{"id":"W1970510918","doi":"10.1080/08920753.2011.544552","title":"Coastal and Ocean Management in Canada: Progress or Paralysis?","year":2011,"lang":"en","type":"article","venue":"Coastal Management","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada; Carleton University","funders":"","keywords":"Coastal management; Action plan; CLARION; Climate change; Oceanography; Environmental resource management; Geography; Environmental planning; Environmental science; Ecology; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003552635,0.0005057158,0.0004106385,0.002242408,0.01430599,0.009953982,0.001986751,0.00304824,0.005491946],"category_scores_gemma":[0.005977629,0.0003438986,0.0003840696,0.006826467,0.01053641,0.003978899,0.003798623,0.005032142,0.0006191296],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1451399,"about_ca_system_score_gemma":0.4592402,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9947683,"about_ca_topic_score_gemma":0.9970616,"domain_scores_codex":[0.9936218,0.0004624528,0.0001778967,0.0002597714,0.002740275,0.002737804],"domain_scores_gemma":[0.9897366,0.0004358351,0.000410869,0.0001704991,0.005213883,0.004032423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008535159,0.0001395105,0.02599141,0.001190418,0.00006239639,0.0004544561,0.009782505,0.0008294857,0.0004939099,0.133983,0.5297899,0.2971976],"study_design_scores_gemma":[0.00002795211,0.00005608464,0.07422205,0.001907843,0.00005387582,0.0002471262,0.05048924,0.000881081,0.0002813446,0.01464268,0.8570486,0.0001419883],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02005134,0.08984725,0.0004885045,0.8046767,0.002263657,0.00004029771,0.0006399166,0.0000994263,0.08189292],"genre_scores_gemma":[0.6145386,0.2072234,0.003744149,0.1190937,0.001231665,0.0000483439,0.001135597,0.00009723879,0.05288729],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8548601,"threshold_uncertainty_score":0.9915166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302130318725618,"score_gpt":0.1916556409199408,"score_spread":0.1786343377326846,"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."}}