{"id":"W6943834362","doi":"10.17605/osf.io/v6f52","title":"Registration","year":2019,"lang":"en","type":"other","venue":"Open Science Framework","topic":"SAS software applications and methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Identification (biology); Process (computing); Field (mathematics); Set (abstract data type)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004188604,0.000117886,0.000147338,0.0001228844,0.00005115062,0.0002997355,0.001698327,0.0002018635,0.0009190282],"category_scores_gemma":[0.0001459598,0.0001124704,0.00001950731,0.0006687271,0.0001286269,0.0001201672,0.0001522565,0.0002016784,0.001092016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005190277,"about_ca_system_score_gemma":0.0001154393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007256266,"about_ca_topic_score_gemma":0.000009021272,"domain_scores_codex":[0.9992042,0.000007337983,0.0001002256,0.000289892,0.0002088164,0.0001894958],"domain_scores_gemma":[0.9988069,0.00005769102,0.00004787802,0.001006033,0.00001916314,0.00006235745],"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":[3.999122e-7,0.000006795602,0.00002492817,0.00002724201,0.000006450497,4.933078e-7,0.0000556973,0.0001285969,0.0001920766,0.044934,0.8828388,0.07178456],"study_design_scores_gemma":[0.00002363712,0.000004991263,0.00003604879,0.000140429,0.000004179756,0.000001142019,0.00001760844,0.000225601,0.0001554418,0.002573779,0.9966579,0.0001592226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004365746,0.0002141788,0.1891642,0.00003634753,0.0007927391,0.0004103367,0.00000659295,0.0002530724,0.8091182],"genre_scores_gemma":[0.0003711644,0.0001038911,0.4183631,0.0000875786,0.000189374,0.00007433198,0.000004714925,0.0001741015,0.5806317],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2291989,"threshold_uncertainty_score":0.9999943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02854651178476779,"score_gpt":0.3511894002163136,"score_spread":0.3226428884315458,"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."}}