{"id":"W4205433548","doi":"10.4000/belphegor.3718","title":"Introduction","year":2021,"lang":"fr","type":"article","venue":"Belphégor","topic":"Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":["insufficient_payload"],"category_scores_codex":[0.001642379,0.0006539056,0.0004678344,0.001519358,0.003476689,0.007426977,0.00204767,0.002939722,0.3694841],"category_scores_gemma":[0.004912643,0.0002807177,0.0006175885,0.00192489,0.001757126,0.00425256,0.004052026,0.002433977,0.1599932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003162151,"about_ca_system_score_gemma":0.00437706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006155447,"about_ca_topic_score_gemma":0.007408212,"domain_scores_codex":[0.9980521,0.00034184,0.0001090171,0.0005219284,0.0006832074,0.0002919539],"domain_scores_gemma":[0.9980878,0.0003450406,0.0001210508,0.0003253748,0.0007733839,0.0003473467],"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":[0.0001282907,0.00008973707,0.001983759,0.0005246078,0.00001304861,0.0005186666,0.005089268,0.000180603,0.0008135962,0.2955882,0.4808005,0.2142698],"study_design_scores_gemma":[0.00000370416,0.00001379712,0.0006193045,0.0001555267,0.000002381532,0.0001317459,0.0008871902,0.00002812581,0.0001044895,0.007102237,0.9909459,0.000005503451],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003595961,0.003013764,0.00460786,0.01090474,0.003347456,0.0001795991,0.002475272,0.0004435342,0.9714319],"genre_scores_gemma":[0.04429669,0.003764826,0.004852071,0.005610083,0.001091967,0.0002817076,0.003342652,0.0003821435,0.9363779],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6305159,"threshold_uncertainty_score":0.8993545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01576955169799809,"score_gpt":0.2223394939560702,"score_spread":0.2065699422580721,"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."}}