{"id":"W6920741299","doi":"10.6084/m9.figshare.12280964.v2","title":"Getting Started with Explorer for Institutions video","year":2020,"lang":"en","type":"other","venue":"Figshare","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Sign (mathematics); Time line; Period (music)","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00004492,0.0000983536,0.0001256584,0.00007696704,0.0002263341,0.00005833041,0.0002361166,0.0001959949,0.1614555],"category_scores_gemma":[0.002594546,0.00008373611,0.00003985312,0.0002227344,0.00003477589,0.00004761481,0.0000298308,0.0001200367,0.0003787167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003430319,"about_ca_system_score_gemma":0.0004535647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001148802,"about_ca_topic_score_gemma":0.0009431497,"domain_scores_codex":[0.9994057,0.00003284269,0.00007134665,0.0001954741,0.0001285917,0.0001660422],"domain_scores_gemma":[0.9995165,0.0001229613,0.0001155254,0.0001404024,0.00005202814,0.00005251759],"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":[7.616672e-7,0.000005574127,0.000002696936,0.00006404555,0.00001394222,7.560305e-7,0.001137863,2.202893e-7,7.237881e-7,0.003261079,0.99125,0.004262325],"study_design_scores_gemma":[0.00006058902,0.00001509671,0.000006788113,0.0008363161,0.000008172154,8.000944e-8,0.003246098,0.000001044532,0.00001538748,0.0002504056,0.9954287,0.0001313106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[7.777264e-7,0.0004639519,0.0001895103,0.004238327,0.0001441231,0.0008445168,0.1103133,0.001214677,0.8825908],"genre_scores_gemma":[0.000524306,0.0001107956,0.1739204,0.002265706,0.004353296,0.006623863,0.1520725,0.0007120519,0.659417],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2231737,"threshold_uncertainty_score":0.8393111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2577204166813583,"score_gpt":0.4193697753979828,"score_spread":0.1616493587166246,"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."}}