{"id":"W2905812497","doi":"10.1111/ejn.14319","title":"Science in flux: Registered reports and beyond at the <i>European Journal of Neuroscience</i>","year":2018,"lang":"en","type":"editorial","venue":"European Journal of Neuroscience","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Open science; Incentive; Transparency (behavior); Psychology; Open data; Public relations; Behavioural sciences; Citizen science; Limiting; Scientific progress; Data science; Political science; Computer science; Epistemology; World Wide Web; Law","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1951641,0.001472049,0.003019448,0.01405545,0.006540638,0.05595945,0.007882384,0.02054586,0.089864],"category_scores_gemma":[0.5997602,0.002163005,0.002742561,0.01852454,0.01367126,0.05106047,0.01740163,0.01878367,0.07843774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006982451,"about_ca_system_score_gemma":0.03666354,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001829553,"about_ca_topic_score_gemma":0.001354669,"domain_scores_codex":[0.7884203,0.1061583,0.02597556,0.01246603,0.06035784,0.006622021],"domain_scores_gemma":[0.3176551,0.2989402,0.07340001,0.1264185,0.1422252,0.04136094],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001871053,0.00006057383,0.0008381864,0.001563978,0.00005086925,0.0002778457,0.002066621,0.00007606744,0.0002419856,0.1178106,0.7614004,0.1154256],"study_design_scores_gemma":[0.00002735029,0.00004927328,0.0005540596,0.001776015,0.00002152048,0.0002308651,0.0007426744,0.00006379732,0.0002093458,0.02220466,0.9740725,0.00004779625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.003008196,0.04614081,0.02603156,0.5139512,0.1990874,0.001004935,0.008028443,0.006617303,0.1961302],"genre_scores_gemma":[0.0780692,0.08831774,0.09540807,0.2734716,0.1857017,0.006328226,0.02017783,0.02033162,0.2321941],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.8048359,"threshold_uncertainty_score":0.992506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02176156638363777,"score_gpt":0.2649167853419673,"score_spread":0.2431552189583295,"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."}}