{"id":"W7098925372","doi":"","title":"Article "Research Challenges and Needs for Safe Use of Microbial Organisms : Introduction"","year":2016,"lang":"en","type":"article","venue":"","topic":"Biological and pharmacological studies of plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Valorisation; Promotion (chess); Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.003809152,0.0006997102,0.0007447103,0.00127725,0.001793909,0.005513919,0.001592912,0.004395735,0.02514167],"category_scores_gemma":[0.002971294,0.0004283699,0.0003843454,0.0014832,0.005476913,0.004370132,0.002163811,0.003771225,0.007798547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006680826,"about_ca_system_score_gemma":0.009285197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03593392,"about_ca_topic_score_gemma":0.05911038,"domain_scores_codex":[0.9981182,0.0002529817,0.0001106303,0.0002247162,0.001056582,0.0002368931],"domain_scores_gemma":[0.9961357,0.0008327847,0.0002357507,0.0001658163,0.00223165,0.0003984097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001928842,0.0001388622,0.0007564324,0.005583213,0.00001893197,0.000649293,0.001297481,0.0005474396,0.01711972,0.08370735,0.4677586,0.4222298],"study_design_scores_gemma":[0.000002700775,0.00005491464,0.0004836937,0.0003138117,0.000003202853,0.000167904,0.0003010617,0.00004628962,0.00113096,0.003301432,0.9941804,0.00001367898],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.005205964,0.4443452,0.02289566,0.3158154,0.05658939,0.0004110095,0.001077518,0.000705098,0.1529547],"genre_scores_gemma":[0.03875561,0.4504719,0.02918558,0.05873992,0.02803588,0.0003796254,0.001006212,0.0004305025,0.3929948],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03593392,"threshold_uncertainty_score":0.08410734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3277660675328418,"score_gpt":0.3877018342529317,"score_spread":0.05993576672008988,"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."}}