{"id":"W180400408","doi":"","title":"Open Source Contributions as a Complement to Your Sales Strategy","year":2010,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open source; Complement (music); Computer science; Business; Chemistry; Operating system; Software","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008709856,0.0007420307,0.0005427879,0.003135508,0.0037723,0.01893071,0.001894968,0.00456996,0.05667394],"category_scores_gemma":[0.0530488,0.0004947418,0.0005299743,0.002009487,0.003700885,0.02101903,0.0120473,0.005832632,0.02022723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001625059,"about_ca_system_score_gemma":0.005231774,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007234442,"about_ca_topic_score_gemma":0.001632252,"domain_scores_codex":[0.9912102,0.002197893,0.0001908109,0.0006251253,0.004894521,0.0008814929],"domain_scores_gemma":[0.9419976,0.02022954,0.002066446,0.01125842,0.009977621,0.01447027],"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":[0.0001972544,0.000414479,0.00215649,0.0001988828,0.00004293128,0.0005748449,0.003382878,0.0005238097,0.002284229,0.4371045,0.2278563,0.3252634],"study_design_scores_gemma":[0.0001092093,0.0002056917,0.001977943,0.00032835,0.00004889912,0.0007213103,0.002636909,0.003171088,0.002325989,0.2497837,0.7385895,0.0001015465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03701283,0.001734095,0.05017066,0.07105127,0.005683154,0.0001436468,0.0001028375,0.003355556,0.8307459],"genre_scores_gemma":[0.4949744,0.001590098,0.02773839,0.008840482,0.004387855,0.0001507008,0.0002704421,0.0027652,0.4592824],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05667394,"threshold_uncertainty_score":0.1895933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0392022330601097,"score_gpt":0.3303178022387356,"score_spread":0.2911155691786259,"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."}}