{"id":"W2995162031","doi":"10.4000/hommesmigrations.10535","title":"Michaël Ferrier, Scrabble","year":2019,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Historical Studies and Socio-cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Mathematical economics; Economics","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":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007898295,0.0002292279,0.0003499292,0.00005181576,0.003872129,0.0002529656,0.0001672944,0.0001080978,0.01257694],"category_scores_gemma":[0.00002250545,0.0001881363,0.0003887092,0.0001326296,0.0002539905,0.0002788652,0.00006210927,0.0002167193,0.004493761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006964654,"about_ca_system_score_gemma":0.00003389711,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008371508,"about_ca_topic_score_gemma":0.02183215,"domain_scores_codex":[0.9987271,0.00006253707,0.000321619,0.0002889671,0.0002121093,0.0003876796],"domain_scores_gemma":[0.9992672,0.00008260526,0.00009728608,0.0002489228,0.0001783318,0.0001256437],"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":[0.00000379141,0.0001643507,0.0005190067,0.0000410127,0.0002181046,0.000002801142,0.05585393,0.00002863734,0.0000278514,0.1725796,0.7670587,0.003502144],"study_design_scores_gemma":[0.000185955,0.00008572217,0.0001386562,0.00003902785,0.0002212488,0.000001159867,0.01446104,0.0001911601,0.000005152009,0.00310809,0.9812853,0.0002774525],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.2528326,0.3591265,0.0000606385,0.3507996,0.003730875,0.0003943663,0.0003398965,0.0001131746,0.03260232],"genre_scores_gemma":[0.1693538,0.004222778,0.00007744782,0.0008906109,0.001077113,0.00002463934,0.00007951146,0.00001753661,0.8242566],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7916543,"threshold_uncertainty_score":0.9982318,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01919315104442082,"score_gpt":0.223645665589875,"score_spread":0.2044525145454542,"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."}}