{"id":"W4404461609","doi":"10.5531/cbc.ncep.0129","title":"Communicating about Environmental Issues: A Great Lakes Case Study","year":2009,"lang":"en","type":"report","venue":"","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental science; Environmental resource management; Environmental planning","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002433453,0.0005220476,0.0001896373,0.000798289,0.01702836,0.002964969,0.001400042,0.004720701,0.008113753],"category_scores_gemma":[0.004906327,0.0003472395,0.000368591,0.001937543,0.002930689,0.002881914,0.003513307,0.003087945,0.0008200501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009643247,"about_ca_system_score_gemma":0.007129798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2543783,"about_ca_topic_score_gemma":0.5193258,"domain_scores_codex":[0.9964379,0.002192712,0.00006737748,0.0001023944,0.0005095762,0.0006900154],"domain_scores_gemma":[0.9960523,0.002240071,0.000271415,0.0001104941,0.0004696632,0.0008560934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004216039,0.003362651,0.04623346,0.0006284431,0.00009666142,0.0977674,0.543033,0.003850081,0.002151068,0.05678213,0.1844964,0.06117712],"study_design_scores_gemma":[0.0001665979,0.0006521682,0.03632186,0.0004268204,0.0000911911,0.008194487,0.6288051,0.004095585,0.001425329,0.005979213,0.3137376,0.000104079],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7644687,0.0008859346,0.001457919,0.04842458,0.0001668909,0.000515955,0.0004953021,0.00008130704,0.1835034],"genre_scores_gemma":[0.9102091,0.002749564,0.003446342,0.007567711,0.0002252284,0.000613025,0.0004725816,0.00006077945,0.07465569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7456217,"threshold_uncertainty_score":0.5057952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04149905494137606,"score_gpt":0.3558143884956592,"score_spread":0.3143153335542831,"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."}}