{"id":"W4392108458","doi":"10.15173/m.v1i42.3254","title":"Cover Page","year":2022,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cover (algebra); Geography; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0005781319,0.00006850892,0.00006942779,0.00003628524,0.0003478932,0.00001573598,0.0004391513,0.000006636439,0.02311236],"category_scores_gemma":[0.00006197405,0.0000471212,0.00004512834,0.0002870314,0.00005788438,0.00003104311,0.0002181279,0.0001953782,0.03026963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001644994,"about_ca_system_score_gemma":0.0001579392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004476717,"about_ca_topic_score_gemma":0.000001700077,"domain_scores_codex":[0.999077,0.0002085258,0.00007803383,0.0001202691,0.0003120063,0.0002041373],"domain_scores_gemma":[0.9993355,0.00008502636,0.00004230311,0.000472124,0.000009902418,0.00005513233],"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":[0.00002912522,0.0001305774,0.0005770017,0.000001959588,0.00002211043,0.00000417394,0.004357136,0.000030569,0.01595532,0.002627993,0.976059,0.0002050804],"study_design_scores_gemma":[0.0001605742,0.0000254989,0.003465293,7.462943e-7,0.0000199081,0.00002841227,0.002506887,0.00002912546,0.001653402,0.0007900795,0.9912241,0.00009604943],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9644932,0.0002696923,0.000001077713,0.002739567,0.0009262236,0.0001684151,0.00007799291,0.0001086007,0.03121528],"genre_scores_gemma":[0.9789877,7.729765e-7,0.00002431445,0.001256943,0.0001795095,0.0001443857,0.000008892775,0.00005044598,0.01934705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01516507,"threshold_uncertainty_score":0.9777806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980410324023411,"score_gpt":0.2658193211057995,"score_spread":0.2460152178655654,"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."}}