{"id":"W1834797527","doi":"","title":"A Case Study on the Legal Impacts of Corporate Sustainability Pledges in the Alberta Oil Sands","year":2013,"lang":"en","type":"article","venue":"Dalhousie journal of legal studies","topic":"Property Rights and Legal Doctrine","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Oil sands; Sustainability; Business; Natural resource economics; Economics; Geography; Asphalt","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003953022,0.0001950281,0.0005089314,0.0001145425,0.0007437854,0.0002229832,0.0005856505,0.00004798102,0.00004594188],"category_scores_gemma":[0.00238061,0.00007577383,0.0001599462,0.0005516895,0.000713315,0.0006076121,0.0001043786,0.0005191391,0.000005060993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001850699,"about_ca_system_score_gemma":0.0004343595,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1124316,"about_ca_topic_score_gemma":0.106523,"domain_scores_codex":[0.9968816,0.001149435,0.0007009569,0.0001550656,0.0007301552,0.0003828117],"domain_scores_gemma":[0.996642,0.001315951,0.0006861477,0.0002651643,0.0009994886,0.00009126603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006708311,0.00449392,0.1107949,0.0001510875,0.0012268,0.009163764,0.7722153,0.00009397299,0.0001115551,0.06779695,0.02228731,0.0109936],"study_design_scores_gemma":[0.002048825,0.003118038,0.04779579,0.0001390114,0.0001928251,0.0007877071,0.8860156,0.00001630748,0.00008868687,0.004248218,0.05518534,0.0003636736],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9683589,0.0007560765,5.343055e-7,0.02379824,0.0002085118,0.0004132222,0.000002430117,0.000005218931,0.006456861],"genre_scores_gemma":[0.997618,0.0002020427,0.000004674168,0.0003142605,0.0002508228,0.00002113672,1.038651e-7,0.000008534741,0.001580396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1138002,"threshold_uncertainty_score":0.9097807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.074646981191422,"score_gpt":0.3393671613345178,"score_spread":0.2647201801430958,"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."}}