{"id":"W6906592495","doi":"10.17605/osf.io/gx5ra","title":"Protocol","year":2019,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.007430261,0.0006043023,0.0006720183,0.0003236672,0.0001872711,0.0002438165,0.002391202,0.0003646964,0.928111],"category_scores_gemma":[0.002553488,0.0006524741,0.0003768148,0.0006202437,0.0002211097,0.0007198734,0.002810376,0.0008716148,0.9990387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005975034,"about_ca_system_score_gemma":0.000331295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000189913,"about_ca_topic_score_gemma":0.00003580626,"domain_scores_codex":[0.9921106,0.0009999131,0.0009557494,0.003856489,0.001031378,0.001045937],"domain_scores_gemma":[0.989044,0.0004246554,0.0005134738,0.009252653,0.0003009561,0.0004642548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001868849,0.002423872,0.4369026,0.0008104969,0.0005939557,0.0001021246,0.002604105,0.003482989,0.2248909,0.01245503,0.289723,0.02414199],"study_design_scores_gemma":[0.002898403,0.000002242533,0.04693725,0.0001379358,0.00004857157,0.00007763894,0.000112434,0.001091845,0.04935809,0.004820888,0.8936031,0.0009115416],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07814004,6.43524e-8,0.0001574071,0.0001093724,0.0002436186,0.1156031,0.00002277669,0.0006963772,0.8050273],"genre_scores_gemma":[0.1339388,0.000001029197,0.001684916,0.0002070466,0.000128038,0.1698488,0.00002032334,0.0002607712,0.6939103],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6038802,"threshold_uncertainty_score":0.9995927,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01833615195905334,"score_gpt":0.2912773925810854,"score_spread":0.272941240622032,"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."}}