{"id":"W1949162403","doi":"10.4000/sociologies.4145","title":"Repenser les problèmes sociaux","year":2021,"lang":"fr","type":"article","venue":"SociologieS","topic":"Social Policies and Family","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0005890281,0.0002341153,0.0004246166,0.00002069313,0.001570815,0.0001259439,0.0003227475,0.0007945906,0.00129392],"category_scores_gemma":[0.0012348,0.0002428197,0.0003883173,0.0004096601,0.003714708,0.0001974069,0.0002300215,0.000444943,0.0004808625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003005409,"about_ca_system_score_gemma":0.0008304092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005308796,"about_ca_topic_score_gemma":0.00107164,"domain_scores_codex":[0.9972807,0.0008179502,0.0003239158,0.0004069921,0.0003247421,0.000845655],"domain_scores_gemma":[0.998522,0.0006498675,0.0001751561,0.0002496923,0.0002948498,0.0001083933],"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":[0.000004666872,0.0001022525,0.01102963,0.00005930912,0.000153225,0.0000494108,0.05608083,0.000008162926,0.0001666135,0.6645359,0.1885774,0.07923254],"study_design_scores_gemma":[0.0001671723,0.00004430933,0.03010883,0.0000647934,0.00005686725,0.000002556432,0.2421325,0.00000427963,0.0001245773,0.26816,0.458781,0.0003530038],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2644574,0.1466097,0.00004657445,0.3050959,0.005102683,0.0002803673,0.00008286879,0.0004259097,0.2778987],"genre_scores_gemma":[0.7394788,0.04456657,0.001585655,0.00736778,0.004084305,0.00004949723,0.00002853134,0.00004995017,0.2027889],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4750215,"threshold_uncertainty_score":0.999729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1402784341190119,"score_gpt":0.3810283186646244,"score_spread":0.2407498845456126,"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."}}