{"id":"W3089422994","doi":"10.1522/rhe.v4i1.1091","title":"Conclusion","year":2020,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004921459,0.00009938453,0.0001431027,0.00001122013,0.0003863599,0.00008392417,0.0002832809,0.00009691824,0.0008165211],"category_scores_gemma":[0.0006846265,0.0001214022,0.00009148551,0.0006591413,0.0002503438,0.0003665671,0.00004757928,0.0001494409,0.0007410506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006204447,"about_ca_system_score_gemma":0.0006897453,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01539154,"about_ca_topic_score_gemma":0.002165679,"domain_scores_codex":[0.9986693,0.0002135055,0.0001987072,0.0002845103,0.0002670397,0.0003668825],"domain_scores_gemma":[0.9992065,0.0001057839,0.0001921519,0.0001022265,0.00008454113,0.0003088285],"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":[0.00001164977,0.00008985434,0.005409505,0.000137697,0.00001342972,0.00001742272,0.3355117,0.0001340915,0.0005390981,0.1656037,0.3723965,0.1201354],"study_design_scores_gemma":[0.0001043069,0.00004647153,0.008319628,0.00008940051,0.00002687897,0.000004555515,0.01651127,0.002097277,0.000147671,0.004254262,0.9682139,0.0001844006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4170558,0.006603109,0.001199621,0.5286834,0.004758005,0.0002249019,0.00001923424,0.00006296045,0.04139296],"genre_scores_gemma":[0.9618838,0.002081342,0.0004547509,0.005482165,0.004424464,0.000009123733,0.000005764355,0.00001147513,0.02564715],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5958174,"threshold_uncertainty_score":0.991165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1432890939582899,"score_gpt":0.3638047368443814,"score_spread":0.2205156428860915,"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."}}