{"id":"W3175015142","doi":"10.3390/jrfm14070290","title":"B2B Networking, Renewable Energy, and Sustainability","year":2021,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Innovation Diffusion and Forecasting","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Renewable energy; Business; Subsidiary; Sustainability; Environmental economics; Industrial organization; Sustainable energy; Efficient energy use; Perspective (graphical); Emerging technologies; Marketing; Economics; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002444633,0.00007822392,0.0002148878,0.0002038465,0.0002254247,0.000195176,0.0001280866,0.00004155279,0.00005629608],"category_scores_gemma":[0.001348896,0.00005806983,0.00006049102,0.0006659783,0.00005684397,0.0001569871,0.0002253731,0.0000989058,6.540226e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000027482,"about_ca_system_score_gemma":0.00006401278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003931222,"about_ca_topic_score_gemma":0.0001110677,"domain_scores_codex":[0.9984627,0.000104016,0.0006064664,0.0001814024,0.0004943046,0.0001511447],"domain_scores_gemma":[0.9984394,0.0001857207,0.0004383434,0.0001492747,0.0007154814,0.00007181598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000473143,0.00004468964,0.03489694,0.000009134566,0.000005934002,0.0001364759,0.0002502835,0.0002503037,0.000003370203,0.01494799,0.01490383,0.9345037],"study_design_scores_gemma":[0.0004504495,0.00004863157,0.066484,0.00002242737,0.00001839817,0.00003921874,0.001213125,0.0006437295,0.0000200724,0.1656332,0.7653528,0.00007387799],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.449011,0.004269833,0.5204769,0.0014512,0.002231981,0.0001231428,0.000005336168,0.00001479094,0.02241575],"genre_scores_gemma":[0.9924632,0.001594867,0.001877817,0.0003680897,0.0003160895,8.376282e-7,4.042822e-7,0.000003998278,0.003374639],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9344298,"threshold_uncertainty_score":0.2368019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02575711603493392,"score_gpt":0.2910043467369611,"score_spread":0.2652472307020272,"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."}}