{"id":"W3209942602","doi":"10.5281/zenodo.2588566","title":"litrl/litrl_code: Litrl Browser Experimental 0.14.0.0 Public","year":2019,"lang":"en","type":"article","venue":"Figshare","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Code (set theory); Internet privacy; World Wide Web; Computer security; Business; Programming language; Set (abstract data type)","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":[0.004211104,0.002362245,0.001121477,0.001629525,0.0006841691,0.002975164,0.003372111,0.001755198,0.3024884],"category_scores_gemma":[0.01540805,0.002249167,0.001078923,0.0008716837,0.000890329,0.004840239,0.002890278,0.004091513,0.2062585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009588082,"about_ca_system_score_gemma":0.00186659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004022982,"about_ca_topic_score_gemma":0.004162683,"domain_scores_codex":[0.9978437,0.0003683895,0.0002466807,0.0004650742,0.0006979097,0.0003781804],"domain_scores_gemma":[0.9912828,0.003042588,0.0002977828,0.002229141,0.002706115,0.0004415305],"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":[0.001261202,0.0006707854,0.002257713,0.0007285433,0.00005303959,0.0001857405,0.0003868755,0.0006661146,0.004632416,0.004231751,0.9304906,0.05443514],"study_design_scores_gemma":[0.002386082,0.0006524973,0.01011445,0.0007700316,0.0001062897,0.0005782774,0.0004193496,0.02602323,0.04738118,0.01168409,0.899492,0.0003923757],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.006690345,0.0003765462,0.04181939,0.0006581723,0.00055319,0.001635292,0.05339011,0.8528784,0.04199858],"genre_scores_gemma":[0.08919096,0.0007288991,0.1249028,0.002680004,0.0003109201,0.008811769,0.2023203,0.4577312,0.1133232],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3024884,"threshold_uncertainty_score":0.9949156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3167740985105319,"score_gpt":0.4042258311308436,"score_spread":0.08745173262031175,"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."}}