{"id":"W4213420038","doi":"10.3390/su14052558","title":"Business Models and Sustainable Development Goals","year":2022,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Supply Chain Management","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Sustainable development; Variety (cybernetics); Sustainability; Corporate governance; Business; Corporate social responsibility; Environmental economics; Environmental planning; Economics; Environmental resource management; Political science; Finance; Computer science; Public relations","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003115026,0.000381595,0.0003750688,0.0007266162,0.00213987,0.0004929812,0.0006031411,0.00005620803,0.0006410065],"category_scores_gemma":[0.0007534731,0.0004166859,0.00007076381,0.002187757,0.0001747152,0.002021951,0.004693876,0.0003088974,0.0000152504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002508231,"about_ca_system_score_gemma":0.000634066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002044114,"about_ca_topic_score_gemma":0.00003359039,"domain_scores_codex":[0.9964365,0.0000791219,0.0005184296,0.0008749659,0.0007330585,0.00135793],"domain_scores_gemma":[0.9970247,0.0000758913,0.0002281153,0.0006983635,0.001931845,0.00004106783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003021132,0.0007469022,0.03506295,0.005474023,0.00008875833,0.0006911582,0.001320127,0.04181711,0.000004725349,0.8840886,0.01228949,0.01811405],"study_design_scores_gemma":[0.0009610209,0.00001616109,0.02894995,0.000005018739,0.00004429121,0.000005392847,0.06125845,0.006205608,0.000004768792,0.331913,0.5699955,0.000640829],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9496549,0.0005630406,0.007961778,0.01275678,0.0004131908,0.004075507,0.000003496607,0.0008227247,0.02374853],"genre_scores_gemma":[0.9864904,0.00000296161,0.0002939661,0.001693261,0.0002255886,0.001012017,0.00004869208,0.00006356154,0.0101696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5577061,"threshold_uncertainty_score":0.9998285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140956907799084,"score_gpt":0.2130522585278976,"score_spread":0.2016426894499068,"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."}}