{"id":"W4390275538","doi":"10.1242/jcs.261826","title":"preLights – curating preprints for the biological community since 2018","year":2023,"lang":"en","type":"editorial","venue":"Journal of Cell Science","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Alberta","keywords":"Biology; Preprint; Library science; Online community; World Wide Web; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","open_science","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.09392589,0.0002302474,0.0005794283,0.0002969355,0.00213103,0.003351963,0.02069791,0.0005374535,0.00004993194],"category_scores_gemma":[0.3632782,0.0001056604,0.0003000451,0.001932079,0.001326236,0.002316938,0.002004145,0.003752405,0.0001411004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001870413,"about_ca_system_score_gemma":0.002232411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008826669,"about_ca_topic_score_gemma":0.00002231584,"domain_scores_codex":[0.9903596,0.000801429,0.001793416,0.0005105915,0.005987178,0.0005478067],"domain_scores_gemma":[0.8227023,0.1641754,0.005799329,0.001714312,0.005186688,0.0004218845],"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":[0.00003832381,0.00003085978,0.00006898109,0.000006092566,0.00000618557,0.000002711814,0.0004902135,0.0001041996,0.0007013807,0.00002893084,0.9965867,0.001935399],"study_design_scores_gemma":[0.0002301202,0.0001399128,0.0005169623,0.0001134309,0.00001950826,0.000006162336,0.0009069963,0.000431184,0.001045541,0.01189585,0.984522,0.0001723482],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.007420095,0.0002061063,0.002632177,0.001573185,0.9851815,0.0002867927,0.00005046202,0.00002170141,0.002628003],"genre_scores_gemma":[0.105064,0.0008071648,0.002828069,0.0002122214,0.8797845,0.0000203663,0.000003822754,0.00003649353,0.01124344],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2693523,"threshold_uncertainty_score":0.999168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1994168363846069,"score_gpt":0.464021562136047,"score_spread":0.2646047257514401,"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."}}