{"id":"W2404340837","doi":"","title":"Semantic search for the life sciences.","year":2011,"lang":"fr","type":"article","venue":"Ingénierie des systèmes d information","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Semantic search; Computer science; Information retrieval; Data science; World Wide Web; Semantic Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001853375,0.0007769997,0.001223162,0.006542981,0.001250283,0.00327167,0.001218718,0.001673959,0.01114119],"category_scores_gemma":[0.006958703,0.000377147,0.001534846,0.007970356,0.001047213,0.007198236,0.002591254,0.001161675,0.006904672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001700101,"about_ca_system_score_gemma":0.003082218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005508174,"about_ca_topic_score_gemma":0.01077669,"domain_scores_codex":[0.998803,0.0003531752,0.0001877827,0.000187162,0.0004020794,0.00006680853],"domain_scores_gemma":[0.9983519,0.0007946243,0.0001313301,0.0003118432,0.000291127,0.0001192308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004053045,0.0001581741,0.001638596,0.003826228,0.0003236358,0.0005127978,0.0005064314,0.005586347,0.004390409,0.4611433,0.1485081,0.3730008],"study_design_scores_gemma":[0.00006351662,0.00004932453,0.001458082,0.0007015587,0.0001699749,0.0004733978,0.0004907695,0.03539159,0.00299707,0.6306022,0.3275655,0.00003712015],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02365522,0.07733036,0.7184407,0.01742814,0.002463657,0.0007206622,0.07093905,0.01888855,0.07013363],"genre_scores_gemma":[0.1907611,0.02882345,0.6380799,0.002579483,0.0007355101,0.000743017,0.1138474,0.000937478,0.02349257],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01114119,"threshold_uncertainty_score":0.03727096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05373632683197375,"score_gpt":0.2819853346666208,"score_spread":0.2282490078346471,"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."}}