{"id":"W4241897296","doi":"10.1016/s1359-6128(05)00727-5","title":"Alfa Laval AB, Sweden","year":2005,"lang":"en","type":"article","venue":"Pump Industry Analyst","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fragment molecular orbital; Computation; Electronic correlation; Massively parallel; Perturbation theory (quantum mechanics); Hemagglutinin (influenza); Physics; Perturbation (astronomy); Molecular orbital; Computational chemistry; Computational science; Computer science; Chemistry; Parallel computing; Molecule; Algorithm; Antigen; Biology; Genetics; Quantum mechanics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001004657,0.002812612,0.001560775,0.002705422,0.002235769,0.00383494,0.002101448,0.001816603,0.3083817],"category_scores_gemma":[0.001121411,0.0008665308,0.0007384859,0.001612181,0.0009077426,0.001684717,0.003089044,0.001740164,0.4201081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001305801,"about_ca_system_score_gemma":0.00182137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002783081,"about_ca_topic_score_gemma":0.002254588,"domain_scores_codex":[0.9986147,0.0001356724,0.00006719537,0.000489908,0.0005412929,0.0001513473],"domain_scores_gemma":[0.9992607,0.0001309902,0.00008842782,0.0001643046,0.000228018,0.0001275654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001458349,0.0003435129,0.00320697,0.002715692,0.0001892081,0.002644155,0.0004891509,0.005470463,0.05026133,0.0416884,0.2170622,0.6744705],"study_design_scores_gemma":[0.00008372547,0.0001026054,0.001744024,0.0002698246,0.00003971527,0.001432501,0.0001122698,0.001257384,0.009829899,0.00537501,0.9797112,0.00004179626],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02840518,0.07299727,0.03188854,0.006129534,0.004128261,0.0002814335,0.02404022,0.01162725,0.8205024],"genre_scores_gemma":[0.06427214,0.02994858,0.04470789,0.0007140221,0.0004673374,0.0003331329,0.01946345,0.003539255,0.8365542],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3083817,"threshold_uncertainty_score":0.9865096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04388585310657982,"score_gpt":0.3510918425922946,"score_spread":0.3072059894857148,"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."}}