{"id":"W6931093957","doi":"10.5281/zenodo.14932987","title":"tobiste/tectonicr: tectonicr 0.4.5","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Blood properties and coagulation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Field (mathematics); Process (computing); Stress (linguistics); Relation (database); Identification (biology)","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":[],"consensus_categories":[],"category_scores_codex":[0.001785294,0.0037904,0.002078522,0.002398416,0.0006066065,0.003086477,0.003982869,0.002083613,0.09373493],"category_scores_gemma":[0.002827376,0.002058962,0.002791469,0.001504267,0.0009199288,0.002376789,0.002624873,0.003376134,0.07798593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032507,"about_ca_system_score_gemma":0.001412457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008231063,"about_ca_topic_score_gemma":0.006756027,"domain_scores_codex":[0.9991788,0.0001369408,0.00007810756,0.0001890972,0.0002869234,0.0001300521],"domain_scores_gemma":[0.9992576,0.0002512042,0.00008412416,0.000178747,0.0001523343,0.00007597254],"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":[0.0007914303,0.0002119397,0.00383142,0.00312617,0.0007222271,0.0008282476,0.0006397699,0.07529728,0.01270728,0.05706578,0.7250481,0.1197305],"study_design_scores_gemma":[0.0007013873,0.0001015798,0.001954301,0.0003812758,0.0001819074,0.0004888463,0.00008666542,0.2090602,0.01546329,0.04163148,0.7296945,0.0002545601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002804197,0.0005168306,0.3306622,0.0002981036,0.0003235122,0.0001641212,0.05040637,0.5948171,0.02000761],"genre_scores_gemma":[0.06371602,0.001257703,0.2952828,0.000678859,0.0002623854,0.001194382,0.1984992,0.3955185,0.0435901],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.09373493,"threshold_uncertainty_score":0.3135746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02627976909506688,"score_gpt":0.2475906485597661,"score_spread":0.2213108794646992,"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."}}