{"id":"W6944119433","doi":"10.17605/osf.io/mup8s","title":"Registration","year":2018,"lang":"en","type":"other","venue":"Open Science Framework","topic":"","field":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005608547,0.002295753,0.002611793,0.01096639,0.004075056,0.0125636,0.005121739,0.004594577,0.7900389],"category_scores_gemma":[0.0500533,0.0009414671,0.002260503,0.007118385,0.002177291,0.0062019,0.007780488,0.005387794,0.8035172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003419771,"about_ca_system_score_gemma":0.01084909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01115276,"about_ca_topic_score_gemma":0.01282407,"domain_scores_codex":[0.9938778,0.001145271,0.0005985304,0.001027368,0.002414816,0.0009361113],"domain_scores_gemma":[0.975679,0.003879489,0.001168123,0.006509788,0.008667971,0.004095661],"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":[0.00006439854,0.00001530671,0.00005438719,0.000194579,0.00000535597,0.00001761768,0.00002608048,0.00002674774,0.00004285035,0.004224877,0.9839237,0.01140408],"study_design_scores_gemma":[0.00003994145,0.000007665957,0.00014605,0.0001890367,0.000006342157,0.00003009139,0.00003710766,0.00005411473,0.0001036449,0.007570179,0.9918014,0.00001438925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004999636,0.001460006,0.007078945,0.006119189,0.009740372,0.001043108,0.4327044,0.0199557,0.5213983],"genre_scores_gemma":[0.003296484,0.001291675,0.00533321,0.003231379,0.001922782,0.001848413,0.3502548,0.01451888,0.6183023],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2099611,"threshold_uncertainty_score":0.299484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04219830938721551,"score_gpt":0.3802212316921093,"score_spread":0.3380229223048938,"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."}}