{"id":"W1966477404","doi":"10.1177/0170840613484676","title":"Book Review: The Janus Face of Commercial Open Source Software Communities: An Investigation into the Institutional (Non)work by Interacting Institutional Actors","year":2013,"lang":"en","type":"article","venue":"Organization Studies","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Janus; Face (sociological concept); Work (physics); Open source software; Open source; Sociology; Software; Political science; Public relations; Social science; Computer science; Engineering","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"],"consensus_categories":[],"category_scores_codex":[0.0006772095,0.0002126247,0.0002836272,0.00007217795,0.002459159,0.000456831,0.002363443,0.00005643549,0.000127303],"category_scores_gemma":[0.001245597,0.0001404249,0.00003322717,0.001984452,0.0007649407,0.003104436,0.001926417,0.0003167965,0.00007656631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001637696,"about_ca_system_score_gemma":0.0002718537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009117282,"about_ca_topic_score_gemma":0.00007589278,"domain_scores_codex":[0.9981861,0.0003495137,0.0005973731,0.0002411186,0.000443302,0.0001825579],"domain_scores_gemma":[0.99625,0.0007518663,0.0004875531,0.0007590482,0.001700641,0.00005085325],"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":[0.000003800801,0.0001376799,0.03166496,0.0001560595,0.0002343042,4.992724e-7,0.1352587,0.00170227,0.0001172919,0.003226724,0.8111316,0.01636606],"study_design_scores_gemma":[0.001307185,0.0002310597,0.06754606,0.00377682,0.0001650309,0.00006052859,0.04793763,0.001918923,0.003006094,0.001807285,0.8708039,0.001439492],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1840446,0.02838878,0.694173,0.08746045,0.00136688,0.003810441,0.00002932476,0.0004868784,0.0002395662],"genre_scores_gemma":[0.9178855,0.003011201,0.01276271,0.06415101,0.0001876616,0.0003168017,0.0004709073,0.00005163706,0.001162543],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7338409,"threshold_uncertainty_score":0.9988395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03378314568962557,"score_gpt":0.2993154466209751,"score_spread":0.2655323009313496,"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."}}