{"id":"W6930597812","doi":"10.5281/zenodo.12226006","title":"industrie du papier pdf","year":2024,"lang":"fr","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Machine Learning and Algorithms","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carton; Production system (computer science); Corrugated fiberboard","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001079742,0.0004280088,0.000342682,0.0005162521,0.001734804,0.004363876,0.00298209,0.0003539601,0.4295929],"category_scores_gemma":[0.0008987191,0.0004439059,0.000150889,0.001315049,0.0003237469,0.0002989857,0.003995674,0.001595681,0.6035874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002349856,"about_ca_system_score_gemma":0.00001772864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007519949,"about_ca_topic_score_gemma":4.583353e-7,"domain_scores_codex":[0.9962159,0.0007978432,0.0004102308,0.001155787,0.000684643,0.0007356437],"domain_scores_gemma":[0.9978596,0.00003926633,0.000207697,0.001004671,0.0004852325,0.0004035211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000510021,0.00008574977,0.000001079652,0.0001348423,0.00008404126,0.0001351942,0.00103677,0.00004702375,0.00004640033,0.03165479,0.6295696,0.3371994],"study_design_scores_gemma":[0.0003195672,0.0002639241,0.00007311495,0.0003272924,0.00004060805,0.0003934806,0.00007255834,0.01063237,0.00002127977,0.0006909817,0.9866989,0.0004658899],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005400519,0.0009160063,0.04103585,0.007685828,0.001434197,0.00041143,0.0001276994,0.001558095,0.9467769],"genre_scores_gemma":[0.003184765,0.0002363599,0.001294467,0.000391683,0.00215921,4.883935e-8,0.0006411258,0.006147979,0.9859444],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3571293,"threshold_uncertainty_score":0.9998013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02964177986257563,"score_gpt":0.2392940685818616,"score_spread":0.209652288719286,"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."}}