{"id":"W7163010420","doi":"10.1080/23767626.2007.12563031","title":"Revue des livres","year":2007,"lang":"en","type":"article","venue":"Ecoscience","topic":"Social Policies and Family","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004267221,0.001538696,0.001928737,0.004202168,0.003949145,0.009279294,0.001480346,0.005248878,0.09769623],"category_scores_gemma":[0.006938517,0.0004204794,0.001039094,0.003351221,0.005717994,0.004825497,0.003099184,0.006965606,0.02770307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007424418,"about_ca_system_score_gemma":0.005601191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01725364,"about_ca_topic_score_gemma":0.01226052,"domain_scores_codex":[0.9949868,0.002203366,0.0001971902,0.0005829738,0.001575771,0.0004540233],"domain_scores_gemma":[0.9973368,0.0009488107,0.0001570282,0.0004936023,0.0007781902,0.0002855904],"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":[0.0001372955,0.00008702548,0.0005982278,0.0008377631,0.00004663543,0.0003102899,0.001013311,0.0003996916,0.0003557939,0.4858401,0.2596714,0.2507024],"study_design_scores_gemma":[0.00001124062,0.00001187365,0.0003515627,0.0003208471,0.000003398138,0.0001541949,0.0002158514,0.0000606045,0.00006055753,0.01427774,0.9845249,0.000007304148],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.004986441,0.2363245,0.004385326,0.0789905,0.04223051,0.00004285785,0.0007587596,0.0005214176,0.6317596],"genre_scores_gemma":[0.1110484,0.1644744,0.00847578,0.01469622,0.03369577,0.0002390273,0.001198503,0.0006625667,0.6655093],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.09769623,"threshold_uncertainty_score":0.3268265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05880557777414695,"score_gpt":0.3524693202044472,"score_spread":0.2936637424303002,"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."}}