{"id":"W2808489959","doi":"","title":"Comment nous sommes tous devenus libéraux","year":2007,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002904326,0.0005457433,0.0004964615,0.0005397566,0.004589112,0.007884129,0.001488391,0.005635818,0.02208683],"category_scores_gemma":[0.01722331,0.0002486349,0.0004855169,0.0008400853,0.007094997,0.01071189,0.002585481,0.009583836,0.004405332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003644285,"about_ca_system_score_gemma":0.002123905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02072196,"about_ca_topic_score_gemma":0.03865251,"domain_scores_codex":[0.9973326,0.0009993603,0.0000725,0.0005812078,0.0006682558,0.000346083],"domain_scores_gemma":[0.9953466,0.002408828,0.0004403534,0.0003792277,0.0009614017,0.000463591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009241686,0.00002163981,0.001665272,0.0001489786,0.00002419842,0.0003438253,0.01248743,0.0001302862,0.0003035378,0.6549015,0.3167485,0.01313237],"study_design_scores_gemma":[0.00001434377,0.00001395935,0.001432287,0.0001981861,0.000009388091,0.000247043,0.00672041,0.0001960465,0.0004190981,0.09722392,0.8934824,0.00004287416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.00937639,0.01215018,0.00295049,0.9153088,0.006937007,0.00001177847,0.0002427987,0.0001002292,0.05292217],"genre_scores_gemma":[0.3166215,0.01446002,0.005335554,0.4368317,0.01276617,0.00009413344,0.0003528846,0.0005155092,0.2130226],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02208683,"threshold_uncertainty_score":0.07388783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02997642909635252,"score_gpt":0.2530489559796435,"score_spread":0.223072526883291,"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."}}