{"id":"W6893875409","doi":"10.5281/zenodo.53832","title":"stackr: v.0.2.9","year":2016,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Troubleshooting; Identification (biology); Key (lock); Relation (database)","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":[0.004685408,0.00531342,0.002894612,0.003750971,0.001744315,0.008331751,0.009497324,0.004697819,0.4010437],"category_scores_gemma":[0.01472107,0.005527118,0.004132143,0.002441057,0.001512906,0.007070605,0.00783467,0.006544781,0.5972927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002250155,"about_ca_system_score_gemma":0.003097705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009672792,"about_ca_topic_score_gemma":0.007876639,"domain_scores_codex":[0.9968093,0.0004069295,0.0002909731,0.0007156924,0.001293576,0.000483491],"domain_scores_gemma":[0.9952545,0.0009541457,0.0003245204,0.001752628,0.001367234,0.0003470041],"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":[0.0001156486,0.000013195,0.0002879827,0.0004833678,0.00004991729,0.00006283551,0.0000772795,0.0002190662,0.0009835782,0.002101549,0.98493,0.01067566],"study_design_scores_gemma":[0.0001257016,0.00003195113,0.0004792491,0.0001997446,0.00004871115,0.0001801959,0.00004140939,0.0009529266,0.007009685,0.005571493,0.9852065,0.0001523297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0003593511,0.0003188117,0.0215534,0.0004986087,0.0004931501,0.0001192297,0.07149857,0.8876487,0.01751011],"genre_scores_gemma":[0.004664814,0.0003425161,0.01726618,0.001001514,0.0001534543,0.0003455999,0.1424798,0.8037778,0.02996828],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4010437,"threshold_uncertainty_score":0.8543384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03191453985425668,"score_gpt":0.2607083888429578,"score_spread":0.2287938489887011,"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."}}