{"id":"W4387564869","doi":"10.1515/9780887558764-fm","title":"Front Matter","year":2020,"lang":"en","type":"paratext","venue":"University of Manitoba Press eBooks","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Manitoba Arts Council; Social Sciences and Humanities Research Council of Canada; Government of Canada; Canada Council for the Arts; Federation for the Humanities and Social Sciences","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007615123,0.0004947821,0.0008112555,0.0002143431,0.000151854,0.00003944445,0.001422822,0.0004923575,0.01306665],"category_scores_gemma":[0.000005623805,0.0006473551,0.0003461007,0.00001764625,0.0003760725,0.00008973825,0.0009415098,0.0006954265,0.3078076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002456139,"about_ca_system_score_gemma":0.0001432195,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01280884,"about_ca_topic_score_gemma":0.002036925,"domain_scores_codex":[0.9978986,0.0002102528,0.0002462857,0.0006977348,0.0005306285,0.0004164529],"domain_scores_gemma":[0.9982197,0.00005250784,0.0005481048,0.000764016,0.0001899788,0.000225725],"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":[0.0002901522,0.00003776321,0.00002282966,0.000405178,0.0003722174,0.000119346,0.0009129797,0.00003208031,0.0003507512,0.00008060528,0.9971024,0.0002736739],"study_design_scores_gemma":[0.0007867416,0.00005584686,0.0001232001,0.0002220369,0.0003592436,0.000005259341,0.0006703018,0.00002897333,0.001075446,0.00001066601,0.9960934,0.0005688787],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006284944,0.0003065594,0.0002459215,0.00003080166,0.0007769375,0.0005729228,0.002424948,0.0001154432,0.994898],"genre_scores_gemma":[0.002498619,0.00004522435,0.0006792849,0.0001505939,0.0003580458,6.189201e-7,0.000420903,0.0001840155,0.9956627],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.294741,"threshold_uncertainty_score":0.9995978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03284112738227634,"score_gpt":0.2050286593218585,"score_spread":0.1721875319395821,"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."}}