{"id":"W2070679616","doi":"10.7202/007189ar","title":"Présentation","year":2003,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002657188,0.0002057014,0.0002304096,0.00007479926,0.0005362295,0.0001295364,0.0002730738,0.0005772203,0.0005982728],"category_scores_gemma":[0.0006938586,0.0002234483,0.0003471239,0.001966663,0.0014386,0.0005883726,0.00001636562,0.000390224,0.0001449286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001450738,"about_ca_system_score_gemma":0.0004886013,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1745113,"about_ca_topic_score_gemma":0.05252431,"domain_scores_codex":[0.9960943,0.002084384,0.0002732987,0.0003801519,0.0005144762,0.0006533565],"domain_scores_gemma":[0.998744,0.0005040412,0.0002109544,0.0001635039,0.0001527346,0.0002247932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003823201,0.0001812406,0.1370687,0.00003820006,0.0000674763,0.000004667246,0.08657099,0.000002492282,0.00005446139,0.633465,0.1191998,0.02334315],"study_design_scores_gemma":[0.0001765107,0.00008054174,0.04850454,0.00008710237,0.00005967188,0.000002009073,0.01773365,0.000009962068,0.0003658593,0.2561172,0.6764408,0.0004221804],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3917719,0.0881346,0.001644764,0.1247287,0.01443274,0.0007358029,0.00002509481,0.0003732422,0.3781532],"genre_scores_gemma":[0.8066527,0.06113161,0.01150704,0.001558864,0.002440563,0.00005708801,0.000004291332,0.0000446676,0.1166031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.557241,"threshold_uncertainty_score":0.9647647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1667131882571668,"score_gpt":0.4099604793906815,"score_spread":0.2432472911335147,"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."}}