{"id":"W7079468728","doi":"10.26108/0n8m-qd97","title":"High risk for lethality protocol development in Nova Scotia","year":2007,"lang":"en","type":"article","venue":"AcadiaU-DEV","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Nova scotia; Outreach; Domestic violence; Lethality; Protocol (science); Qualitative research; Front line; Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.001782024,0.0001507571,0.0001669923,0.00006926814,0.00009389049,0.00004154193,0.0006940878,0.0001491051,0.00004699936],"category_scores_gemma":[0.0002984265,0.0001409604,0.00004190221,0.0003262282,0.00003792006,0.0001686456,0.0002020908,0.0002354335,0.00007881709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000721058,"about_ca_system_score_gemma":0.0001261225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003743852,"about_ca_topic_score_gemma":0.0004624092,"domain_scores_codex":[0.9984686,0.00003412088,0.0003832357,0.0004375821,0.000174628,0.0005017899],"domain_scores_gemma":[0.9991179,0.0001782694,0.0001395752,0.0003715093,0.00009187257,0.0001009035],"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":[0.0002312448,0.0007646006,0.4038041,0.0008059004,0.0001051497,0.0001506599,0.005457791,0.001142356,0.004881927,0.09521735,0.01326414,0.4741748],"study_design_scores_gemma":[0.002141784,0.00008764357,0.3085782,0.00008713991,0.000004445237,0.00001641021,0.00004255283,0.0009690302,0.1796285,0.02748631,0.4803383,0.0006197136],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2263654,0.00002161408,0.6866326,0.003727765,0.0006760414,0.06044149,0.000006995086,0.0003798796,0.02174813],"genre_scores_gemma":[0.8319832,3.331697e-7,0.1593121,0.0004501814,0.0001381839,0.007179555,0.000006401443,0.000004966362,0.0009250688],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6056178,"threshold_uncertainty_score":0.57482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02743174482333261,"score_gpt":0.2884281140332932,"score_spread":0.2609963692099606,"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."}}