{"id":"W7132172250","doi":"","title":"Can Robots Raise Chickens?——Chia Tai Builds a Four-in-one Mode for Industrialized Chicken Raising","year":2015,"lang":"","type":"other","venue":"CEIBS Institutional Repository","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Casa","funders":"","keywords":"Raising (metalworking); Robot; Mode (computer interface); Key (lock)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity"],"category_scores_codex":[0.003598499,0.003551569,0.004558773,0.003820185,0.002618569,0.0008872718,0.002673292,0.005508075,0.0007428219],"category_scores_gemma":[0.004565056,0.004170345,0.001561061,0.002630939,0.004223279,0.001070407,0.0009240058,0.004413482,0.001086912],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01065611,"about_ca_system_score_gemma":0.03548918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003629745,"about_ca_topic_score_gemma":0.002652312,"domain_scores_codex":[0.9809432,0.00169351,0.004757581,0.004625374,0.004546438,0.003433908],"domain_scores_gemma":[0.9879429,0.0006912412,0.003820934,0.003139655,0.002107014,0.00229827],"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":[0.03001589,0.01072612,0.003077595,0.003475514,0.01080676,0.005006743,0.005219001,0.2000771,0.07176477,0.0655457,0.588414,0.005870816],"study_design_scores_gemma":[0.04502368,0.0008225852,0.001469564,0.01237974,0.002593616,0.002625088,0.0001685132,0.008536188,0.002300239,0.00844307,0.9082903,0.007347392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04415191,0.01853851,0.006750932,0.001461388,0.04564742,0.02385231,0.01363178,0.001756188,0.8442096],"genre_scores_gemma":[0.6809483,0.0002553944,0.01241678,0.0005542403,0.02847763,0.003060326,0.006489957,0.004390112,0.2634073],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6367964,"threshold_uncertainty_score":0.9996908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09512765734975986,"score_gpt":0.3072923673900829,"score_spread":0.2121647100403231,"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."}}