{"id":"W3137626189","doi":"10.7202/1075353ar","title":"Conception et validation de dispositifs numériques promouvant l’activité professionnelle","year":2020,"lang":"fr","type":"article","venue":"Revue francophone de la déficience intellectuelle","topic":"Disability Education and Employment","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002272551,0.0003153062,0.0003892648,0.00006895213,0.0006648381,0.0002747526,0.0005202529,0.0003668232,0.005185806],"category_scores_gemma":[0.001933808,0.0003450616,0.0002033688,0.001558117,0.001217604,0.000618069,0.0001146086,0.0006559167,0.0009076121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008101405,"about_ca_system_score_gemma":0.001266348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501403,"about_ca_topic_score_gemma":0.0001763855,"domain_scores_codex":[0.9951274,0.002412862,0.0005368661,0.0006846665,0.0004573591,0.0007808706],"domain_scores_gemma":[0.9976452,0.001092267,0.0002541066,0.0002960281,0.0001788016,0.000533606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001984787,0.002312779,0.01690608,0.0006599154,0.00004528395,0.00002194707,0.8439646,0.004327135,0.03365394,0.01366245,0.04943472,0.03481264],"study_design_scores_gemma":[0.001222136,0.001199353,0.006597333,0.001885,0.00009424777,0.00006326706,0.3934059,0.06812773,0.07633352,0.01459192,0.4347166,0.001763049],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8245102,0.00190741,0.0516054,0.09201019,0.00316058,0.001074143,0.00002699746,0.0002393875,0.02546575],"genre_scores_gemma":[0.9862105,0.001282439,0.0013168,0.001932114,0.00117574,0.0001378165,0.00001834211,0.00004256752,0.007883745],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4505588,"threshold_uncertainty_score":0.9999002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03296916985313149,"score_gpt":0.329106009735227,"score_spread":0.2961368398820955,"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."}}