{"id":"W6950005184","doi":"10.5281/zenodo.59656","title":"stackr: update","year":2016,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Genetic Associations and Epidemiology","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Documentation; Set (abstract data type); Software; Process (computing); Key (lock)","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":[0.006265721,0.005313664,0.002880619,0.004293281,0.001504157,0.009668897,0.008562597,0.004486027,0.4579521],"category_scores_gemma":[0.03070542,0.005084821,0.004099645,0.003439325,0.001369571,0.009647574,0.008918458,0.00585803,0.5529174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00249987,"about_ca_system_score_gemma":0.003213159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00921175,"about_ca_topic_score_gemma":0.005382586,"domain_scores_codex":[0.9942316,0.001051043,0.0008070908,0.00116303,0.002160124,0.0005870293],"domain_scores_gemma":[0.9882968,0.002604971,0.000638794,0.004092756,0.003813877,0.0005527452],"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":[0.0002044701,0.00001906253,0.0003671843,0.0004918532,0.00005752814,0.00006579601,0.00008155977,0.0003264311,0.0005242717,0.002996665,0.9735138,0.0213514],"study_design_scores_gemma":[0.0001558033,0.00002125712,0.0004185317,0.0001733422,0.00004482096,0.0001579304,0.00002642224,0.0011078,0.003113809,0.005750468,0.9889145,0.0001153172],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0006199818,0.0005301231,0.05002553,0.0009259685,0.001222993,0.000175705,0.1396542,0.7786976,0.02814789],"genre_scores_gemma":[0.005917144,0.000485057,0.02366143,0.001470807,0.0004701334,0.0004234355,0.2148831,0.7075765,0.04511243],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4579521,"threshold_uncertainty_score":0.7731656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881972335948672,"score_gpt":0.2585491495318519,"score_spread":0.2397294261723652,"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."}}