{"id":"W4392117758","doi":"10.15173/m.v1i31.1867","title":"Cover Page","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"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":[0.0003772311,0.00008021953,0.00007194041,0.00002848843,0.000131018,0.0000256611,0.0003311246,0.00002174175,0.006809286],"category_scores_gemma":[0.0001441465,0.00004661196,0.00003408129,0.0001974342,0.0003003286,0.00005326808,0.00005629893,0.00007788953,0.3009928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005292443,"about_ca_system_score_gemma":0.0001097724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003838352,"about_ca_topic_score_gemma":0.00001038276,"domain_scores_codex":[0.999317,0.00007529202,0.00007911671,0.0001224272,0.0001735131,0.0002325794],"domain_scores_gemma":[0.9992213,0.00006517075,0.0000382158,0.0005524526,0.00004534839,0.00007755995],"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":[0.00002517641,0.00006287346,0.0006863555,0.000002068956,0.00002143907,8.143982e-7,0.003805617,6.948874e-8,0.0379058,0.002033871,0.9550828,0.0003731629],"study_design_scores_gemma":[0.0001940881,0.0000480099,0.01370981,0.000007658576,0.00002927529,0.0000139341,0.0005160235,0.0000201558,0.04140992,0.001345325,0.9425703,0.0001354344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9112742,0.00008384592,0.000005971522,0.00138864,0.0009011679,0.0001192449,0.00001383386,0.0001088133,0.08610426],"genre_scores_gemma":[0.9837227,0.000001011328,0.0001036026,0.0009911144,0.00127997,0.00001569686,0.000001925575,0.00004775573,0.01383617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2941836,"threshold_uncertainty_score":0.9940986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0234371273414405,"score_gpt":0.2972206078068415,"score_spread":0.273783480465401,"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."}}