{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001267338,0.00004173351,0.00005442636,0.00003868507,0.001036467,0.00006626752,0.0002976106,0.00004218191,0.00009950706],"category_scores_gemma":[0.0004725137,0.00004160871,0.00003303516,0.0005269108,0.0008635074,0.0001840823,0.00003145287,0.00005133839,0.0001282702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007816144,"about_ca_system_score_gemma":0.00007100308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004063594,"about_ca_topic_score_gemma":0.008025434,"domain_scores_codex":[0.9991486,0.00002438918,0.0000904757,0.0001279266,0.0001991109,0.0004094791],"domain_scores_gemma":[0.999584,0.0001148125,0.00003181566,0.00008765707,0.00004561114,0.000136162],"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":[0.00001249914,0.0001472017,0.0772655,0.00001515611,0.000005192736,0.00003493223,0.1623981,0.00001138715,0.003568582,0.4850125,0.02555254,0.2459764],"study_design_scores_gemma":[0.00009311452,0.00005297875,0.4638645,0.00002128029,0.000003516075,0.000002069571,0.0185495,0.00002715644,0.0003907066,0.03945106,0.4773072,0.0002368513],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5282902,0.0002270168,0.001137151,0.0009157973,0.0007346221,0.0000761269,0.000001128529,0.00008931608,0.4685286],"genre_scores_gemma":[0.9923378,0.0001974473,0.001024954,0.001021923,0.0005775006,0.000001448828,1.154966e-7,0.000003322962,0.004835451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4640476,"threshold_uncertainty_score":0.7971772,"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."}}