{"id":"W1848530336","doi":"10.29173/cjs4157","title":"The Environment and a Globalizing Sociology","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental governance; Environmental sociology; Civil society; Sociology; Hierarchy; Democracy; Corporate governance; Sociological imagination; Environmental studies; Environmental ethics; Sociology of scientific knowledge; Social science; Political science; Politics; Economics; Management; Law","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":[0.003348483,0.0003541278,0.0003168683,0.001495272,0.003470725,0.008387689,0.0004703581,0.002400557,0.004635087],"category_scores_gemma":[0.00217867,0.0001719033,0.0003219168,0.001122553,0.04047918,0.007410896,0.005167807,0.003555689,0.0003451417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005399988,"about_ca_system_score_gemma":0.003824649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002532619,"about_ca_topic_score_gemma":0.003182099,"domain_scores_codex":[0.9967288,0.002445777,0.0000409272,0.0002817364,0.0002799335,0.0002229074],"domain_scores_gemma":[0.9966987,0.001958216,0.0002325585,0.0003747651,0.0003073935,0.0004283573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001518913,0.000004180063,0.0002012905,0.00001538093,0.000002189867,0.0000215601,0.002405953,0.000142612,0.00003579999,0.9921887,0.002655261,0.002325594],"study_design_scores_gemma":[0.000005273068,0.000008215552,0.0003670986,0.0001027086,0.00000252747,0.00003821546,0.003305738,0.0002892328,0.0000336599,0.8488789,0.1469634,0.000004919466],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0381485,0.03776325,0.01745777,0.3021863,0.001664377,0.00003868133,0.0000842993,0.0001070664,0.6025497],"genre_scores_gemma":[0.9398103,0.01263108,0.004978905,0.01927328,0.001359568,0.00005318675,0.00004692031,0.00006839625,0.02177827],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008387689,"threshold_uncertainty_score":0.03917986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04144751816694669,"score_gpt":0.2828859185161676,"score_spread":0.2414384003492209,"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."}}