{"id":"W6983033691","doi":"","title":"Lawrence Abu Hamdan : 45th Parallel","year":2022,"lang":"en","type":"book","venue":"E-Artexte (Artexte)","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Haskell; Straddle; Frontier; Opera; Documentation; George (robot); The Symbolic","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006204057,0.001178729,0.001928345,0.0003397602,0.0008448342,0.00008044991,0.0007900898,0.0006608721,0.01658039],"category_scores_gemma":[0.0001433748,0.001139806,0.0008282957,0.0003035893,0.0005382126,0.0002305628,0.0006718263,0.002405635,0.003536583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004844861,"about_ca_system_score_gemma":0.001096023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004978804,"about_ca_topic_score_gemma":0.0001420146,"domain_scores_codex":[0.9946104,0.0002142835,0.001042242,0.001557473,0.00136673,0.001208921],"domain_scores_gemma":[0.9963989,0.0003739802,0.0005400486,0.002010587,0.0001812794,0.0004951744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003962051,0.0003198989,0.0003086769,0.0008717844,0.001005145,0.001174447,0.00247714,0.00001278805,0.0000483063,0.01335944,0.9533061,0.02672003],"study_design_scores_gemma":[0.002228208,0.0007163731,0.003029523,0.001607183,0.0007303506,0.0002966862,0.0001473833,0.00003506184,0.00001840017,0.01211557,0.977948,0.001127308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001791515,0.04006929,0.0001917044,0.002284775,0.001845255,0.00165631,0.0002709208,0.0005984312,0.9529042],"genre_scores_gemma":[0.004193999,0.00555346,0.0008069683,0.002784234,0.001302609,0.0004699186,0.0008259731,0.0002510186,0.9838118],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03451583,"threshold_uncertainty_score":0.9998959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416026842270031,"score_gpt":0.2652255783013756,"score_spread":0.2410653098786753,"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."}}