{"id":"W6981559423","doi":"","title":"E-Procurement in International Paper Industry. Adoption and Benefits of e-Procurement and its Models among Paper and Board Producers","year":2003,"lang":"en","type":"other","venue":"Osuva (University of Vaasa)","topic":"Archaeology and Natural History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Purchasing; Empirical research; On board; Production (economics); Empirical evidence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002553829,0.0001129801,0.0002022661,0.0001739027,0.0001121695,0.000001557974,0.0001238832,0.0004486951,0.0006595287],"category_scores_gemma":[0.0000201394,0.0001346409,0.00002745284,0.00008996903,0.0006145411,0.000269942,0.000100478,0.0002449029,8.102287e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008451771,"about_ca_system_score_gemma":0.00005568572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002671303,"about_ca_topic_score_gemma":0.01668754,"domain_scores_codex":[0.9991749,0.00007722482,0.00008907336,0.0002706659,0.0002545754,0.0001335829],"domain_scores_gemma":[0.9996063,0.00001494024,0.000178445,0.00007119125,0.00006019241,0.00006896191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001126446,0.001026258,0.2305114,0.002028628,0.001821744,0.0001001648,0.2274082,0.0003524367,0.001144895,0.1617142,0.2226266,0.150139],"study_design_scores_gemma":[0.005001412,0.0004243131,0.1633604,0.001924383,0.0004180007,0.000005570037,0.02381014,0.0001837448,0.00007489938,0.005334203,0.7980269,0.001436076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5758046,0.02576659,0.00002764901,0.00305522,0.0005396981,0.001251659,0.00007225743,0.00005373056,0.3934286],"genre_scores_gemma":[0.8453578,0.01625456,0.001187056,0.00007505909,0.00007666518,0.000001552161,0.00001460558,0.00003944256,0.1369932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5754003,"threshold_uncertainty_score":0.9312038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02571385368664147,"score_gpt":0.230849782692865,"score_spread":0.2051359290062235,"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."}}