{"id":"W2969911007","doi":"10.4000/hommesmigrations.3607","title":"Brigitte Giraud, Nous serons des héros","year":2016,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Psychoanalysis and Psychopathology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Physics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"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":[0.0008239911,0.0004640673,0.0005565048,0.000440768,0.0007092775,0.0001650004,0.0006755101,0.0005366915,0.01504511],"category_scores_gemma":[0.0001431771,0.0003663848,0.0005163822,0.001011141,0.001467245,0.0003803112,0.00008967539,0.0004878476,0.01685763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535921,"about_ca_system_score_gemma":0.0001721889,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005377374,"about_ca_topic_score_gemma":0.003248415,"domain_scores_codex":[0.9955303,0.001016972,0.0007386801,0.0009714009,0.0003582511,0.001384365],"domain_scores_gemma":[0.9967372,0.0007560283,0.0002082854,0.001533729,0.0002825474,0.0004821823],"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":[0.00007205737,0.0009591291,0.03331938,0.00002377979,0.000426001,0.00009753799,0.002729073,0.000002274637,0.00302222,0.003824744,0.608175,0.3473488],"study_design_scores_gemma":[0.00177653,0.0003365823,0.08139128,0.0002105909,0.0002682018,0.0002511271,0.0009517355,0.00002021433,0.000139979,0.006259931,0.9078852,0.0005086393],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4008745,0.2829197,0.02528898,0.09942937,0.007212376,0.001129379,0.001988683,0.0003263113,0.1808306],"genre_scores_gemma":[0.5129413,0.002958346,0.0007250609,0.001061916,0.00100056,0.0001961993,0.00005370296,0.00007254045,0.4809904],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3468402,"threshold_uncertainty_score":0.9998788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04807144643262209,"score_gpt":0.3670689807199715,"score_spread":0.3189975342873494,"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."}}