{"id":"W4391045487","doi":"10.15353/cjo.v48i3.4501","title":"Announcements","year":2021,"lang":"en","type":"article","venue":"Canadian journal of optometry/CJO. Canadian journal of optometry","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004904155,0.001146302,0.002408716,0.01885998,0.001032845,0.001505,0.003198447,0.0007347948,0.008605532],"category_scores_gemma":[0.003511871,0.001206466,0.001569092,0.01288727,0.0008738961,0.002674135,0.00007424705,0.003429887,0.0008388116],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006642803,"about_ca_system_score_gemma":0.04956858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004912952,"about_ca_topic_score_gemma":0.01064855,"domain_scores_codex":[0.9884042,0.000767199,0.004094379,0.0007036846,0.002641363,0.003389227],"domain_scores_gemma":[0.9687428,0.0004209581,0.003923841,0.001104733,0.008915236,0.01689247],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008768291,0.00009593172,0.86869,0.00009484725,0.001468744,0.02453928,0.0007270867,0.0006188202,0.001535409,0.00002075777,0.1010685,0.001052924],"study_design_scores_gemma":[0.004946634,0.0006401445,0.7758963,0.001370467,0.000745491,0.03738978,0.003264179,0.00005690883,0.002949815,0.00002408514,0.1711249,0.001591341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.963324,0.01660053,0.0006621281,0.00280406,0.00723992,0.0002643906,0.001515308,0.0000176857,0.007572019],"genre_scores_gemma":[0.9887857,0.0002409354,0.005492914,0.001358518,0.00212026,0.000002496198,0.00005513001,0.0003745638,0.001569417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09279376,"threshold_uncertainty_score":0.9999391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01885636947653756,"score_gpt":0.3188329363656389,"score_spread":0.2999765668891013,"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."}}