{"id":"W3040971250","doi":"10.17605/osf.io/3kvzu","title":"QLSC 612: Summer 2020","year":2020,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002704865,0.001024119,0.0005781265,0.0009872989,0.002113965,0.00404313,0.002359109,0.001895599,0.6568134],"category_scores_gemma":[0.003042156,0.000543934,0.0006198667,0.000791038,0.0006627915,0.001014807,0.004355019,0.001664708,0.3922798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00749842,"about_ca_system_score_gemma":0.01799662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06994703,"about_ca_topic_score_gemma":0.2618926,"domain_scores_codex":[0.9986699,0.0001446539,0.00003522423,0.0001901419,0.0004875924,0.0004724592],"domain_scores_gemma":[0.9928318,0.0001404017,0.0001019941,0.0002427718,0.00147194,0.005210993],"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":[0.0001016913,0.00008560348,0.0002301675,0.00004033385,0.000001259505,0.00003350037,0.00003080864,0.00006971198,0.0003176454,0.0006851888,0.9857085,0.01269561],"study_design_scores_gemma":[0.00004757856,0.00008102653,0.002571534,0.00005288102,0.000001594823,0.00001973214,0.00009671274,0.0002168455,0.0002695478,0.0007517107,0.9958806,0.00001012986],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00985059,0.0008974022,0.002866569,0.0237877,0.007440045,0.001273182,0.04114642,0.005595309,0.9071428],"genre_scores_gemma":[0.009092917,0.0001672139,0.001566735,0.002649965,0.0003553979,0.0002968668,0.008783408,0.0006355327,0.9764521],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3431866,"threshold_uncertainty_score":0.4895141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07906193524291032,"score_gpt":0.3638806270594059,"score_spread":0.2848186918164956,"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."}}