{"id":"W7163879817","doi":"10.17605/osf.io/mdb3v","title":"LiFeAs QPI","year":2025,"lang":"","type":"article","venue":"Open Science Framework","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":["metaresearch","metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["sts","open_science","insufficient_payload"],"category_scores_codex":[0.01254841,0.0007322453,0.000941329,0.00127249,0.004530367,0.015778,0.03232425,0.0006190624,0.005796349],"category_scores_gemma":[0.01495498,0.0007514961,0.0002066285,0.03652835,0.009943646,0.005588935,0.01839646,0.002145838,0.05590409],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001418303,"about_ca_system_score_gemma":0.01308905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004491514,"about_ca_topic_score_gemma":0.00003519306,"domain_scores_codex":[0.989528,0.0003846377,0.001117752,0.003386423,0.002753329,0.00282988],"domain_scores_gemma":[0.9902651,0.0009574551,0.0005211059,0.006020463,0.001115958,0.001119876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002774616,0.0009410675,0.02623848,0.00006129117,0.00008706402,0.00005227242,0.002300663,0.0003358244,0.006382393,0.8183845,0.05600356,0.08893539],"study_design_scores_gemma":[0.001273966,0.0003101632,0.05806307,0.009903776,0.0002554096,0.00001692692,0.002876145,0.006390581,0.01545107,0.4121156,0.4911701,0.002173246],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05323894,0.003990621,0.01332325,0.01787144,0.01521225,0.00479744,0.0001100087,0.0002385414,0.8912175],"genre_scores_gemma":[0.8954249,0.0001463795,0.06448981,0.006367317,0.0002971715,0.0001267316,0.000001398425,0.0000861275,0.03306015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8581574,"threshold_uncertainty_score":0.9994936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03146719657032284,"score_gpt":0.4202163714823365,"score_spread":0.3887491749120137,"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."}}