{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02940093,0.002771743,0.003051659,0.005521855,0.005478464,0.007294072,0.003170538,0.00547743,0.6436428],"category_scores_gemma":[0.1107659,0.002894775,0.001715953,0.002745552,0.003507616,0.005097206,0.007121911,0.006284292,0.4033637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003743727,"about_ca_system_score_gemma":0.01550365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002127649,"about_ca_topic_score_gemma":0.003327483,"domain_scores_codex":[0.9790311,0.01246433,0.002611879,0.001871235,0.002636793,0.001384689],"domain_scores_gemma":[0.9106121,0.04046487,0.004984878,0.02438298,0.01375113,0.005804083],"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":[0.01203571,0.0008349982,0.001147899,0.004996248,0.0001267396,0.0002657056,0.001339408,0.000245911,0.00144154,0.0224935,0.9027852,0.05228713],"study_design_scores_gemma":[0.006359059,0.0004815462,0.0008543994,0.003333929,0.00010536,0.000243722,0.0008421766,0.0004119914,0.001766168,0.03247909,0.9530175,0.0001049964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"protocol","genre_scores_codex":[0.006218285,0.003704862,0.05903191,0.02360095,0.008970987,0.3002927,0.3217111,0.01094444,0.2655247],"genre_scores_gemma":[0.0204738,0.001598641,0.02228248,0.01211225,0.001206188,0.7861686,0.03592159,0.002210303,0.1180262],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.3563572,"threshold_uncertainty_score":0,"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."}}