{"id":"W7095139322","doi":"","title":"Joanie Sims-Gould, PhD,4,5 Fabio Feldman, PhD,6,7 Habib Chaudhury, PhD,8","year":2013,"lang":"en","type":"article","venue":"","topic":"Qualitative Comparative Analysis Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Poison control; Human factors and ergonomics; Occupational safety and health; Suicide prevention; Injury prevention","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":[0.002346053,0.0003270266,0.0005631312,0.0003829657,0.00111506,0.000597822,0.001145211,0.0002056703,0.06189767],"category_scores_gemma":[0.001491499,0.0002755387,0.0002932233,0.001662992,0.001229623,0.001080279,0.0002732821,0.0004650536,0.02424247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003082632,"about_ca_system_score_gemma":0.0003591099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02287034,"about_ca_topic_score_gemma":0.01162692,"domain_scores_codex":[0.9940125,0.001781764,0.0005807816,0.00073684,0.001708703,0.001179456],"domain_scores_gemma":[0.9964269,0.00105153,0.0001831147,0.000585167,0.001182113,0.0005711458],"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":[0.00002915032,0.0004970718,0.0199587,0.00003208712,0.0003749605,0.00001112562,0.03535945,0.00001841918,0.01089804,0.158508,0.7626445,0.01166844],"study_design_scores_gemma":[0.00124803,0.0003485321,0.04325346,0.00005213549,0.00007592593,0.000001117765,0.08161847,0.002266997,0.005809775,0.05337552,0.8105081,0.001441884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.285012,0.0004916414,0.00241717,0.01766153,0.0003176276,0.00121711,0.00001111308,0.0003032206,0.6925685],"genre_scores_gemma":[0.8313808,0.0001800522,0.0006566867,0.001103372,0.0004664033,0.0001591804,0.00001435734,0.00002874187,0.1660104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5463688,"threshold_uncertainty_score":0.9999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2311004207452144,"score_gpt":0.467107701506306,"score_spread":0.2360072807610916,"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."}}