{"id":"W4315433245","doi":"10.16995/dscn.8080","title":"Title Pending 8080","year":2023,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Character (mathematics); Digital humanities; World Wide Web; Computer science; Literature; Sociology; Multimedia; Library 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002036519,0.0001547479,0.0002256968,0.00005266387,0.0001321999,0.0001635128,0.0001652399,0.00009417551,0.0003278546],"category_scores_gemma":[0.0003089786,0.0001529553,0.0001318696,0.000542624,0.000464436,0.0004212639,0.0001948408,0.0001159662,0.009664755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001056249,"about_ca_system_score_gemma":0.00009513481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003656374,"about_ca_topic_score_gemma":0.0001073912,"domain_scores_codex":[0.9988499,0.00002590877,0.0001693314,0.0002396704,0.0002428886,0.0004722786],"domain_scores_gemma":[0.9994643,0.0001561846,0.00005513636,0.0001220337,0.00006992828,0.0001324554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003282574,0.00006833162,0.0002043519,0.00009208188,0.0001373415,0.00008461333,0.2078671,0.000003901162,0.000004198646,0.01076662,0.3774643,0.4033039],"study_design_scores_gemma":[0.00006471481,0.00002222943,0.00004034389,0.00007041835,1.384693e-7,0.000001748507,0.2519237,0.00000795829,0.00001416326,0.004174332,0.7435443,0.0001359312],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02686527,0.008305714,0.0000152418,0.006950985,0.004012525,0.0001358524,0.00007782964,0.0001996933,0.9534369],"genre_scores_gemma":[0.4752221,0.003866172,0.000001692643,0.0001081504,0.000666705,0.00001235355,0.00001718557,0.0000185862,0.520087],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4483569,"threshold_uncertainty_score":0.9911063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06273979878953281,"score_gpt":0.331084311307653,"score_spread":0.2683445125181202,"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."}}