{"id":"W4399749900","doi":"10.20944/preprints202301.0571.v3","title":"Spin Helicity","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Advanced Neuroimaging Techniques and Applications","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Helicity; Physics; Spin (aerodynamics); Condensed matter physics; Particle physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002197546,0.0003184669,0.0004325818,0.0001564105,0.00005760618,0.00001590914,0.0003422705,0.0002507337,0.0004982496],"category_scores_gemma":[0.0001345203,0.0003106602,0.0002805526,0.0001787336,0.000100363,0.00002059297,0.003196143,0.001862856,0.003438032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001511255,"about_ca_system_score_gemma":0.0001662352,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006990501,"about_ca_topic_score_gemma":0.000001564815,"domain_scores_codex":[0.9979349,0.00002607348,0.0003993612,0.001097707,0.0002614276,0.0002804715],"domain_scores_gemma":[0.9977143,0.00002742659,0.0001280548,0.001848775,0.0001085271,0.0001728497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002208573,0.001399327,0.6710706,0.005899922,0.0005947959,0.0006202725,0.0008205987,0.000260721,0.2575369,0.03511555,0.01031191,0.0161485],"study_design_scores_gemma":[0.0004410573,0.00005342354,0.2979747,0.001944779,0.0005317437,0.0002094385,0.00002502802,0.001009811,0.305904,0.1877565,0.2032645,0.000885047],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.936188,0.0003872688,0.002136017,0.009629087,0.0003907579,0.001493828,0.00005314404,0.002153515,0.04756839],"genre_scores_gemma":[0.9869888,0.0003942967,0.004355064,0.000889354,0.0003681825,0.0005188875,0.00006580669,0.00009003757,0.006329568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.373096,"threshold_uncertainty_score":0.9999346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2803177955408582,"score_gpt":0.4634438245469291,"score_spread":0.1831260290060708,"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."}}