{"id":"W6929961019","doi":"10.5281/zenodo.10204721","title":"gnssir_rt","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Cellular Mechanics and Interactions","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université Laval","funders":"","keywords":"Column (typography); Python (programming language); Software; Code (set theory); Source lines of code","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":[0.001060053,0.002802055,0.001765732,0.002188548,0.0009207263,0.003085433,0.003640733,0.001861441,0.4588647],"category_scores_gemma":[0.00325289,0.001662164,0.001715647,0.002281502,0.0004727285,0.003262453,0.004166318,0.002911899,0.6474696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218346,"about_ca_system_score_gemma":0.001008985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008058926,"about_ca_topic_score_gemma":0.00676133,"domain_scores_codex":[0.9991031,0.00008175207,0.00005154632,0.0002329797,0.0004127851,0.0001178054],"domain_scores_gemma":[0.9988964,0.0001060985,0.00005210959,0.0003723715,0.0004593369,0.0001137162],"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":[0.000089826,0.00001515899,0.0003663326,0.0001815899,0.00003307455,0.00003165684,0.00005052732,0.0006643246,0.0009593596,0.001379621,0.9729612,0.02326731],"study_design_scores_gemma":[0.00006849672,0.00001896285,0.0006968724,0.00007833118,0.00001799412,0.00008148899,0.00002267841,0.002177199,0.002685539,0.00298768,0.991107,0.00005770939],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"other","genre_scores_codex":[0.0008232151,0.000464432,0.028672,0.000458389,0.0004869745,0.000164765,0.204876,0.6342318,0.1298224],"genre_scores_gemma":[0.009286249,0.0005337285,0.0311435,0.001131104,0.0002095094,0.0004664147,0.4173189,0.4521235,0.08778716],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5411353,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02479368107307824,"score_gpt":0.2505515633825422,"score_spread":0.225757882309464,"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."}}