{"id":"W2954882918","doi":"","title":"Sales and Operations Planning - Identifying and creating product families","year":2019,"lang":"en","type":"article","venue":"Lund University Publications Student Papers (Lund University)","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","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":[0.006035301,0.001347991,0.0007655739,0.004971679,0.002249207,0.009739471,0.001853457,0.001809751,0.05282807],"category_scores_gemma":[0.01113845,0.00117119,0.001930592,0.005429188,0.001490868,0.007389011,0.003094871,0.001985944,0.02133824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003887315,"about_ca_system_score_gemma":0.0126046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01386959,"about_ca_topic_score_gemma":0.01653597,"domain_scores_codex":[0.9951749,0.001675469,0.0003651536,0.0007543582,0.001623742,0.0004063286],"domain_scores_gemma":[0.9934802,0.003348871,0.0005851454,0.0008804822,0.001204219,0.0005010344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002030677,0.000441314,0.006032139,0.00166828,0.00009152709,0.0006781137,0.003335619,0.02282046,0.00323332,0.09920568,0.1018915,0.760399],"study_design_scores_gemma":[0.00007125897,0.0003191773,0.01082005,0.00169533,0.0001001236,0.0009670728,0.01109226,0.05406425,0.009275668,0.1275479,0.7838631,0.0001838414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04792739,0.007423126,0.5232529,0.01914152,0.0008729313,0.004140433,0.01230318,0.009309807,0.3756287],"genre_scores_gemma":[0.1603252,0.007705432,0.6921349,0.0008430608,0.0001825536,0.001053836,0.01288958,0.001430043,0.1234355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05282807,"threshold_uncertainty_score":0.1767275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944554199233978,"score_gpt":0.2272494097036838,"score_spread":0.2078038677113441,"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."}}