scores_gemma":[0.0005995687,0.0001000316,0.7355787,0.00005720749,0.00003426149,0.000003370008,0.07434543,0.002665334,0.00004180775,0.0006307237,0.1857424,0.0002011926],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9237217,0.003023074,0.06776683,0.001304635,0.0002361956,0.0006834197,0.00001151716,0.00005837945,0.003194301],"genre_scores_gemma":[0.9979454,0.001062874,0.0005050054,0.00007980403,0.00005432698,0.0000247174,0.00003034648,0.00000298686,0.0002945876],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.183866,"threshold_uncertainty_score":0.7844802,"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."}}