{"id":"W4200601884","doi":"10.3390/su132414019","title":"SDGs: A Responsible Research Assessment Tool toward Impactful Business Research","year":2021,"lang":"en","type":"article","venue":"Sustainability","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Yorkville University; University of Guelph","funders":"","keywords":"Judgement; Sustainable development; Corporate governance; Rigour; Political science; Engineering ethics; Public relations; Knowledge management; Sociology; Management; Computer science; Engineering; Economics; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.3329154,0.002734087,0.002603065,0.06446359,0.003983027,0.0188865,0.003873102,0.002684941,0.01418286],"category_scores_gemma":[0.5158792,0.002016338,0.004613939,0.03848615,0.005261693,0.02019007,0.01879817,0.005143946,0.005661258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007725892,"about_ca_system_score_gemma":0.03105083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002044576,"about_ca_topic_score_gemma":0.003121735,"domain_scores_codex":[0.7461206,0.1498905,0.05518126,0.006935558,0.03943649,0.002435639],"domain_scores_gemma":[0.2942347,0.5046225,0.04224753,0.04112924,0.1102311,0.007534909],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0007951462,0.0004757092,0.01933345,0.02816153,0.0009659091,0.0005868525,0.04672285,0.004144674,0.005021526,0.1202937,0.09947626,0.6740224],"study_design_scores_gemma":[0.0006961022,0.0007962374,0.01351117,0.01686507,0.0007800493,0.0006713028,0.03602064,0.01576521,0.005718658,0.2599865,0.6486884,0.0005006185],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02856968,0.002330334,0.8159154,0.01970261,0.001872206,0.02959154,0.02398705,0.02175712,0.05627404],"genre_scores_gemma":[0.03645549,0.0006140847,0.9397781,0.0009188415,0.0001522986,0.01637501,0.003269536,0.00084287,0.001593717],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.6670846,"threshold_uncertainty_score":0.8226341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.12234733286673,"score_gpt":0.4426885463556718,"score_spread":0.3203412134889418,"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."}}