{"id":"W6930368500","doi":"10.5281/zenodo.12594498","title":"JATOS/JATOS: JATOS v3.9.3","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Download; Metadata; Header; Graphical user interface; Component (thermodynamics); Usability; Software; Field (mathematics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004045508,0.005434518,0.002504393,0.00363203,0.001547838,0.009304116,0.008481601,0.002986853,0.3793975],"category_scores_gemma":[0.01823768,0.004863107,0.00379766,0.002106784,0.001056186,0.009699632,0.006843317,0.006389247,0.5393771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001645367,"about_ca_system_score_gemma":0.002118295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004790911,"about_ca_topic_score_gemma":0.003134052,"domain_scores_codex":[0.9973148,0.0003049641,0.0003560229,0.0005306352,0.0009612494,0.0005322949],"domain_scores_gemma":[0.9907154,0.001304608,0.000486807,0.002660855,0.00391813,0.0009141326],"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":[0.0003360074,0.00003602316,0.0004128749,0.0004846492,0.00005733145,0.0001055923,0.0001527132,0.0001799302,0.001642821,0.001293254,0.9763532,0.01894573],"study_design_scores_gemma":[0.0003001136,0.00009227946,0.001675866,0.0004382781,0.00009858865,0.0004731903,0.0001351133,0.001688592,0.01175831,0.004859713,0.9781547,0.0003252506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.000501484,0.0002970156,0.02168055,0.0002920883,0.0006159737,0.0001561223,0.01940717,0.9405364,0.01651313],"genre_scores_gemma":[0.007082344,0.0004818651,0.01948459,0.001244078,0.0003382736,0.0005434462,0.06561949,0.866636,0.03856986],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3793975,"threshold_uncertainty_score":0.8852141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01660654433618508,"score_gpt":0.2601134902350978,"score_spread":0.2435069458989127,"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."}}