{"id":"W6893124961","doi":"10.5281/zenodo.1447178","title":"Changing Horses In Mid-Stream","year":2018,"lang":"en","type":"article","venue":"Figshare","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Quarter (Canadian coin); Service (business); Information system; Management system","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00002097837,0.00008260561,0.00007621007,0.000084746,0.000083254,0.00001777043,0.0001107075,0.00001900338,0.337943],"category_scores_gemma":[0.00001102949,0.00008544379,0.00002761978,0.0001508572,0.000007404546,0.00009461751,0.00005822087,0.00006660622,0.005265498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002294906,"about_ca_system_score_gemma":0.00004936902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004578241,"about_ca_topic_score_gemma":0.0000028129,"domain_scores_codex":[0.9994817,0.00001043283,0.00009444565,0.0001402599,0.00005358311,0.0002195601],"domain_scores_gemma":[0.9997718,0.00001559632,0.00003491674,0.0001123357,0.00002501791,0.00004031663],"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":[0.00001596705,0.0001875177,0.01924891,0.00004062925,0.0000488767,0.00000999711,0.004594378,0.00001308745,0.0001002992,0.0005526461,0.6720835,0.3031042],"study_design_scores_gemma":[0.000187818,0.00001322546,0.001979468,0.0002915211,0.000001166714,2.122604e-7,0.0002759044,0.0000109427,0.006158175,0.0001021599,0.9908368,0.0001425855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05408535,0.00008069416,0.0002780264,0.00004655699,0.0005880411,0.0004751729,0.076139,0.0001519381,0.8681552],"genre_scores_gemma":[0.9819878,1.737322e-8,0.000748787,0.00004446473,0.000552421,0.0001020429,0.01348679,0.00001154848,0.00306611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9279025,"threshold_uncertainty_score":0.995509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02092178508235264,"score_gpt":0.250445940743225,"score_spread":0.2295241556608724,"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."}}