{"id":"W2088742417","doi":"10.5539/enrr.v4n4p37","title":"When Rhetoric Meets Reality: Attitudinal Change and Coastal Zone Management in Ghana","year":2014,"lang":"en","type":"article","venue":"Environment and Natural Resources Research","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); Rhetoric; Natural resource; Order (exchange); Positive attitude; Psychology; Environmental resource management; Social psychology; Political science; Business; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.005845018,0.0001408232,0.000164529,0.0007591965,0.002973708,0.002950867,0.0003741457,0.0009691512,0.002216976],"category_scores_gemma":[0.01315208,0.0001758193,0.0001153726,0.0007911933,0.004684354,0.001835746,0.001429643,0.001839815,0.0001518214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003086749,"about_ca_system_score_gemma":0.001829028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01005419,"about_ca_topic_score_gemma":0.01475971,"domain_scores_codex":[0.9952971,0.003751556,0.0001004782,0.0001215534,0.0003401772,0.0003891446],"domain_scores_gemma":[0.9903098,0.005975225,0.002145438,0.0001199509,0.0005997056,0.00084992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001089957,0.000467743,0.1591301,0.0002072073,0.00001791663,0.001415118,0.7963273,0.00008897118,0.001374315,0.01026018,0.001457928,0.02914429],"study_design_scores_gemma":[0.00002169733,0.0002045179,0.1338234,0.0002160541,0.00001468153,0.0002496077,0.8485191,0.0002855781,0.0004152623,0.002757724,0.01347176,0.00002058883],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832321,0.0003292964,0.000178103,0.006021194,0.0000292149,0.00001867045,0.000005801646,0.000002832571,0.01018283],"genre_scores_gemma":[0.9991641,0.0001224599,0.00007058372,0.0002151868,0.000006509199,0.000006923036,0.000002208712,0.000001120774,0.0004109583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01005419,"threshold_uncertainty_score":0.0309118,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0451179177273147,"score_gpt":0.3169916834523993,"score_spread":0.2718737657250845,"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."}}