{"id":"W7034329913","doi":"","title":"Testing Viral Lifehacks On My GF To See If They Work","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Code (set theory); Key (lock); Measure (data warehouse); Test (biology)","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":[0.004825845,0.001168001,0.0006771546,0.001056578,0.001252239,0.003493039,0.001244989,0.002044394,0.07537496],"category_scores_gemma":[0.01283759,0.0004184505,0.0008833871,0.0005432438,0.0008105476,0.002878534,0.00142424,0.00184029,0.05599513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001266039,"about_ca_system_score_gemma":0.0008453731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003919909,"about_ca_topic_score_gemma":0.00414634,"domain_scores_codex":[0.9975287,0.0005009794,0.0001098838,0.0004190534,0.00108032,0.000361],"domain_scores_gemma":[0.9951468,0.001347257,0.0003461337,0.000910203,0.001443068,0.0008065175],"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":[0.003269867,0.00293612,0.04185695,0.001113078,0.0002180397,0.0004281143,0.00126393,0.00214512,0.05719526,0.00996649,0.4839538,0.3956531],"study_design_scores_gemma":[0.0007025941,0.01253282,0.04915896,0.002022241,0.0003723337,0.002228449,0.003833837,0.02330757,0.168264,0.0115568,0.725618,0.0004022902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3718829,0.01132228,0.0727805,0.0199617,0.01221525,0.006986389,0.04557683,0.02428268,0.4349915],"genre_scores_gemma":[0.5598861,0.006074923,0.07356935,0.01228938,0.0008593593,0.004339911,0.03401168,0.004259957,0.3047093],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07537496,"threshold_uncertainty_score":0.2521544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01559259767183857,"score_gpt":0.1760265045600718,"score_spread":0.1604339068882333,"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."}}