{"id":"W6923353880","doi":"10.14288/1.0221532","title":"DRF","year":2015,"lang":"en","type":"other","venue":"Open Collections","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Interview; Data collection; Social life","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":[0.001389761,0.0003859964,0.0002922865,0.002342241,0.005018088,0.002310467,0.001156395,0.001762245,0.4672932],"category_scores_gemma":[0.009165339,0.0003863123,0.0001877095,0.001799988,0.0006399436,0.001129129,0.001650972,0.001827708,0.2174701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003990572,"about_ca_system_score_gemma":0.003608678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1479256,"about_ca_topic_score_gemma":0.3645878,"domain_scores_codex":[0.9985178,0.000216652,0.00005716216,0.0001829899,0.0007475414,0.0002778717],"domain_scores_gemma":[0.9946421,0.0005422712,0.0001353331,0.0005868827,0.003547929,0.0005454532],"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":[0.00002136852,0.00001063018,0.0003599524,0.00005068477,7.9355e-7,0.0001239957,0.0006541312,0.00001303596,0.0001680481,0.001579294,0.9783528,0.01866522],"study_design_scores_gemma":[0.000002405565,0.000002676219,0.001129839,0.00003699296,5.465025e-7,0.000048716,0.0005153261,0.00001157664,0.00008535765,0.0001033894,0.9980598,0.000003452563],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002211465,0.0003699774,0.0006604024,0.003755107,0.001094298,0.0003224929,0.01930303,0.0005741159,0.9717092],"genre_scores_gemma":[0.006320791,0.00013245,0.0003685426,0.0007705861,0.0001109089,0.0001223779,0.004414016,0.0002278552,0.9875324],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5327069,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04263174841795989,"score_gpt":0.3177115073376741,"score_spread":0.2750797589197142,"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."}}