{"id":"W2559201289","doi":"10.1287/isre.2016.0682","title":"Special Section Introduction—Online Community as Space for Knowledge Flows","year":2016,"lang":"en","type":"article","venue":"Information Systems Research","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":251,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Tacit knowledge; Knowledge management; Value (mathematics); Sociality; Space (punctuation); Section (typography); Relation (database); Sociology; Computer science; Public relations; Data science; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005044595,0.0001241484,0.0001695445,0.0008296892,0.001046666,0.0007124743,0.001066174,0.0001323849,0.00004095178],"category_scores_gemma":[0.002447192,0.0000953601,0.00005420991,0.001744269,0.00009381023,0.004580616,0.0004141835,0.0004576379,0.001701576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005064108,"about_ca_system_score_gemma":0.0003570575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002843471,"about_ca_topic_score_gemma":0.00007457565,"domain_scores_codex":[0.9974344,0.0006316244,0.0006095848,0.0001733219,0.0007276986,0.0004233645],"domain_scores_gemma":[0.9943025,0.001048274,0.0001684045,0.0009713244,0.003400848,0.0001086171],"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":[0.00005369034,0.0001852028,0.0001979212,0.0001987809,0.00004130823,3.657275e-7,0.01086992,0.0001887668,0.0008834678,0.299781,0.5625416,0.125058],"study_design_scores_gemma":[0.0005856147,0.0001695874,0.0003481769,0.00005602303,0.00000120664,0.00003253492,0.00221557,0.003192018,0.0003034456,0.0007251468,0.9922345,0.0001361292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03361022,0.0000183207,0.9193422,0.009238384,0.009956546,0.001990411,0.00008456717,0.0004433249,0.02531609],"genre_scores_gemma":[0.8940651,0.00002560038,0.01722734,0.000163833,0.06268975,0.001259137,0.0002644389,0.00004942259,0.02425532],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9021148,"threshold_uncertainty_score":0.9990757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09585398964156343,"score_gpt":0.3828773257353712,"score_spread":0.2870233360938078,"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."}}