{"id":"W70569031","doi":"","title":"The Business of Open: Common Pitfalls for Open Source Startups","year":2010,"lang":"en","type":"article","venue":"The open source business resource","topic":"Private Equity and Venture Capital","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open source; Business; Computer science; 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":[0.03310447,0.0005214772,0.0007521929,0.003516023,0.009217009,0.0315779,0.003409042,0.008319668,0.01139749],"category_scores_gemma":[0.1563374,0.0008385122,0.0007341148,0.004584208,0.01677695,0.04196329,0.01414504,0.01569098,0.003848051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003984293,"about_ca_system_score_gemma":0.007197378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004578182,"about_ca_topic_score_gemma":0.007652346,"domain_scores_codex":[0.9590969,0.01344939,0.001381851,0.002769728,0.0208506,0.002451472],"domain_scores_gemma":[0.7714122,0.1588072,0.01010146,0.02361687,0.02376029,0.01230187],"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":[0.0001469425,0.0001094585,0.00538664,0.0002527122,0.00002611247,0.0006657196,0.01326374,0.000563273,0.0008909842,0.7190014,0.1325533,0.1271399],"study_design_scores_gemma":[0.00002871548,0.0000817875,0.004768165,0.00101817,0.00002531055,0.00103469,0.01834525,0.003206927,0.001552882,0.6595118,0.3102492,0.0001771035],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09304866,0.01571463,0.1122884,0.4867823,0.003497315,0.0001872383,0.0003864695,0.00178717,0.2863078],"genre_scores_gemma":[0.8637448,0.007314389,0.03406483,0.04298833,0.004506814,0.000273873,0.000331317,0.001912322,0.04486338],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03310447,"threshold_uncertainty_score":0.1750752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02825302898531951,"score_gpt":0.2739558315029896,"score_spread":0.2457028025176701,"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."}}