{"id":"W6979825841","doi":"","title":"Alfa Laval to provide 2 pretreatment units for Spanish renewable diesel, SAF project","year":2024,"lang":"en","type":"other","venue":"","topic":"Medical Practices and Rehabilitation","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Renewable energy; Production (economics); Work (physics); Renewable resource; Raw material","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007014159,0.0002804979,0.0004228502,0.0002234671,0.0001766506,0.00002157051,0.000151548,0.0005587213,0.004955589],"category_scores_gemma":[0.001401403,0.0001771796,0.00007894223,0.0003197311,0.00003311282,0.00004974817,0.0001259229,0.0004273198,0.002144118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002272191,"about_ca_system_score_gemma":0.001158117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02433586,"about_ca_topic_score_gemma":0.01623139,"domain_scores_codex":[0.9978095,0.0003167024,0.0004628909,0.0005716888,0.0003287087,0.0005104588],"domain_scores_gemma":[0.99816,0.0009022549,0.0001823875,0.0004069161,0.0001423869,0.0002060469],"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":[0.00007238072,0.00006470142,0.0000339765,0.004343714,0.000133648,0.00000294523,0.002030459,0.000001380803,0.00001014574,0.0008821646,0.9894728,0.002951669],"study_design_scores_gemma":[0.0004580546,0.0006059577,0.0000062366,0.002011457,0.0001559592,3.726339e-7,0.003398358,0.00004678512,0.000006346438,0.0004118658,0.9926881,0.0002104758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002184597,0.00124388,0.001278452,0.008368241,0.002856941,0.01117227,0.0002819517,0.0004850635,0.9742913],"genre_scores_gemma":[0.00003169544,0.000286597,0.0106834,0.001243677,0.001436073,0.002636121,0.0001819608,0.0004541457,0.9830464],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.009404944,"threshold_uncertainty_score":0.9986328,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1245640255304486,"score_gpt":0.4873458547431666,"score_spread":0.362781829212718,"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."}}