{"id":"W3013486904","doi":"10.7202/1068187ar","title":"Protection sociale et émancipation. Une alliance vertueuse mais instable","year":2020,"lang":"fr","type":"article","venue":"Développement Humain Handicap et Changement Social","topic":"Social Policies and Family","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":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001763494,0.0005915365,0.000679646,0.00009534941,0.002969436,0.0004347231,0.000613862,0.0005443837,0.002729695],"category_scores_gemma":[0.0002752015,0.0007276992,0.0003692265,0.00185484,0.000926977,0.0007990281,0.0003769597,0.0006837044,0.0007792054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00138931,"about_ca_system_score_gemma":0.0007162986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005014312,"about_ca_topic_score_gemma":0.006854525,"domain_scores_codex":[0.994123,0.001089399,0.0008222983,0.0008640895,0.001658549,0.001442662],"domain_scores_gemma":[0.9982582,0.0000992588,0.0006896934,0.0002033001,0.0002928159,0.0004567657],"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":[0.0001832805,0.000723832,0.0005816296,0.0003692319,0.0004328992,0.0000174736,0.3298236,0.00002720942,0.0005945324,0.1882745,0.442505,0.03646686],"study_design_scores_gemma":[0.00249184,0.0004598727,0.005343301,0.0001610655,0.0001666072,2.425314e-7,0.02474718,0.0001471487,0.0001273432,0.007923996,0.9575373,0.0008941069],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05829444,0.002737353,0.004643989,0.8985302,0.003419766,0.003309569,0.0003471874,0.0004154684,0.02830195],"genre_scores_gemma":[0.8527548,0.01650683,0.001115841,0.1017562,0.01274432,0.001511941,0.0004500994,0.0002315316,0.01292846],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.796774,"threshold_uncertainty_score":0.9999988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1268927449901584,"score_gpt":0.3547497661323278,"score_spread":0.2278570211421694,"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."}}