{"id":"W7093819878","doi":"","title":"9781800087439.pdf","year":2024,"lang":"en","type":"other","venue":"OAPEN (The OAPEN Foundation)","topic":"Williams Syndrome Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parental leave; Negotiation; Praise; Context (archaeology); Family life; Qualitative research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005483944,0.0005387163,0.0004596233,0.0005098876,0.0002622846,0.0009247406,0.001895814,0.0002852473,0.9472801],"category_scores_gemma":[0.000585526,0.0003985076,0.0002330935,0.001064763,0.0005103646,0.0002470809,0.0006788809,0.0009867309,0.9984705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002018733,"about_ca_system_score_gemma":0.0002916012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002435952,"about_ca_topic_score_gemma":0.00009430655,"domain_scores_codex":[0.9958244,0.0003848654,0.0004314086,0.001248359,0.001346656,0.0007643049],"domain_scores_gemma":[0.9976351,0.0003941249,0.0002492205,0.001487729,0.00004420393,0.0001895787],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009966894,0.0000600974,0.00001260211,0.0001795246,0.00006184314,0.0001218595,0.00006596247,0.000001245298,0.001675905,0.005010336,0.05630186,0.9364988],"study_design_scores_gemma":[0.0002057053,0.00004572597,0.00003057389,0.0002404152,0.00005986347,0.0001387848,0.00001881586,0.00006226617,0.0009069981,0.003352925,0.9944813,0.0004566091],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00003702204,0.000008286336,0.00008323061,0.002642246,0.001882654,0.001235778,5.91908e-8,0.0005596899,0.993551],"genre_scores_gemma":[0.001811585,0.0003047797,0.0001496805,0.0006450503,0.0009047699,0.0002518985,0.00007362836,0.00112208,0.9947366],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9381794,"threshold_uncertainty_score":0.9998467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04624295260791952,"score_gpt":0.3268326259857279,"score_spread":0.2805896733778084,"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."}}