{"id":"W7099287665","doi":"","title":"BIOGRAPHY Neil Gerein is a GPS Software Engineer with NovAtel","year":2014,"lang":"en","type":"article","venue":"","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Global Positioning System; Bachelor; Biography; George (robot); Software; Work (physics); Engineering education","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001235995,0.000618299,0.000453919,0.001767497,0.001161256,0.002292933,0.000692163,0.0005966164,0.08760065],"category_scores_gemma":[0.005477703,0.0002664934,0.000161466,0.001282693,0.0005953971,0.001843401,0.001147145,0.001390557,0.06740151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002395712,"about_ca_system_score_gemma":0.003010312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008266452,"about_ca_topic_score_gemma":0.01167024,"domain_scores_codex":[0.9981239,0.0001758755,0.00007766756,0.0002976612,0.001195387,0.0001294438],"domain_scores_gemma":[0.9925042,0.0006860737,0.0003208,0.0002620889,0.004715723,0.001511191],"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":[0.00007409278,0.00003191368,0.001368852,0.00009986974,0.000004593469,0.0001897638,0.0006248518,0.0003363568,0.001439504,0.006046567,0.7534828,0.2363008],"study_design_scores_gemma":[0.000003737114,0.00002766261,0.0006228058,0.00003745966,0.000003725514,0.0004302367,0.000330536,0.0004263722,0.0007700929,0.0007538373,0.9965816,0.00001203859],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01217542,0.0254325,0.1134752,0.1713652,0.03882132,0.0002476264,0.003754464,0.009816757,0.6249115],"genre_scores_gemma":[0.05210351,0.008794634,0.01606979,0.009921975,0.002078839,0.00008158962,0.001280516,0.001011139,0.9086579],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9123994,"threshold_uncertainty_score":0.2930534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041916226419658,"score_gpt":0.1814580724723653,"score_spread":0.1710389102081687,"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."}}