{"id":"W6920518269","doi":"10.6084/m9.figshare.12233456.v1","title":"NOS","year":2020,"lang":"en","type":"article","venue":"Figshare","topic":"Reliability and Agreement in Measurement","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scale (ratio); Field (mathematics); Process (computing)","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":[0.01269171,0.0005752271,0.001277009,0.002823057,0.001666093,0.002354324,0.002262015,0.001257856,0.26103],"category_scores_gemma":[0.06366574,0.0004496166,0.001103292,0.002004776,0.0007936633,0.003121523,0.002389289,0.001830836,0.1015731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001664753,"about_ca_system_score_gemma":0.00635617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004776872,"about_ca_topic_score_gemma":0.00817984,"domain_scores_codex":[0.9838336,0.00494383,0.005006936,0.001791092,0.003824668,0.0005998479],"domain_scores_gemma":[0.9642999,0.006910481,0.003579796,0.006813954,0.01686963,0.001526199],"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":[0.000828433,0.0001740242,0.01453611,0.003580372,0.0001350152,0.0005456443,0.001070815,0.0001804695,0.0006772386,0.01878765,0.7984934,0.1609909],"study_design_scores_gemma":[0.0002553909,0.000124535,0.01476942,0.002080432,0.00006019744,0.0007301594,0.0005405301,0.000265639,0.000351602,0.007868291,0.9728852,0.00006858209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02470184,0.007851046,0.03077336,0.01577283,0.0151907,0.02257242,0.2408455,0.002436802,0.6398556],"genre_scores_gemma":[0.1525574,0.007895074,0.05774536,0.01612207,0.003501223,0.05372135,0.2464082,0.00207098,0.4599784],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.73897,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5584769089976009,"score_gpt":0.4039155330399629,"score_spread":0.1545613759576381,"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."}}