{"id":"W4378214602","doi":"10.1007/978-3-030-14449-4_115-1","title":"Safe Manitoba to Injury Prevention","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Manitoba Beekeepers' Association","funders":"","keywords":"Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003272915,0.0009566348,0.0002951878,0.001510084,0.003908629,0.003132339,0.001086038,0.001897396,0.07251936],"category_scores_gemma":[0.0006792289,0.0004901327,0.0003308664,0.002627088,0.001066283,0.001415917,0.00236578,0.00306707,0.0220831],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006912294,"about_ca_system_score_gemma":0.02264594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3318695,"about_ca_topic_score_gemma":0.7723115,"domain_scores_codex":[0.9997734,0.00004613451,0.000006619574,0.00001912283,0.00009284253,0.0000617984],"domain_scores_gemma":[0.9997864,0.0000297698,0.000009238741,0.00001325772,0.0001059204,0.00005528425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000008242691,0.00005716244,0.0004177706,0.000169369,0.000004040708,0.0001720073,0.001423872,0.0002847805,0.0002045477,0.09476142,0.8015455,0.1009513],"study_design_scores_gemma":[0.000001114855,0.000003600674,0.0004016137,0.0001662567,0.000001935065,0.0000336876,0.0004396887,0.00003654599,0.00002914273,0.004631201,0.9942526,0.00000257136],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0006024773,0.01760627,0.001134575,0.01030068,0.003061123,0.00007207178,0.0002009004,0.0001192191,0.9669027],"genre_scores_gemma":[0.002443706,0.0100084,0.0007475286,0.003484262,0.0001933755,0.00003625495,0.000093808,0.00005813872,0.9829347],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6681305,"threshold_uncertainty_score":0.6598755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05539192143381541,"score_gpt":0.3472355182695906,"score_spread":0.2918435968357752,"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."}}