{"id":"W4405859889","doi":"10.5376/cmb.2024.14.0021","title":"Molecular Interactions in Biological Systems: Technological Applications and Innovations","year":2024,"lang":"en","type":"article","venue":"Computational Molecular Biology","topic":"Various Chemistry Research Topics","field":"Chemistry","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computational biology; Computer science; Nanotechnology; Biology; Materials science","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":[0.001733552,0.001110293,0.001110832,0.001516482,0.0009369503,0.003095088,0.001397143,0.002001203,0.003970674],"category_scores_gemma":[0.002294757,0.000579274,0.0007830089,0.001756307,0.004764653,0.005523327,0.002333215,0.002991465,0.001718685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001738595,"about_ca_system_score_gemma":0.001383859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006370686,"about_ca_topic_score_gemma":0.0005101974,"domain_scores_codex":[0.9988121,0.0004189292,0.00005765011,0.0001631912,0.0004808171,0.00006739313],"domain_scores_gemma":[0.9988899,0.0006462326,0.00008098185,0.0001815674,0.0001441122,0.00005727602],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002970653,0.00005455068,0.0004321564,0.002840083,0.0000713108,0.0001896602,0.0004380153,0.006927561,0.005731881,0.7714304,0.01426654,0.1975881],"study_design_scores_gemma":[0.0000124459,0.00006157824,0.0004253829,0.0006880526,0.00003520186,0.0004376642,0.0001836161,0.008783334,0.003025232,0.4344477,0.5518492,0.00005053477],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.006266271,0.8084764,0.09989884,0.01831438,0.003636962,0.0000867653,0.0001366491,0.0005136065,0.06267001],"genre_scores_gemma":[0.09852263,0.7694722,0.1047662,0.003532616,0.005679172,0.0003234517,0.0002100696,0.0002383228,0.01725533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003970674,"threshold_uncertainty_score":0.01328325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0276157127509553,"score_gpt":0.3455894996453538,"score_spread":0.3179737868943985,"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."}}