{"id":"W4402887424","doi":"10.1075/fillm.19.11gut","title":"Afterword","year":2024,"lang":"en","type":"book-chapter","venue":"FILLM studies in languages and literatures","topic":"Ecocriticism and Environmental Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Jerome's University; Lakehead University","funders":"","keywords":"Philosophy","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006167307,0.0004054702,0.0004461026,0.0001711728,0.0001250993,0.0003442154,0.0001015879,0.0001742417,0.001807073],"category_scores_gemma":[0.000009581206,0.0002948982,0.0001102283,0.000009727585,0.000502406,0.0001124484,0.0002099643,0.0005722939,0.00009485131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003553833,"about_ca_system_score_gemma":0.00000346119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001065885,"about_ca_topic_score_gemma":0.0002499573,"domain_scores_codex":[0.9989248,0.000007960582,0.0002717438,0.0004257736,0.0001378354,0.000231899],"domain_scores_gemma":[0.9996073,0.00007608031,0.00004450635,0.000205625,0.00002155271,0.00004493365],"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":[0.0000123366,0.000007670928,0.000004090154,0.0006899324,0.000145705,0.0005877876,0.06619966,1.393851e-7,0.000001322056,0.873416,0.05748216,0.001453179],"study_design_scores_gemma":[0.00009777208,0.00005472148,0.00001024922,0.0018617,0.00006340331,0.00001825248,0.003738665,7.268441e-7,0.000001176473,0.0417948,0.9520152,0.0003433571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002281277,0.3297024,1.349546e-8,0.0002427947,0.000864313,0.0001060955,0.0007019791,0.00004681,0.6681075],"genre_scores_gemma":[0.02231643,0.007651812,0.00002697996,0.0009687142,0.001987889,0.00002432548,0.0002063559,0.00006395645,0.9667535],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.894533,"threshold_uncertainty_score":0.9999503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02153813000369424,"score_gpt":0.2804777881426048,"score_spread":0.2589396581389105,"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."}}