{"id":"W4401918730","doi":"10.1007/978-3-031-68628-3_36","title":"Inter-firm Collaborative Logistics: Literature Review in the Forest Sector","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in networks and systems","topic":"Urban and Freight Transport Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002931437,0.0004991033,0.0007480475,0.0001333355,0.00002757571,0.0001845059,0.0002249615,0.0006908679,0.00001711643],"category_scores_gemma":[0.00002414512,0.0003191256,0.00009178407,0.0002356116,0.00008820247,0.00002971771,0.00001929943,0.001588099,0.000006606349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000952001,"about_ca_system_score_gemma":0.00001731762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001362184,"about_ca_topic_score_gemma":0.0016786,"domain_scores_codex":[0.9986014,0.00003547766,0.0005718849,0.0003404561,0.0001645212,0.0002862947],"domain_scores_gemma":[0.9991325,0.0003555461,0.00006538447,0.000342198,0.00005667361,0.00004776883],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000377707,0.00002428906,0.0007904961,0.03636753,0.0004338408,0.003851514,0.002601941,0.7620292,0.000001077667,0.1604059,0.02849108,0.004965344],"study_design_scores_gemma":[0.000320225,0.0001340227,0.00005653012,0.09320567,0.0002964263,0.0001792197,0.00001674968,0.2308571,1.909663e-7,0.01462634,0.6591851,0.001122401],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.000002096169,0.8788735,0.06354494,0.00009214315,0.001984725,0.0009557616,0.0001931337,0.00008696234,0.05426673],"genre_scores_gemma":[0.6701664,0.3206956,0.00005853634,0.0005864678,0.002455364,0.0001270513,0.0005846143,0.0001879596,0.005137993],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6701643,"threshold_uncertainty_score":0.9999261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828384985144432,"score_gpt":0.2112831346377214,"score_spread":0.1929992847862771,"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."}}