{"id":"W6948886029","doi":"10.5281/zenodo.12315564","title":"Pdf xchange ocr","year":2024,"lang":"zh","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Wood and Agarwood Research","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Dysgeusia; Subpoena; Filter (signal processing); Feature (linguistics); HT1080","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009992721,0.0007066277,0.000596079,0.0007609155,0.002063614,0.003370255,0.003151655,0.0006847593,0.7665633],"category_scores_gemma":[0.0007096872,0.0007287304,0.0003278834,0.001166079,0.000542823,0.0001801944,0.00478828,0.002129252,0.7303598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004877471,"about_ca_system_score_gemma":0.00002024138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004832592,"about_ca_topic_score_gemma":0.000001179352,"domain_scores_codex":[0.9944723,0.000461693,0.0006201743,0.001641417,0.001401905,0.00140252],"domain_scores_gemma":[0.9968188,0.00004461893,0.0002494743,0.001514112,0.000667263,0.0007056869],"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":[0.0000605982,0.0002881084,3.970484e-7,0.002235388,0.0004084421,0.000301521,0.0008703431,0.000001602941,0.008191846,0.002276778,0.9316828,0.0536822],"study_design_scores_gemma":[0.0006780906,0.0002247196,0.000005718239,0.001030282,0.0001148527,0.0002643855,0.0006375427,0.00009167058,0.001338895,0.0004394462,0.9944213,0.000753067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001899028,0.002813766,0.00008497112,0.001572376,0.000484976,0.0006351297,0.001629197,0.001849184,0.9907405],"genre_scores_gemma":[0.01399682,0.001431627,0.00006966799,0.0001427887,0.002985698,1.510017e-7,0.005663525,0.02093267,0.9547771],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06273855,"threshold_uncertainty_score":0.9995164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03704788019154566,"score_gpt":0.2581013636717884,"score_spread":0.2210534834802427,"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."}}