{"id":"W6962596283","doi":"10.17605/osf.io/unm4a","title":"Data (Public)","year":2019,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"","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":[0.002669367,0.003284064,0.002725898,0.007826064,0.001676009,0.007619183,0.003602572,0.003387114,0.8105006],"category_scores_gemma":[0.02086962,0.002109275,0.002361612,0.007145924,0.0009837422,0.005784004,0.005716524,0.003827926,0.8504578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001959924,"about_ca_system_score_gemma":0.003309233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008516246,"about_ca_topic_score_gemma":0.006525021,"domain_scores_codex":[0.9975434,0.0002787593,0.0002782183,0.0006291717,0.0008158666,0.0004545106],"domain_scores_gemma":[0.9895108,0.002953056,0.0004894756,0.003849318,0.002099503,0.001097679],"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":[0.00009053963,0.00002635522,0.0002850479,0.0003141618,0.00002023758,0.00001538844,0.00003324284,0.00008757845,0.0001971712,0.000721,0.9943361,0.003873274],"study_design_scores_gemma":[0.0002592902,0.00001931544,0.0009710192,0.0002179427,0.00002797081,0.00003676244,0.00005592222,0.0002452877,0.001036567,0.004408314,0.9926562,0.00006539741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0001486229,0.00005533468,0.0007106774,0.0003474275,0.0002939424,0.00005429744,0.9675202,0.01654132,0.01432816],"genre_scores_gemma":[0.001583532,0.0001573618,0.001492879,0.0004509623,0.0001395959,0.0002792076,0.9584738,0.01431705,0.02310562],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1894994,"threshold_uncertainty_score":0.2702979,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04362054624866583,"score_gpt":0.2895516513165804,"score_spread":0.2459311050679146,"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."}}