{"id":"W4413091874","doi":"10.7202/1118631ar","title":"Introduction","year":2024,"lang":"en","type":"article","venue":"Mens Revue d histoire intellectuelle et culturelle","topic":"Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Environmental science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001539096,0.0009421589,0.000638752,0.001691626,0.003476078,0.005381019,0.00199232,0.003115226,0.5479886],"category_scores_gemma":[0.006216913,0.0003269419,0.0005968252,0.002005341,0.0009762932,0.002647646,0.002654069,0.002273891,0.3354366],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00667912,"about_ca_system_score_gemma":0.01132854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08679496,"about_ca_topic_score_gemma":0.09999783,"domain_scores_codex":[0.9982569,0.0001510179,0.00007218748,0.0003680954,0.0008661238,0.0002856851],"domain_scores_gemma":[0.9949516,0.0003288647,0.0001376314,0.0002612498,0.003610362,0.0007102753],"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":[0.00001396063,0.00001073514,0.0002117378,0.000138389,0.000001485075,0.00003785231,0.0001647766,0.00002592417,0.00009172284,0.003682792,0.9607615,0.03485903],"study_design_scores_gemma":[0.000002077142,0.000004102671,0.0003897011,0.0001215022,8.898738e-7,0.00002883762,0.00009094965,0.000006315837,0.00002618478,0.0003510112,0.9989754,0.000003086556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001463896,0.01016628,0.002508485,0.05112364,0.03744729,0.0004372276,0.018288,0.001751133,0.8768141],"genre_scores_gemma":[0.00671867,0.004702709,0.001334651,0.01284067,0.005476727,0.0002230004,0.00707219,0.0004983876,0.9611329],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4520114,"threshold_uncertainty_score":0.6447394,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01561522220305193,"score_gpt":0.2192865303546698,"score_spread":0.2036713081516179,"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."}}