{"id":"W4409718513","doi":"10.16995/dscn.18169","title":"Title Pending 18169","year":2025,"lang":"fr","type":"article","venue":"Digital Studies / Le champ numérique","topic":"Intellectual Property Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"category_scores_codex":[0.0002117046,0.0001640703,0.0002389932,0.00005183218,0.0004371482,0.0001433429,0.000221889,0.0001226807,0.001135702],"category_scores_gemma":[0.0006055259,0.0001538481,0.0001166797,0.0004083401,0.0007059037,0.0002866105,0.0002284104,0.0001866725,0.003557682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002745854,"about_ca_system_score_gemma":0.0001799061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002921151,"about_ca_topic_score_gemma":0.0003139621,"domain_scores_codex":[0.9989308,0.00006934969,0.0001952479,0.0002568287,0.0001677986,0.0003799852],"domain_scores_gemma":[0.9993924,0.0002297784,0.00004437325,0.000142441,0.0001373561,0.00005367596],"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":[0.00001137316,0.0001226502,0.00008469668,0.0001425977,0.0003063443,0.0000216372,0.2183031,0.000003529065,0.00001419484,0.06926725,0.6571451,0.05457748],"study_design_scores_gemma":[0.00007059445,0.00002244709,0.000004596824,0.0001392269,2.477805e-7,0.000001225668,0.1721042,0.0000251597,0.0001893954,0.01444988,0.8128506,0.0001424098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.006105845,0.01993254,0.0003025152,0.01227918,0.003329809,0.0001791568,0.00002043664,0.00008640398,0.9577641],"genre_scores_gemma":[0.5960172,0.001298373,0.000004562871,0.0003362252,0.0002888951,0.00001002985,0.000002791116,0.0000110108,0.4020309],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5899114,"threshold_uncertainty_score":0.9997774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05398377370673103,"score_gpt":0.3355118630203673,"score_spread":0.2815280893136363,"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."}}