{"id":"W2605165062","doi":"10.5210/fm.v22i4.7073","title":"Openness as social praxis","year":2017,"lang":"en","type":"article","venue":"First Monday","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"","keywords":"Openness to experience; Praxis; Open science; The Internet; Sociology; Multitude; Political science; Public relations; Psychology; Computer science; World Wide Web; Social psychology; Law","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":[0.009648089,0.0007395867,0.00048451,0.002242512,0.00706308,0.01151967,0.001071782,0.004090268,0.003887098],"category_scores_gemma":[0.01128813,0.0002984435,0.0005474975,0.001441703,0.103081,0.01609326,0.01349261,0.005770694,0.0005252781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004472506,"about_ca_system_score_gemma":0.003077667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001318271,"about_ca_topic_score_gemma":0.0007394884,"domain_scores_codex":[0.9851809,0.0102818,0.0004023493,0.001305963,0.001796427,0.001032618],"domain_scores_gemma":[0.9867969,0.008284953,0.001733636,0.001482937,0.0006965952,0.001005022],"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":[0.000005698046,0.000009846975,0.0002358953,0.00003880862,0.000002908651,0.00005436794,0.02296795,0.0001197892,0.00009043941,0.9729402,0.0005197663,0.003014289],"study_design_scores_gemma":[0.00001132453,0.00001903998,0.0003803765,0.0001761891,0.000003103675,0.0001063491,0.007244021,0.0002448183,0.00009193759,0.9430599,0.04864579,0.00001718235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.100194,0.01234228,0.05454342,0.06793919,0.0007940983,0.0001759222,0.0001079804,0.0002180639,0.763685],"genre_scores_gemma":[0.9843943,0.002042382,0.003648447,0.00225201,0.0003226039,0.000104893,0.00002699337,0.00003773034,0.00717074],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01151967,"threshold_uncertainty_score":0.05102456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02432518353489986,"score_gpt":0.2537035066498308,"score_spread":0.2293783231149309,"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."}}