{"id":"W4415768087","doi":"10.55942/jebl.v5i5.605","title":"Short-termism in social organizations","year":2025,"lang":"","type":"article","venue":"Journal of Economics and Business Letters","topic":"Community Development and Social Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"The King's University; Western University","funders":"","keywords":"Social entrepreneurship; Social organization; Social economy; Social change; Focus (optics); Sustainable development; Impact investing","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":[0.005934059,0.0001907097,0.0002361747,0.001435013,0.003693335,0.005928829,0.0005579242,0.001211117,0.005945396],"category_scores_gemma":[0.011023,0.0001684217,0.0003763099,0.001552179,0.01286467,0.00518518,0.0055654,0.002338387,0.0002969961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007236558,"about_ca_system_score_gemma":0.004091593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00479663,"about_ca_topic_score_gemma":0.004818326,"domain_scores_codex":[0.9936753,0.002676646,0.0002262913,0.0005995214,0.001590024,0.00123226],"domain_scores_gemma":[0.9801838,0.007777771,0.004126113,0.001134923,0.002446235,0.004331168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003339071,0.00007104091,0.008414209,0.00005181726,0.000009114246,0.0001233813,0.004754838,0.0004901258,0.0001627635,0.9714571,0.001618905,0.01281338],"study_design_scores_gemma":[0.00003797271,0.0001465697,0.02137861,0.0001959121,0.00001598195,0.000239581,0.0110537,0.001836545,0.0003165016,0.8974254,0.06731401,0.00003926854],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3924788,0.003328118,0.03605396,0.02425284,0.0003873605,0.000187241,0.0001448865,0.00005886644,0.5431079],"genre_scores_gemma":[0.9932364,0.0004101046,0.0009352439,0.0003977024,0.0001156633,0.00004356667,0.00001972902,0.000008523991,0.004833254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007236558,"threshold_uncertainty_score":0.05250514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02749690312306823,"score_gpt":0.2383058348222424,"score_spread":0.2108089316991742,"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."}}