{"id":"W2903650075","doi":"10.5281/zenodo.2553367","title":"cmbant/CAMB: 1.0 January 2019","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001943556,0.002591905,0.001485335,0.002785114,0.00120395,0.005828212,0.004885579,0.0019995,0.5077713],"category_scores_gemma":[0.00753779,0.002194129,0.002333767,0.002442651,0.001222775,0.005328992,0.00811007,0.003939473,0.6199631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00187617,"about_ca_system_score_gemma":0.002018302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005332147,"about_ca_topic_score_gemma":0.004835707,"domain_scores_codex":[0.9986966,0.0001477542,0.00008713693,0.0002698165,0.0005005901,0.0002980727],"domain_scores_gemma":[0.997422,0.0002416226,0.0001276433,0.0009226064,0.0006725413,0.0006135559],"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":[0.0001935797,0.00002198925,0.0002554222,0.0001672788,0.00002041574,0.00005879922,0.00005199252,0.0003086111,0.0009691913,0.003558784,0.967759,0.02663495],"study_design_scores_gemma":[0.00009653067,0.00001416225,0.000737901,0.0001212664,0.00001015346,0.0001052128,0.00001908649,0.001595017,0.002596054,0.006400021,0.9882456,0.00005900813],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001273567,0.0004383975,0.03549381,0.001292839,0.001717282,0.000195795,0.0936661,0.7685218,0.09740042],"genre_scores_gemma":[0.01294693,0.0004297768,0.03381441,0.001537326,0.0006983168,0.0004802002,0.1714977,0.6379692,0.1406261],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.5077713,"threshold_uncertainty_score":0.7021044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02476414409076045,"score_gpt":0.2658201618582289,"score_spread":0.2410560177674684,"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."}}