{"id":"W640303305","doi":"","title":"SUPPLY-CHAIN SOFTWARE DEVELOPERS' STRATEGIES FOR CONSISTENT PROFITABILITY","year":2004,"lang":"en","type":"article","venue":"Global logistics & supply chain strategies","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Profitability index; Subtitle; Business; Quarter (Canadian coin); Supply chain; Aside; Software; Marketing; Industrial organization; Commerce; Operations management; Finance; Computer science; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.006354592,0.0004789748,0.0001508295,0.002089093,0.00354987,0.008926149,0.001505542,0.002875033,0.007032802],"category_scores_gemma":[0.02564009,0.0004225496,0.0002764688,0.00128031,0.003926016,0.005275928,0.00686567,0.003004346,0.003446834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003448368,"about_ca_system_score_gemma":0.01000102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003371475,"about_ca_topic_score_gemma":0.005110884,"domain_scores_codex":[0.99598,0.001321663,0.0001559972,0.0003225701,0.001689043,0.0005306609],"domain_scores_gemma":[0.9857422,0.002736485,0.001130429,0.001428136,0.006718203,0.002244461],"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":[0.00009364046,0.0002322931,0.01731316,0.0002987754,0.00005867783,0.001056236,0.02245066,0.00372129,0.004817064,0.5011072,0.1857946,0.2630564],"study_design_scores_gemma":[0.0001530353,0.0002428297,0.008276468,0.0003516511,0.00005921492,0.0008536538,0.01983329,0.01060374,0.00706159,0.4349045,0.5175587,0.0001012906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1568888,0.001442343,0.1837821,0.1843372,0.0007430249,0.0007207863,0.0001685025,0.001879467,0.4700378],"genre_scores_gemma":[0.8608159,0.0007497983,0.04630192,0.009409749,0.0002089709,0.0004383769,0.000147228,0.0005792395,0.08134878],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.008926149,"threshold_uncertainty_score":0.03360665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06329357827379835,"score_gpt":0.2993309392137976,"score_spread":0.2360373609399992,"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."}}