{"id":"W4401907117","doi":"10.3390/encyclopedia4030082","title":"The Prosumer","year":2024,"lang":"en","type":"article","venue":"Encyclopedia","topic":"Sharing Economy and Platforms","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Mitacs","keywords":"Prosumer; Sustainability; Business; Leverage (statistics); Marketing; Renewable energy; Industrial organization; Economics; Engineering; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001735792,0.001199774,0.0006524228,0.002192171,0.00383749,0.01678097,0.001259662,0.004153446,0.0345015],"category_scores_gemma":[0.003377139,0.0003418485,0.0006547378,0.003191624,0.00600661,0.01728922,0.007376317,0.003343231,0.01025294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003123013,"about_ca_system_score_gemma":0.002665944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001616682,"about_ca_topic_score_gemma":0.001973067,"domain_scores_codex":[0.9970104,0.0008038903,0.0002045209,0.0006658364,0.001010159,0.0003051902],"domain_scores_gemma":[0.9985637,0.0005244165,0.0001817497,0.0002585531,0.0002852491,0.0001863219],"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":[0.00006919985,0.00006384833,0.001174829,0.0008526802,0.0000209399,0.000623093,0.008158624,0.0002371607,0.00101551,0.7602844,0.04621882,0.1812809],"study_design_scores_gemma":[0.000004071401,0.00004001158,0.0004583936,0.0004854743,0.00001380519,0.0007768163,0.003365099,0.0001532704,0.0003829778,0.03882764,0.9554673,0.00002522548],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02249061,0.0481812,0.01309542,0.01893698,0.003580645,0.0001449648,0.0004136415,0.0003070653,0.8928496],"genre_scores_gemma":[0.3520036,0.08471892,0.01560613,0.02049846,0.003367614,0.0003860023,0.0008861465,0.0004504489,0.5220827],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0345015,"threshold_uncertainty_score":0.115419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009716452001804448,"score_gpt":0.2054135882396085,"score_spread":0.195697136237804,"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."}}