{"id":"W7079986412","doi":"10.5281/zenodo.17058361","title":"Daneshpajouh/ChromeCRISPR: ChromeCRISPR v1.0.0 - Initial Release","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Documentation; Benchmarking; Deep learning; Citation; Key (lock); Source code; Random forest","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":[],"consensus_categories":[],"category_scores_codex":[0.0009897612,0.00172784,0.0008548098,0.0007797858,0.0005145991,0.001751328,0.003835428,0.001793007,0.1299818],"category_scores_gemma":[0.004136861,0.001084508,0.001188873,0.0005853371,0.0003501405,0.00247736,0.001507516,0.002335204,0.1400434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009096218,"about_ca_system_score_gemma":0.001447217,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007155123,"about_ca_topic_score_gemma":0.008589943,"domain_scores_codex":[0.9993663,0.00004675509,0.00003312973,0.0001570672,0.0003138552,0.0000829518],"domain_scores_gemma":[0.9990796,0.0001862841,0.00005167741,0.0002660444,0.0003353357,0.00008095639],"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":[0.0003526389,0.00006749187,0.0008784707,0.000459443,0.00008710339,0.0001112712,0.00004374236,0.004702602,0.01026903,0.00290474,0.9132748,0.06684864],"study_design_scores_gemma":[0.0005083584,0.0002798859,0.002973409,0.0002418315,0.0001175041,0.0004888182,0.00006361771,0.09425227,0.08615728,0.009496144,0.8051473,0.0002735588],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.005045442,0.0009113516,0.09674298,0.0008227755,0.0007645516,0.0003679852,0.06508789,0.7955712,0.0346859],"genre_scores_gemma":[0.0777047,0.001703463,0.1735248,0.002271522,0.0002595696,0.001720415,0.329455,0.2752059,0.1381546],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1299818,"threshold_uncertainty_score":0.4348326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02349344115007188,"score_gpt":0.2503622275928074,"score_spread":0.2268687864427355,"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."}}