{"id":"W6960608575","doi":"10.1371/journal.pone.0314932.s001","title":"Items belonging to each variable.","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Pasture and Agricultural Systems","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workplace violence; Quarter (Canadian coin); Emergency department; Occupational safety and health; Job satisfaction; Health care; Health professionals; Human factors and ergonomics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004374473,0.0001147136,0.0001029418,0.000008450134,0.0001087793,0.000252545,0.000199454,0.00006921466,0.0745849],"category_scores_gemma":[0.00008693611,0.00003288049,0.00006428062,0.0006093466,0.000001055669,0.0001332902,0.0000743937,0.0000981112,0.007749708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002161945,"about_ca_system_score_gemma":0.000004622524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007881234,"about_ca_topic_score_gemma":0.00008222043,"domain_scores_codex":[0.9992004,0.00002016217,0.0001165401,0.0002634144,0.0001526853,0.0002467835],"domain_scores_gemma":[0.9996604,0.0001320858,0.00001476149,0.00003202705,0.0000376467,0.0001230391],"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":[0.000001080678,0.000007325028,0.00004291088,0.00003435271,0.00000917595,0.00001778808,0.00004860932,0.000006225203,0.07520739,0.0001000203,0.8951144,0.02941078],"study_design_scores_gemma":[0.00001072961,0.00003885606,0.01148681,0.0009474712,0.00000251993,0.00001557453,0.00003524983,0.00004734555,0.000654128,0.00002854423,0.9865854,0.0001473693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.2746899,0.01016718,0.000004640654,0.01712487,0.00250898,0.002892382,0.5522168,0.004158814,0.1362363],"genre_scores_gemma":[0.948949,0.000001395582,0.0000274345,0.0005471868,0.002022544,0.000184475,0.0422121,0.000001316148,0.0060545],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6742591,"threshold_uncertainty_score":0.9930229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02756197088742818,"score_gpt":0.222911395694826,"score_spread":0.1953494248073978,"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."}}