{"id":"W4242616856","doi":"10.31219/osf.io/q27xz","title":"CHRISTIANO VOL8 ED 1","year":2019,"lang":"id","type":"preprint","venue":"","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Business administration; Physics; Business","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":[0.001509816,0.001626709,0.0008094769,0.002915833,0.002772269,0.007402383,0.001729088,0.003599496,0.492493],"category_scores_gemma":[0.003965199,0.0006633265,0.001031783,0.00248613,0.002105305,0.004076691,0.005838419,0.003237406,0.2474764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002866373,"about_ca_system_score_gemma":0.003800118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003854756,"about_ca_topic_score_gemma":0.006781255,"domain_scores_codex":[0.998489,0.0003191357,0.00009909849,0.000307909,0.0006127023,0.0001721644],"domain_scores_gemma":[0.999064,0.0002132841,0.00006583789,0.0002102594,0.0002372737,0.0002093146],"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":[0.00008107656,0.00006664999,0.0005153341,0.0005127154,0.000009525103,0.0002420986,0.0006155384,0.0002263539,0.0003649575,0.06371181,0.7886674,0.1449865],"study_design_scores_gemma":[0.000003391237,0.00001006622,0.0001940035,0.0001964248,0.000001422966,0.00009759762,0.0001370282,0.00003129613,0.00006145398,0.00301506,0.9962476,0.000004609391],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001161564,0.0156859,0.001820107,0.008511352,0.01846026,0.0001560252,0.001393148,0.0005533459,0.9522583],"genre_scores_gemma":[0.005087322,0.005476735,0.001016988,0.001908259,0.002341071,0.0001040184,0.0007828036,0.0003050792,0.9829777],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.507507,"threshold_uncertainty_score":0.7238972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01910029173239046,"score_gpt":0.2585434871547543,"score_spread":0.2394431954223638,"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."}}