{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004068764,0.0003785046,0.000223092,0.001616927,0.0006637849,0.00333487,0.0005181259,0.0007000524,0.004057772],"category_scores_gemma":[0.007919233,0.0002143608,0.0007562421,0.002010845,0.0008972039,0.003095794,0.001269461,0.0008643138,0.0004816061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0028255,"about_ca_system_score_gemma":0.00182502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005609446,"about_ca_topic_score_gemma":0.006150717,"domain_scores_codex":[0.9974795,0.001530031,0.0001345036,0.0001848848,0.0004529571,0.0002181306],"domain_scores_gemma":[0.9894207,0.007126131,0.00164101,0.0003652674,0.0009758927,0.0004710889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004414946,0.001811307,0.714511,0.0008824643,0.0002289489,0.001119871,0.02605187,0.01792926,0.0019016,0.04292748,0.001812617,0.190382],"study_design_scores_gemma":[0.00006832574,0.001614498,0.7597331,0.001434599,0.0003166529,0.0009213702,0.1291159,0.05787224,0.00247966,0.01779467,0.02852517,0.0001237809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9628475,0.001175313,0.004595681,0.0008345096,0.00002233734,0.0000970735,0.00008775893,0.00002091716,0.03031889],"genre_scores_gemma":[0.9967312,0.0004933049,0.00116405,0.00004166254,0.000005207094,0.00003239864,0.00004276572,0.000002586021,0.001486748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005609446,"threshold_uncertainty_score":0.02151793,"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."}}