{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001865151,0.0001958286,0.0002085476,0.00009822895,0.001476865,0.001909689,0.001234425,0.0000990832,0.0005386757],"category_scores_gemma":[0.0006724041,0.0001949797,0.0001001476,0.0001272056,0.000151206,0.002946838,0.001027047,0.0001481127,0.005444347],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003840006,"about_ca_system_score_gemma":0.0000179201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001053715,"about_ca_topic_score_gemma":0.00009354058,"domain_scores_codex":[0.9988506,0.000001995117,0.0001927353,0.0003486237,0.0002329428,0.0003731328],"domain_scores_gemma":[0.9989032,0.00001615724,0.0003380145,0.0006249332,0.0001064994,0.00001124695],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001650944,0.0003375523,0.1105656,0.0006161082,0.00008806839,0.0002710561,0.00195016,0.00000888052,0.000384532,0.1530791,0.6833716,0.04916222],"study_design_scores_gemma":[0.0003334515,0.000006644602,0.09019377,0.0000499633,0.00001218924,0.000001866149,0.00002364877,0.0001393199,0.0001418792,0.004896454,0.9039391,0.0002617045],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7242354,0.00002992938,0.00008099656,0.006573778,0.0009360488,0.0002136296,0.000008566261,0.0001906341,0.2677311],"genre_scores_gemma":[0.9868141,0.000003147493,0.00005058545,0.0006227872,0.00139994,0.00003269813,0.00001773965,0.00004238015,0.01101662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2625788,"threshold_uncertainty_score":0.9998231,"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."}}