{"id":"W6963010529","doi":"10.17605/osf.io/5eusw","title":"Baron Lab Pulse Sequences","year":2021,"lang":"en","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pulse (music); Pulse sequence; Sequence (biology); Signal processing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001973706,0.001639743,0.00123923,0.001581249,0.001542351,0.001994127,0.002597988,0.002231105,0.3035282],"category_scores_gemma":[0.004703484,0.001491477,0.0005179718,0.001251146,0.0006210269,0.001736241,0.002045011,0.002754317,0.1214888],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008344325,"about_ca_system_score_gemma":0.001929141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004076378,"about_ca_topic_score_gemma":0.009467487,"domain_scores_codex":[0.9994873,0.00009865801,0.00004706578,0.0001261917,0.0001843275,0.00005649919],"domain_scores_gemma":[0.9983103,0.0003714379,0.00008743046,0.0003828841,0.000618448,0.0002293823],"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":[0.001780367,0.0001499568,0.0006085968,0.001513661,0.00009864957,0.0005263122,0.0003154665,0.001553331,0.1209864,0.01024999,0.72488,0.1373373],"study_design_scores_gemma":[0.0005495094,0.0002622182,0.002800982,0.0004080369,0.00016347,0.002370682,0.0001241841,0.006662705,0.06454755,0.01035944,0.911543,0.0002082783],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01536455,0.009392519,0.5752003,0.003594032,0.002894788,0.002340754,0.05887602,0.1220456,0.2102916],"genre_scores_gemma":[0.06036294,0.005687967,0.5953065,0.004938964,0.001213459,0.005678214,0.06833423,0.06138103,0.1970967],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3035282,"threshold_uncertainty_score":0.9934326,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01959505746378393,"score_gpt":0.2740593034348455,"score_spread":0.2544642459710616,"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."}}