{"id":"W4392125669","doi":"10.15173/m.v1i35.2195","title":"Cover","year":2019,"lang":"en","type":"article","venue":"The Meducator","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cover (algebra); 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003346287,0.0009895443,0.0007604625,0.00277892,0.002332912,0.003432102,0.001217162,0.001797809,0.907815],"category_scores_gemma":[0.002858847,0.0004224511,0.0007408208,0.001526096,0.0004954056,0.001782035,0.003012375,0.001475746,0.8616115],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000852977,"about_ca_system_score_gemma":0.00126602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004142109,"about_ca_topic_score_gemma":0.01307112,"domain_scores_codex":[0.9996054,0.00004827998,0.00001056379,0.00005570218,0.0002069686,0.00007312019],"domain_scores_gemma":[0.9989942,0.0001621373,0.00003573762,0.0001098152,0.0003754826,0.0003226604],"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":[0.0000168596,0.00002401187,0.00006489169,0.00005097445,0.000001154818,0.00002661837,0.00001657756,0.00001686854,0.0001031992,0.001276189,0.9473327,0.05106992],"study_design_scores_gemma":[0.00000645191,0.00000973212,0.000295583,0.00006291135,0.000001374818,0.00003975181,0.00004332138,0.00003628872,0.00005660669,0.0005427271,0.9989014,0.000003842249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002539314,0.0003704775,0.0002322516,0.0007999848,0.001594772,0.00009211849,0.001229848,0.0006450246,0.9947817],"genre_scores_gemma":[0.0003851904,0.0001296889,0.00009269384,0.0002288742,0.00021354,0.00002015887,0.0004538721,0.000129441,0.9983464],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09218502,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009063872959617537,"score_gpt":0.2526128917413428,"score_spread":0.2435490187817252,"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."}}