{"id":"W6977379807","doi":"10.7298/q1az-4008","title":"Fast Radio Burst Community Newsletter - Volume 3, Issue 07","year":2022,"lang":"en","type":"article","venue":"eCommons (Cornell University)","topic":"Aesthetic Perception and Analysis","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Volume (thermodynamics); Foundation (evidence); Government (linguistics)","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002021417,0.0001622944,0.0002055962,0.0002946992,0.001671067,0.00004459839,0.0009883743,0.00004271294,0.01662808],"category_scores_gemma":[0.00003022166,0.0001976985,0.0001896297,0.0009679518,0.0002145861,0.0001942222,0.0006590076,0.0007712315,0.001965648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002291586,"about_ca_system_score_gemma":0.00003111778,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000455507,"about_ca_topic_score_gemma":0.0001121805,"domain_scores_codex":[0.998069,0.00097999,0.000137868,0.000337823,0.0001661732,0.0003090786],"domain_scores_gemma":[0.998995,0.00005029102,0.00009333604,0.0006887714,0.00001767998,0.0001549009],"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":[0.0006269166,0.006491745,0.1208419,0.00007172974,0.0001174627,0.003917911,0.01673756,0.1332893,0.06552093,0.0194943,0.6149976,0.01789274],"study_design_scores_gemma":[0.0009292787,0.0001947377,0.007130325,0.000004620951,0.00008368868,0.0000955301,0.00581247,0.01376865,0.0003117974,0.0003399453,0.9708043,0.0005246673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9404442,0.000004829019,0.001492764,0.002197998,0.0002050365,0.0001097229,0.00007908778,0.0001935648,0.05527274],"genre_scores_gemma":[0.9259576,0.00001261568,0.00003263566,0.00225691,0.0000409342,9.834748e-7,0.00001719896,0.0000168582,0.07166424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3558067,"threshold_uncertainty_score":0.9996286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04621321791579171,"score_gpt":0.2125598576223969,"score_spread":0.1663466397066052,"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."}}