{"id":"W2125250319","doi":"10.1002/biot.200690147","title":"Adéquation Germany, meeting the needs of scientists in the developing world","year":2006,"lang":"en","type":"article","venue":"Biotechnology Journal","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Molecular cell biology; Cell and molecular biology; Physics; Chemistry; Physiology; Biology; Library science; Cell biology; Biochemistry; Computer science; Plant development","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002362697,0.0004481387,0.0003065992,0.0008084983,0.002366847,0.003417667,0.0004933552,0.002843186,0.01150023],"category_scores_gemma":[0.002894493,0.000139665,0.0001960521,0.001118938,0.001079727,0.00238335,0.0025545,0.00183558,0.00238071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003021484,"about_ca_system_score_gemma":0.01182508,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006083886,"about_ca_topic_score_gemma":0.01325808,"domain_scores_codex":[0.9990171,0.0003268595,0.0000583412,0.00007996122,0.0002410419,0.0002766414],"domain_scores_gemma":[0.9984033,0.0003686667,0.0002166315,0.00007157592,0.0002454735,0.0006944754],"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":[0.0005633113,0.0002301579,0.01789962,0.001605019,0.00007241401,0.00210061,0.004896615,0.001191856,0.01485832,0.1463062,0.4776686,0.3326073],"study_design_scores_gemma":[0.00003080753,0.00007467834,0.01152064,0.0002391444,0.00002083063,0.0007439852,0.002125339,0.0003138653,0.001955427,0.01316396,0.9697926,0.00001878666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.09181611,0.09146933,0.004697468,0.6933212,0.008679499,0.0001364504,0.001554245,0.0004425109,0.1078831],"genre_scores_gemma":[0.5878435,0.1076398,0.02362409,0.06591881,0.004048987,0.0002382665,0.001550181,0.000217156,0.2089192],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01150023,"threshold_uncertainty_score":0.03847212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01250394074495398,"score_gpt":0.2557385554555121,"score_spread":0.2432346147105581,"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."}}