{"id":"W6949177449","doi":"10.5281/zenodo.12346984","title":"gmat verbal books pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Set (abstract data type); Standardized test; Nonverbal communication; Politeness; Table of contents","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":["insufficient_payload"],"category_scores_codex":[0.0002604232,0.0009851881,0.0007835086,0.002142935,0.001452915,0.005583959,0.001688536,0.001941354,0.8897452],"category_scores_gemma":[0.002323679,0.0006833685,0.0005585941,0.002487353,0.0004204084,0.003380055,0.002003098,0.002171298,0.8494597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009311931,"about_ca_system_score_gemma":0.001158138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005078965,"about_ca_topic_score_gemma":0.008252766,"domain_scores_codex":[0.9995311,0.00002429453,0.0000181774,0.00005513957,0.0003290611,0.00004214956],"domain_scores_gemma":[0.9987658,0.0001489774,0.00005064013,0.0001426924,0.0006698454,0.0002220552],"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":[0.000009477662,0.00002189666,0.00002143255,0.00006872389,9.07305e-7,0.00002227069,0.00001282872,0.00002386721,0.0001304734,0.000848465,0.9686561,0.03018354],"study_design_scores_gemma":[0.000005531934,0.00000970518,0.0002208992,0.00006657984,0.000001004623,0.00005105672,0.00003059527,0.00003099692,0.0001017091,0.0003307366,0.9991456,0.000005419961],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003017127,0.0006212182,0.0005226105,0.00076468,0.0009584918,0.0001410464,0.005195655,0.003796906,0.9876977],"genre_scores_gemma":[0.0007624902,0.000487304,0.0006185962,0.0005681276,0.0001796294,0.00005682578,0.003412756,0.0009920787,0.9929222],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1102548,"threshold_uncertainty_score":0.1572651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06002501557098591,"score_gpt":0.2907662549749335,"score_spread":0.2307412394039476,"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."}}