{"id":"W3201709729","doi":"","title":"Egg Farmers of Canada/Iowa State University - Egg Industry Centre","year":2021,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"State (computer science); Agricultural economics; Business; Agricultural science; Biology; Economics; Mathematics","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":[0.002206281,0.0008035271,0.0005108658,0.002443184,0.003098664,0.001827824,0.001237699,0.0007739227,0.04504516],"category_scores_gemma":[0.003236939,0.000453553,0.0003420713,0.003102608,0.0003978061,0.0007260231,0.001115883,0.0008589092,0.004625099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02043225,"about_ca_system_score_gemma":0.06589358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9447332,"about_ca_topic_score_gemma":0.9648851,"domain_scores_codex":[0.9977111,0.0002015971,0.00004028407,0.0003497446,0.001120244,0.0005770653],"domain_scores_gemma":[0.99075,0.0006156274,0.0002347487,0.0003669712,0.006662388,0.001370214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001625639,0.0008185222,0.1432443,0.0004337306,0.0001170285,0.0009225697,0.002266473,0.00426155,0.01542925,0.02553425,0.3757367,0.42961],"study_design_scores_gemma":[0.0001729889,0.0002064968,0.2914976,0.0001434571,0.00005462642,0.000163614,0.006633953,0.01685083,0.01195931,0.001879982,0.6702974,0.0001398995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3492954,0.002840945,0.05613041,0.01375852,0.001008121,0.00538412,0.2109911,0.004173923,0.3564175],"genre_scores_gemma":[0.3489243,0.001262604,0.04195574,0.0009890258,0.00005832996,0.0009349765,0.03720633,0.0004970363,0.5681717],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0552668,"threshold_uncertainty_score":0.1506911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008069797543631383,"score_gpt":0.1780982272526293,"score_spread":0.170028429708998,"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."}}