{"id":"W7058788628","doi":"","title":"Testopsies","year":2016,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Task (project management); Software; Resource (disambiguation); Association (psychology)","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":[0.008936197,0.00168242,0.0007578929,0.004373773,0.002444711,0.007066217,0.002861602,0.001438831,0.3306148],"category_scores_gemma":[0.03332546,0.001263255,0.001061513,0.004319027,0.0009200155,0.01016725,0.008022632,0.004415248,0.1841066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002864372,"about_ca_system_score_gemma":0.004497278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01401888,"about_ca_topic_score_gemma":0.01415483,"domain_scores_codex":[0.9929073,0.001281546,0.0005997724,0.0007277511,0.003580767,0.0009029153],"domain_scores_gemma":[0.979739,0.002862242,0.0007128642,0.00598548,0.006921432,0.003778955],"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":[0.00009444171,0.00005600868,0.0004779801,0.0001520189,0.000007535279,0.00006758676,0.0003222321,0.0002547131,0.0006463754,0.01477031,0.8606123,0.1225385],"study_design_scores_gemma":[0.00001390882,0.00002415502,0.0004640873,0.0000775496,0.000003042807,0.00008116517,0.0001130613,0.0002937653,0.0004256017,0.002916228,0.9955698,0.00001773203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004644281,0.001964332,0.06684218,0.009011765,0.003198202,0.001252849,0.0304354,0.1040775,0.7785735],"genre_scores_gemma":[0.03691981,0.002412705,0.03323042,0.003681972,0.001110088,0.001051572,0.09071754,0.05644967,0.7744262],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6693852,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004691743902646509,"score_gpt":0.1751028016924718,"score_spread":0.1704110577898253,"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."}}