{"id":"W4402189206","doi":"10.32920/26862388","title":"Community Commons: Bridging Social Infrastructure","year":2024,"lang":"en","type":"preprint","venue":"","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Commons; Bridging (networking); Business; Computer science; Political science; Computer security; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002047733,0.0003522616,0.0002171896,0.001813244,0.006194328,0.009901308,0.001228732,0.001773935,0.02577388],"category_scores_gemma":[0.003369928,0.0003572704,0.0003690947,0.001253648,0.01337996,0.008507066,0.01735719,0.001200026,0.001842743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004183271,"about_ca_system_score_gemma":0.008064848,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01468877,"about_ca_topic_score_gemma":0.0258873,"domain_scores_codex":[0.9984295,0.000833291,0.00003512244,0.0001639142,0.0002336461,0.0003045948],"domain_scores_gemma":[0.9974837,0.0009478349,0.0001234394,0.0004614002,0.0001611334,0.0008224031],"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":[0.00002532745,0.00003990607,0.001986481,0.0001896075,0.00001273843,0.0004269445,0.02835844,0.001536614,0.0007718671,0.8676165,0.01784988,0.08118565],"study_design_scores_gemma":[0.00001493221,0.00004416279,0.001608077,0.0002832147,0.00001245393,0.0002202461,0.02960349,0.001970282,0.0004833009,0.301722,0.6640188,0.00001903935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1073586,0.002968309,0.1455754,0.03858352,0.0007827774,0.0003089207,0.0003683314,0.001502603,0.7025515],"genre_scores_gemma":[0.9157996,0.00133412,0.01813344,0.001080395,0.0001132212,0.0001682087,0.0001810846,0.0002461044,0.06294378],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02577388,"threshold_uncertainty_score":0.08622223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02790610036579777,"score_gpt":0.2544743117257376,"score_spread":0.2265682113599399,"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."}}