{"id":"W7065430383","doi":"","title":"Development of an Elisa to Detect the Incipient Stages of Tribolium Castaneum in Food Commodities
\\n","year":2006,"lang":"en","type":"dissertation","venue":"CFTRI Institutional Repository","topic":"Astrophysical Phenomena and Observations","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infestation; Insect; Agriculture; Christian ministry; Crop; Red flour beetle; PEST analysis; Food products; Larva","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001095422,0.001625533,0.0006108627,0.001370912,0.000500457,0.0006496592,0.001460299,0.001392591,0.00241182],"category_scores_gemma":[0.001105531,0.0007314992,0.0008758703,0.0007514593,0.0003629413,0.0004081567,0.0006246337,0.00141691,0.001877591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005634331,"about_ca_system_score_gemma":0.0005314005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003662769,"about_ca_topic_score_gemma":0.007908395,"domain_scores_codex":[0.9984809,0.0003492839,0.0000961604,0.0002620475,0.0005345158,0.0002770663],"domain_scores_gemma":[0.9991191,0.0001808298,0.0001151162,0.00009814261,0.0003942306,0.00009246571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009680037,0.0003498007,0.002032396,0.0002895269,0.00002593057,0.00008224794,0.00007603863,0.0001737783,0.9858457,0.000136441,0.0004558473,0.01043526],"study_design_scores_gemma":[0.0001175272,0.00433136,0.02866461,0.0002488095,0.0001382429,0.001177152,0.000398238,0.008462601,0.9255092,0.0003826,0.03047979,0.00008993683],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7337151,0.01100847,0.1931027,0.001639061,0.002951678,0.005506319,0.005997872,0.003184137,0.04289471],"genre_scores_gemma":[0.7285418,0.006091683,0.2068717,0.001773385,0.0002518173,0.004089197,0.009808972,0.0001294178,0.04244204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003662769,"threshold_uncertainty_score":0.008068323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417908678361711,"score_gpt":0.244555287739474,"score_spread":0.2303762009558569,"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."}}