{"id":"W6948743025","doi":"10.5281/zenodo.12277434","title":"mcat mnemonics pdf","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Biological and pharmacological studies of plants","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Oscillograph; Nucleofection; Population; Pretext; Frame (networking)","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":[0.0004864643,0.001428409,0.0008321865,0.002327705,0.001433498,0.005758453,0.00189802,0.001377628,0.9051328],"category_scores_gemma":[0.003516579,0.000644659,0.0007577564,0.001865073,0.0004319264,0.005037423,0.003422356,0.002139901,0.8360668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225071,"about_ca_system_score_gemma":0.001387248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002644645,"about_ca_topic_score_gemma":0.005654852,"domain_scores_codex":[0.9995605,0.00002613481,0.00002081708,0.00006280211,0.000261441,0.0000682887],"domain_scores_gemma":[0.997878,0.0001941583,0.00008329426,0.0002824866,0.0009584849,0.0006036643],"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":[0.00003581526,0.00003476032,0.00004007429,0.00009178225,0.000001264145,0.00003108747,0.00002863893,0.0000293163,0.0003288319,0.001207941,0.9552898,0.04288077],"study_design_scores_gemma":[0.00001292687,0.00001852625,0.0002388461,0.00003721393,0.000001944939,0.00004875084,0.00002701359,0.00007487577,0.0003355243,0.0007063356,0.9984908,0.000007150069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006712049,0.0005110907,0.002851519,0.001126139,0.002130861,0.0002675186,0.007858822,0.02340848,0.9611744],"genre_scores_gemma":[0.001712434,0.0003230581,0.001065553,0.0004683469,0.0004226347,0.00008341025,0.003821953,0.004089818,0.9880128],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09486717,"threshold_uncertainty_score":0.1353165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06230022614848861,"score_gpt":0.2946304220103211,"score_spread":0.2323301958618325,"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."}}