{"id":"W1987240158","doi":"10.7202/1002089ar","title":"Sociology, Ecology and a Global Economy","year":2011,"lang":"en","type":"article","venue":"Cahiers de recherche sociologique","topic":"Political Economy and Marxism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Humanity; Sociology; Social science; Social ecology; Social theory; Environmental ethics; Ecology; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0006090451,0.000423622,0.0003191333,0.001667481,0.003890625,0.005792393,0.0004504349,0.0009009299,0.005292498],"category_scores_gemma":[0.0005565215,0.000124568,0.0001389417,0.002164845,0.02116015,0.002676253,0.002333041,0.001166247,0.0003968728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01613189,"about_ca_system_score_gemma":0.01425588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2627566,"about_ca_topic_score_gemma":0.4034477,"domain_scores_codex":[0.9993058,0.0002483364,0.000009209033,0.0000700862,0.0001626321,0.0002038943],"domain_scores_gemma":[0.999588,0.0001144408,0.00003808359,0.00003731455,0.00009968536,0.0001224656],"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":[0.000004630825,0.000005294846,0.0009125792,0.00005827746,0.000006027151,0.00007469726,0.001554395,0.0005237482,0.0001066721,0.9772063,0.005643268,0.0139041],"study_design_scores_gemma":[0.000003363033,0.000009498097,0.004336888,0.0002068695,0.000008258151,0.000104183,0.00596056,0.0003837393,0.00007329435,0.5006533,0.4882509,0.000009163581],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03398488,0.1214185,0.006503602,0.07285777,0.0007842968,0.00002294694,0.0001117869,0.00008669679,0.7642296],"genre_scores_gemma":[0.8678948,0.05722101,0.002801716,0.00553515,0.0005876457,0.00002389042,0.00007553735,0.00003908607,0.06582128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2627566,"threshold_uncertainty_score":0.5224543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1872716107137361,"score_gpt":0.3914350223324679,"score_spread":0.2041634116187317,"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."}}