{"id":"W6980374846","doi":"","title":"Canadian Business Leader Opinions on the Role of Business and Sustainable Development: Results of a Post-WSSD Survey","year":2009,"lang":"en","type":"report","venue":"York University Digital Library (York University)","topic":"Botanical Research and Chemistry","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable business; Business analysis; Sustainable development; Survey data collection; Work (physics); Business environment; Business development","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001687668,0.0002892388,0.0004096051,0.0001492377,0.000455065,0.000135752,0.001053792,0.0003871241,0.0001183893],"category_scores_gemma":[0.0003581429,0.0001579092,0.0001189845,0.002578691,0.0003338967,0.0006222809,0.0004857777,0.000356312,0.000006629977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002486304,"about_ca_system_score_gemma":0.002322933,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05482675,"about_ca_topic_score_gemma":0.02651808,"domain_scores_codex":[0.9980929,0.0001068365,0.0002301078,0.0004755925,0.0005090098,0.0005855392],"domain_scores_gemma":[0.997873,0.0005555468,0.0002661203,0.0001824836,0.0006964434,0.0004264228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01926451,0.004852529,0.2032263,0.002672306,0.002891161,0.00556973,0.001425944,0.00008030838,0.003002494,0.02812859,0.4326356,0.2962505],"study_design_scores_gemma":[0.0002198536,0.0001016585,0.1793485,0.0002137245,0.00001866758,0.000005319539,0.005326916,5.078443e-7,0.0002481335,0.000049358,0.8141747,0.0002927377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5085692,0.0003078855,4.885186e-7,0.002137454,0.00004742511,0.0004366015,0.01071357,0.00007462635,0.4777127],"genre_scores_gemma":[0.9002836,0.0003672788,0.00001060519,0.00003183871,0.00005333123,8.002389e-8,0.004231323,0.000004051409,0.09501788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3917144,"threshold_uncertainty_score":0.9912454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02223428494852889,"score_gpt":0.1757241921112737,"score_spread":0.1534899071627448,"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."}}