{"id":"W27590008","doi":"10.1186/s12896-016-0288-3","title":"Потребности и платежеспособный спрос профессиональных потребителей сложной и дорогостоящей техники","year":2013,"lang":"ru","type":"article","venue":"Российское предпринимательство","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; Canadian Foundation for AIDS Research","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001914548,0.002820572,0.003538008,0.001443244,0.001461925,0.00107549,0.002751577,0.001933595,0.08676741],"category_scores_gemma":[0.001330236,0.002491192,0.002062632,0.002575018,0.002037877,0.001531463,0.001907475,0.00442076,0.1119387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009396679,"about_ca_system_score_gemma":0.001828594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009217003,"about_ca_topic_score_gemma":0.000369627,"domain_scores_codex":[0.9815168,0.001052871,0.003516275,0.003476099,0.004490979,0.005947017],"domain_scores_gemma":[0.98773,0.0014966,0.001026675,0.003659246,0.001841369,0.004246082],"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":[0.002089593,0.00426184,0.04583321,0.004066625,0.003428018,0.003904049,0.002448694,0.00005338636,0.03979384,0.007668687,0.7176888,0.1687633],"study_design_scores_gemma":[0.008634959,0.003462255,0.1885464,0.00244784,0.00128514,0.001751484,0.00235798,0.004600386,0.009556531,0.005688727,0.7669712,0.00469715],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6564901,0.02659,0.0002215486,0.03757486,0.006986124,0.006894831,0.00084951,0.001133997,0.263259],"genre_scores_gemma":[0.7073843,0.007819961,0.00178039,0.006761278,0.007518224,0.0006567704,0.0007184535,0.0006167286,0.2667439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1640661,"threshold_uncertainty_score":0.9999615,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02672109469326974,"score_gpt":0.3135653652632383,"score_spread":0.2868442705699686,"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."}}