{"id":"W4410078308","doi":"10.1093/nar/gkaf385","title":"Heatmapper2: web-enabled heat mapping made easy","year":2025,"lang":"en","type":"article","venue":"Nucleic Acids Research","topic":"thermodynamics and calorimetric analyses","field":"Chemistry","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Genome Alberta; Canada Foundation for Innovation; Genome Canada","keywords":"Python (programming language); Geospatial analysis; Computer science; Web application; Personalization; Database; Upgrade; World Wide Web; Distributed computing; Operating system; Cartography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004028066,0.003613715,0.003635759,0.004323953,0.001464326,0.005181322,0.003956659,0.001699898,0.09253658],"category_scores_gemma":[0.01739879,0.002236467,0.004195336,0.006277265,0.001065189,0.004120694,0.004743135,0.004294361,0.04428452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001143795,"about_ca_system_score_gemma":0.002573159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006183529,"about_ca_topic_score_gemma":0.007300282,"domain_scores_codex":[0.9964969,0.0008359693,0.0002868626,0.001030275,0.001070594,0.0002795165],"domain_scores_gemma":[0.994709,0.002997647,0.0003174852,0.0006356608,0.00114138,0.0001987691],"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":[0.0008532334,0.000127365,0.003090722,0.003167125,0.0005569259,0.0003360244,0.0009090533,0.01888153,0.007055494,0.01189261,0.8159621,0.1371677],"study_design_scores_gemma":[0.0005625123,0.0001479479,0.007940901,0.0008871455,0.0003006874,0.0004997752,0.0004315668,0.1546545,0.02715634,0.08402295,0.7224652,0.0009305415],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.004339595,0.001310934,0.4966944,0.0009726759,0.001728131,0.0006377033,0.1201049,0.3657252,0.00848642],"genre_scores_gemma":[0.05552843,0.001898541,0.5476385,0.001764177,0.0006643839,0.007978882,0.1718088,0.1973969,0.0153214],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.09253658,"threshold_uncertainty_score":0.3095657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04137192457247387,"score_gpt":0.334768276188131,"score_spread":0.2933963516156572,"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."}}