{"id":"W4236300202","doi":"10.4000/corela.5048","title":"Vol.15, n°2","year":2017,"lang":"fr","type":"paratext","venue":"Cognition représentation langages","topic":"Linguistics and Discourse Analysis","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":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003663647,0.0005587015,0.0006762178,0.0003417253,0.002726908,0.001959437,0.0003889525,0.0003507135,0.1245003],"category_scores_gemma":[0.00101931,0.0005597878,0.0005224041,0.00005076947,0.000767039,0.000362884,0.0001140884,0.000597134,0.04047815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007442984,"about_ca_system_score_gemma":0.0001787116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001950336,"about_ca_topic_score_gemma":0.0008183076,"domain_scores_codex":[0.9971582,0.0002960142,0.0007344516,0.0008110129,0.0005429841,0.000457355],"domain_scores_gemma":[0.9957931,0.0003111009,0.001117691,0.0007888772,0.001787939,0.0002012722],"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":[0.00004918701,0.0003134987,0.0001718171,0.0005102044,0.0009261098,0.0001084194,0.004319694,0.00008276211,0.00005816103,0.0847976,0.9018508,0.00681181],"study_design_scores_gemma":[0.0007334506,0.0000778364,0.0004835953,0.0006206837,0.001841466,0.000007203838,0.005097074,0.0003403757,0.0003730096,0.004227221,0.9854208,0.0007772924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001255773,0.006069886,0.0003844046,0.001356239,0.01030856,0.0004565658,0.003159394,0.00009589129,0.9769133],"genre_scores_gemma":[0.156131,0.004342996,0.00008253899,0.0006557212,0.01983134,0.0001128028,0.01172215,0.00008898731,0.8070324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1698809,"threshold_uncertainty_score":0.9996853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07313327939284231,"score_gpt":0.3468113161806343,"score_spread":0.273678036787792,"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."}}