{"id":"W1501511374","doi":"10.1016/s0076-6879(03)01016-4","title":"Comparative Studies of Galactoside-Containing Clusters","year":2003,"lang":"en","type":"article","venue":"Methods in enzymology on CD-ROM/Methods in enzymology","topic":"Galectins and Cancer Biology","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Galectin; Chemistry; Galactoside; Affinities; Stereochemistry; Combinatorial chemistry; Biochemistry; Enzyme","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01217467,0.0009009566,0.003614041,0.001547109,0.0002144758,0.000008731136,0.0008439301,0.001840959,0.0007974037],"category_scores_gemma":[0.00516236,0.000836991,0.0003474336,0.001213747,0.002827159,0.0001097858,0.0003360243,0.002389247,0.00006730697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004380814,"about_ca_system_score_gemma":0.0002802499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003169723,"about_ca_topic_score_gemma":0.0015658,"domain_scores_codex":[0.9612502,0.03308548,0.002218867,0.001627997,0.00008574875,0.001731667],"domain_scores_gemma":[0.9825162,0.01516024,0.000931669,0.001059909,0.0002525137,0.00007947227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00253285,0.001234111,0.05203509,0.0001406219,0.001310398,0.0001776447,0.01155676,0.0005991998,0.8569465,0.04422784,0.001139558,0.02809943],"study_design_scores_gemma":[0.0158501,0.01081285,0.2356261,0.00040097,0.0003472849,0.002408137,0.01996303,0.00002890879,0.6008825,0.07512394,0.03600571,0.002550469],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9251717,0.02404801,0.02541743,0.0004074312,0.008592408,0.001233792,0.00002825694,0.0001492908,0.01495166],"genre_scores_gemma":[0.6088664,0.0004455638,0.3887154,0.0009601819,0.00004317549,0.000301037,0.00002008219,0.00005703397,0.0005911394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.363298,"threshold_uncertainty_score":0.9999123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1212694957571843,"score_gpt":0.4642586602275171,"score_spread":0.3429891644703328,"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."}}