{"id":"W226472692","doi":"10.3917/inso.133.0006","title":"Un tandem complexe et paradoxal","year":2006,"lang":"fr","type":"article","venue":"Informations sociales","topic":"Social Policies and Family","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Computer 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":[],"category_scores_codex":[0.0005896983,0.000197642,0.0002619245,0.00007877503,0.002086155,0.0002750687,0.0002911041,0.0003216423,0.0005092313],"category_scores_gemma":[0.00009199099,0.0002310873,0.0002284051,0.0008155344,0.001797378,0.0009954574,0.00006512236,0.0002490376,0.00106717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003888891,"about_ca_system_score_gemma":0.0006024882,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03267457,"about_ca_topic_score_gemma":0.008113472,"domain_scores_codex":[0.9979851,0.0002476701,0.0005720336,0.0001156043,0.0004854053,0.0005941979],"domain_scores_gemma":[0.9989666,0.0003139838,0.0002915114,0.0001376619,0.0001827262,0.000107485],"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":[0.000001281795,0.00007435535,0.002323707,0.00001078891,0.00002581935,8.07536e-7,0.01752558,0.00008761305,0.00000223491,0.8853737,0.08228216,0.01229194],"study_design_scores_gemma":[0.0003030496,0.00001769515,0.08646572,0.00002382608,0.00004117031,0.000001640081,0.01545903,0.000143529,0.000004419987,0.2046959,0.6925666,0.000277491],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08316345,0.005414581,0.001164456,0.07171951,0.002717082,0.0004332561,0.0002995565,0.0002571129,0.834831],"genre_scores_gemma":[0.9818702,0.0008146632,0.0008882821,0.004687614,0.002206924,0.00002438561,0.0001253313,0.00001815088,0.00936447],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8987067,"threshold_uncertainty_score":0.9997106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06635991826937924,"score_gpt":0.3337076160440522,"score_spread":0.2673476977746729,"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."}}