{"id":"W2795702779","doi":"10.6084/m9.figshare.20039740","title":"The Effectiveness of the Strategists of Corporate Social Responsibility","year":2022,"lang":"en","type":"dataset","venue":"Figshare","topic":"Business and Economic Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Corporate social responsibility; Business; Political science; Public relations","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":[],"consensus_categories":[],"category_scores_codex":[0.002547473,0.0003543029,0.000366404,0.003212755,0.0006559567,0.001960381,0.0007844996,0.0007405691,0.01753629],"category_scores_gemma":[0.02043003,0.0001928462,0.0004812025,0.004720795,0.0002749722,0.001370795,0.001191013,0.0008748769,0.007040039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001464396,"about_ca_system_score_gemma":0.001166353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02230224,"about_ca_topic_score_gemma":0.03486428,"domain_scores_codex":[0.9980543,0.0006463496,0.0002347456,0.0004553711,0.0004306915,0.0001786368],"domain_scores_gemma":[0.9893095,0.00647447,0.001238726,0.001216603,0.001431365,0.000329369],"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":[0.0004790341,0.0003016557,0.3160776,0.003674371,0.0002398977,0.0001636872,0.002723723,0.002716941,0.0005146505,0.01458177,0.564357,0.09416962],"study_design_scores_gemma":[0.0001682692,0.00009857137,0.3077531,0.0008814785,0.00009194332,0.0001979082,0.003401963,0.002558597,0.0008576604,0.004531048,0.6794143,0.00004534155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.05537159,0.0007826075,0.001048532,0.0009939027,0.00006624113,0.0001369984,0.9169348,0.0002212696,0.02444397],"genre_scores_gemma":[0.1338539,0.0007633907,0.003540624,0.000255038,0.00003246247,0.0006440993,0.8551313,0.00008564597,0.005693545],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.02230224,"threshold_uncertainty_score":0.05866474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03938689159280039,"score_gpt":0.2383459680950079,"score_spread":0.1989590765022075,"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."}}