{"id":"W26477208","doi":"10.1177/0306312715575054","title":"Rosario Esparza, Sr., and Consuelo Esparza, Plaintiffs v. Pierre Foods, n/k/a Advanced Pierre Foods, Inc., Defendant.","year":2013,"lang":"en","type":"article","venue":"Social Studies of Science","topic":"Legal Systems and Judicial Processes","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Plaintiff; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":["sts"],"domain":null,"study_design":"qualitative","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00278797,0.0005448807,0.0003283779,0.001040517,0.01331817,0.003860709,0.001408556,0.01063259,0.01174855],"category_scores_gemma":[0.008790104,0.0004794978,0.0005685688,0.0007762279,0.002159976,0.001916346,0.001447979,0.00852487,0.002006301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006143793,"about_ca_system_score_gemma":0.0116351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.222881,"about_ca_topic_score_gemma":0.4112886,"domain_scores_codex":[0.9976293,0.0003552493,0.00008630879,0.0002577297,0.001095739,0.0005756239],"domain_scores_gemma":[0.9961181,0.002061277,0.0001680248,0.00009904399,0.001210171,0.0003434826],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001268042,0.00006854314,0.00602582,0.0001587906,0.00003173299,0.002194638,0.004848268,0.000361256,0.00111236,0.1875705,0.7707366,0.02676471],"study_design_scores_gemma":[0.00006610726,0.00006773254,0.01216656,0.0004533012,0.0001155648,0.0006917606,0.008978094,0.0008371602,0.00278628,0.03997611,0.9337648,0.00009655357],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03671484,0.02406919,0.001858949,0.5685214,0.003455894,0.0001359756,0.0006213607,0.000226151,0.3643962],"genre_scores_gemma":[0.3654388,0.01224547,0.003659874,0.1878397,0.00112434,0.0001231922,0.0004605553,0.0001540901,0.428954],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9866818,"threshold_uncertainty_score":0.4431674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03606897308022201,"score_gpt":0.3362157129895857,"score_spread":0.3001467399093637,"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."}}