{"id":"W6892863554","doi":"10.5281/zenodo.12266535","title":"present yourself pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Second Language Acquisition and Learning","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Worksheet; Pleasure; Process (computing); Download; Leverage (statistics); Key (lock)","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003822208,0.0002285158,0.0002080563,0.0005620362,0.0004349996,0.0006120578,0.000826121,0.0002367209,0.9630967],"category_scores_gemma":[0.0001131509,0.0002366011,0.0001012512,0.0003834877,0.0001216154,0.00004428772,0.0006024679,0.0006168517,0.6897213],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007331451,"about_ca_system_score_gemma":0.000002207553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000827226,"about_ca_topic_score_gemma":3.853229e-7,"domain_scores_codex":[0.9979956,0.0004361161,0.0002149394,0.0006336658,0.0003033963,0.0004163269],"domain_scores_gemma":[0.9988853,0.00001374896,0.0001259671,0.0006888501,0.0001061569,0.0001799554],"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":[0.00001676414,0.00007344269,7.315536e-8,0.00008742596,0.000174863,0.0001715917,0.002114845,9.393501e-7,0.0000377322,0.004055407,0.9553888,0.03787808],"study_design_scores_gemma":[0.0003077186,0.00009946139,0.00001718036,0.0001069854,0.00004183627,0.0002274652,0.001340534,0.000009419698,0.0000044453,0.00005892119,0.9975381,0.0002479155],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001936343,0.005557598,0.0003268111,0.0004353337,0.0007625037,0.0003776027,0.0002337318,0.002237471,0.9900496],"genre_scores_gemma":[0.0009931892,0.00003898977,0.00005613895,0.0007367045,0.001433589,8.649587e-8,0.002320304,0.01121543,0.9832056],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2733754,"threshold_uncertainty_score":0.9648314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03297551253115693,"score_gpt":0.2981454817736889,"score_spread":0.2651699692425319,"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."}}