{"id":"W2096800403","doi":"10.1109/hicss.2006.434","title":"Should I Stay or Should I Go? Worker Commitment to Virtual Organizations","year":2006,"lang":"en","type":"article","venue":"","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Business; Organizational commitment; Computer science; Knowledge management; Psychology; Social psychology","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":[0.0002307496,0.0001935706,0.0001697225,0.000210265,0.0003028907,0.0004459005,0.001112397,0.00008699989,0.0008409296],"category_scores_gemma":[0.0001412417,0.0001536042,0.00003265423,0.003876841,0.000037733,0.0004858439,0.0004371655,0.000163374,0.001115142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001380983,"about_ca_system_score_gemma":0.0001693229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001738718,"about_ca_topic_score_gemma":0.0005078342,"domain_scores_codex":[0.9982558,0.00004558356,0.0003940852,0.0004543512,0.0004774152,0.0003727159],"domain_scores_gemma":[0.9983011,0.0001745042,0.00006100606,0.0009260694,0.0004138587,0.0001234892],"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":[0.000006822223,0.0003857451,0.008668347,0.000002206112,0.00002933603,0.00001846998,0.0006973119,0.003708009,0.0003076122,0.5704367,0.3982666,0.01747287],"study_design_scores_gemma":[0.001227978,0.0005637782,0.05822282,0.00005135782,0.0000328113,0.00004663615,0.000511599,0.009278229,0.007190194,0.00561569,0.915777,0.001481961],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006741595,0.00000565949,0.9572043,0.01361424,0.0003743456,0.0004349805,0.00001008159,0.0007574608,0.02085737],"genre_scores_gemma":[0.5941627,7.871811e-7,0.3361595,0.01018265,0.000224372,0.00007505936,0.00003320898,0.00003703425,0.05912465],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6210448,"threshold_uncertainty_score":0.9996626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03781618751204075,"score_gpt":0.2928036038297168,"score_spread":0.254987416317676,"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."}}