{"id":"W7064364219","doi":"","title":"Beercast 004 - The Return of the Taprooms","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Web site; Spring (device)","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":[0.000292526,0.0006936715,0.0003567453,0.000768133,0.004292337,0.006769456,0.000669404,0.001918031,0.7532955],"category_scores_gemma":[0.001177682,0.0003532947,0.0003618892,0.001389933,0.0005453767,0.002493995,0.002471548,0.002024919,0.5453533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002680845,"about_ca_system_score_gemma":0.002649407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07124023,"about_ca_topic_score_gemma":0.2631827,"domain_scores_codex":[0.999777,0.00001341236,0.000003933721,0.00002862546,0.0001077548,0.00006926156],"domain_scores_gemma":[0.9992377,0.0000430744,0.00002234914,0.00006174327,0.0002162043,0.0004189079],"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":[0.0000223283,0.00001080206,0.0001190114,0.00003069045,0.000001049313,0.00005616893,0.00004328915,0.00001152186,0.0001219225,0.0008829407,0.9906625,0.008037723],"study_design_scores_gemma":[0.000001818551,0.000003375011,0.000323503,0.00001447908,4.992747e-7,0.00001110294,0.00007363365,0.00001045506,0.00005829586,0.00006923478,0.9994314,0.000002209699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007080687,0.0006330548,0.0001157101,0.001945342,0.002839922,0.00004571613,0.006032956,0.0009420383,0.9867372],"genre_scores_gemma":[0.001404973,0.0002268346,0.00005330889,0.0003394572,0.000130452,0.000009786176,0.001125742,0.0003026988,0.9964069],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2467045,"threshold_uncertainty_score":0.351894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006141278113334011,"score_gpt":0.1936356675832001,"score_spread":0.1874943894698661,"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."}}