{"id":"W7013454831","doi":"","title":"Hinksman, Barrie","year":2023,"lang":"en","type":"other","venue":"Research Portal (King's College London)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","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":["insufficient_payload"],"category_scores_codex":[0.0009734051,0.001010942,0.0007863535,0.002034176,0.002589131,0.005379547,0.001151069,0.002497368,0.85809],"category_scores_gemma":[0.004442542,0.0006609821,0.0005690451,0.001781601,0.0007924582,0.002216887,0.002621326,0.002151556,0.798763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133547,"about_ca_system_score_gemma":0.004124526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01212563,"about_ca_topic_score_gemma":0.04494778,"domain_scores_codex":[0.9993886,0.00007713136,0.00002108356,0.00009519021,0.0002671145,0.000150922],"domain_scores_gemma":[0.9976897,0.0003307811,0.00006397079,0.0002247061,0.0006506646,0.001040103],"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":[0.00001856101,0.000009202555,0.00004060667,0.00003265876,8.484467e-7,0.0000152109,0.00002091461,0.00001085835,0.00003785882,0.001800975,0.9777819,0.02023059],"study_design_scores_gemma":[0.000009526354,0.000005987267,0.0001639048,0.00004181168,0.000001505382,0.00001451264,0.00004327197,0.0000134482,0.00003792433,0.0008433486,0.9988217,0.000003069521],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001581598,0.0006226292,0.0002255207,0.002634706,0.0008303504,0.00005201713,0.002356827,0.000886668,0.9922332],"genre_scores_gemma":[0.000372616,0.0001877158,0.00008205522,0.0003910009,0.00005245828,0.00002077039,0.0004614966,0.0002677387,0.9981642],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.14191,"threshold_uncertainty_score":0.2024174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06436188568062069,"score_gpt":0.3735648382144234,"score_spread":0.3092029525338027,"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."}}