{"id":"W4389679972","doi":"10.1515/9780889777163-fm","title":"Frontmatter","year":2020,"lang":"en","type":"book-chapter","venue":"University of Regina Press eBooks","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00001277515,0.0001773461,0.0002530351,0.00003714849,0.0001147194,0.00002822911,0.0002342582,0.0001134658,0.003868646],"category_scores_gemma":[5.402431e-7,0.0001990447,0.0001453697,3.783103e-7,0.0004621879,0.00006104183,0.0001341421,0.0002273009,0.0002785184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002118802,"about_ca_system_score_gemma":0.000008416277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007641122,"about_ca_topic_score_gemma":0.0000787802,"domain_scores_codex":[0.9994975,0.000006745027,0.00005507828,0.0002122898,0.0001283536,0.00009998503],"domain_scores_gemma":[0.9995921,0.00001266349,0.00009826192,0.0002119483,0.00002124366,0.0000637401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001985701,0.000002728972,3.270092e-7,0.0000904211,0.00004672223,0.00006405891,0.00455022,1.057006e-7,0.000002604889,0.6461053,0.3486392,0.0004784948],"study_design_scores_gemma":[0.0001794532,0.00004688621,5.864708e-7,0.0001462938,0.000105802,0.000001469844,0.000242322,0.000002520933,0.00001247662,0.001860666,0.9972043,0.0001971905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000009125198,0.0002923263,0.00000971878,0.0006196719,0.0001400559,0.0001076796,0.0003410485,0.00004138221,0.998439],"genre_scores_gemma":[0.001012538,0.00002004707,0.00006571525,0.0002261324,0.0001962981,6.68423e-8,0.00006154275,0.00002406616,0.9983936],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6485652,"threshold_uncertainty_score":0.9970419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02368512353469384,"score_gpt":0.1584547966065459,"score_spread":0.134769673071852,"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."}}