{"id":"W7012986360","doi":"","title":"","year":2023,"lang":"en","type":"other","venue":"Directory of Open access Books (OAPEN Foundation)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MAGIC (telescope)","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":[0.000539073,0.001078507,0.001467137,0.002679054,0.001600871,0.00683556,0.001457737,0.001942298,0.9323838],"category_scores_gemma":[0.00245866,0.0006446535,0.0008512748,0.003120032,0.00111346,0.002798282,0.003205381,0.002257913,0.919433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00162957,"about_ca_system_score_gemma":0.001594248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006613353,"about_ca_topic_score_gemma":0.0139306,"domain_scores_codex":[0.9993964,0.0000338756,0.00003690358,0.0001219662,0.0003234368,0.00008727853],"domain_scores_gemma":[0.9988978,0.0001440049,0.00004543721,0.0002588263,0.0004468005,0.0002070388],"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":[0.00005890043,0.00003554321,0.0001698523,0.0003969887,0.00001061691,0.0001173503,0.00005177596,0.00008393278,0.000623077,0.008244808,0.845773,0.1444341],"study_design_scores_gemma":[0.000007945508,0.00001027203,0.0006151737,0.0001198103,0.000002437665,0.00008327317,0.0000417526,0.00003729915,0.0001808317,0.001455471,0.9974388,0.000006895004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002189884,0.0006647942,0.0005859821,0.0006547569,0.0008867376,0.00009445936,0.00935415,0.001571439,0.9859687],"genre_scores_gemma":[0.0008656274,0.0004359719,0.000296768,0.0002074495,0.00007444426,0.00003522203,0.003696984,0.0007018442,0.9936857],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06761616,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1504212514764033,"score_gpt":0.4562372182944937,"score_spread":0.3058159668180904,"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."}}