{"id":"W4220707793","doi":"10.54434/candj.111","title":"Editorial: Where Do We Go from Here?","year":2022,"lang":"en","type":"editorial","venue":"CAND Journal","topic":"Public Health Policies and Education","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Downtown; Mandate; Polarization (electrochemistry); Political science; Media studies; Sociology; QUIET; Law; History","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002586125,0.0003710074,0.0007245204,0.0002300026,0.003253584,0.0001565319,0.000744796,0.001864201,0.02589503],"category_scores_gemma":[0.001998554,0.0003239584,0.0001998537,0.0002488537,0.00006707865,0.0002227942,0.0002535747,0.01117721,0.0005633934],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002663093,"about_ca_system_score_gemma":0.01911939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01007842,"about_ca_topic_score_gemma":0.0009643667,"domain_scores_codex":[0.9939782,0.00145026,0.001285157,0.0004073578,0.001663827,0.001215205],"domain_scores_gemma":[0.9934172,0.002830814,0.001365142,0.0005335074,0.0008724038,0.0009809397],"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":[0.0000671179,0.00003689428,0.0001554665,0.0002218762,0.00006490597,0.000006569911,0.004217119,0.000001386202,0.000001133414,0.00003930021,0.9929248,0.002263395],"study_design_scores_gemma":[0.001151599,0.0000954549,0.00002017175,0.0006989669,0.00006253818,0.000002397534,0.01032269,0.000001305639,5.244891e-8,0.001558739,0.9857855,0.0003005161],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001095949,0.01217689,0.000009213969,0.01637313,0.9634466,0.0003678408,0.001277768,0.00006378916,0.006175154],"genre_scores_gemma":[0.000004838781,0.0242991,0.0000411121,0.0004103961,0.9496423,0.0001478952,0.0003732186,0.0001074824,0.02497366],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02533163,"threshold_uncertainty_score":0.9999213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03419707164128913,"score_gpt":0.43770251801091,"score_spread":0.4035054463696209,"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."}}