{"id":"W4241899573","doi":"10.1142/s0219030313000815","title":"INSIDE INDUSTRY","year":2013,"lang":"en","type":"article","venue":"Asia-Pacific Biotech News","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Christian ministry; Excellence; Biotechnology; Political science; Management; Business; Biology; 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":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00009224421,0.000223856,0.0003179531,0.0002355248,0.0001148275,0.00002565412,0.0001657363,0.01190783,0.001614843],"category_scores_gemma":[0.00007479062,0.0001725992,0.0001151458,0.0005217644,0.0002606999,0.0001119404,0.00007429173,0.007261869,0.002350185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000445308,"about_ca_system_score_gemma":0.00008922583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002014035,"about_ca_topic_score_gemma":0.000006550573,"domain_scores_codex":[0.9986895,0.00002813464,0.0003077609,0.0003840249,0.0001712864,0.0004193432],"domain_scores_gemma":[0.9989265,0.00002697908,0.00007984833,0.0006941985,0.00006527181,0.000207183],"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":[0.00009003835,0.0004798338,0.01203604,0.00008513066,0.0003671012,0.0002643236,0.0002710231,0.000001299911,0.176825,0.005860377,0.5699725,0.2337473],"study_design_scores_gemma":[0.00193982,0.0005735683,0.0209778,0.0002136215,0.0001472766,0.001147702,0.003696175,0.000117165,0.2868477,0.002532555,0.6812101,0.0005964523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3871477,0.001091646,0.0004216566,0.3346447,0.0008320877,0.001110755,0.000006303388,0.001117413,0.2736277],"genre_scores_gemma":[0.9813329,0.0004949638,0.002148139,0.00231931,0.0001782647,0.00003607931,0.0000201925,0.00003379922,0.01343637],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5941852,"threshold_uncertainty_score":0.9992978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01225329472873348,"score_gpt":0.2390822093255573,"score_spread":0.2268289145968238,"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."}}