{"id":"W2884151395","doi":"10.1017/s0140525x18000833","title":"The replicability revolution","year":2018,"lang":"en","type":"letter","venue":"Behavioral and Brain Sciences","topic":"Mental Health Research Topics","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Replication (statistics); Psychology; Cognitive psychology; Biology; Virology","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002492247,0.0001357646,0.0001441768,0.00005152828,0.001144739,0.0001364415,0.0005597819,0.0003155263,0.000524999],"category_scores_gemma":[0.00009645339,0.00007704266,0.00004674757,0.0002240033,0.003016811,0.00006794475,0.0001589879,0.0007432319,0.0001604696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005886992,"about_ca_system_score_gemma":0.00009613851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001051545,"about_ca_topic_score_gemma":0.0001408133,"domain_scores_codex":[0.997533,0.0004454656,0.0002549552,0.0006312477,0.0005428272,0.0005924567],"domain_scores_gemma":[0.9988407,0.0004024399,0.0001123853,0.0005103738,0.00005660522,0.00007744112],"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":[0.000006157212,0.00001778239,0.002694053,0.00001491948,0.000001212439,0.00001376057,0.000122766,8.327386e-10,0.000004273926,0.0002121556,0.9586456,0.03826734],"study_design_scores_gemma":[0.00006396575,0.0004660483,0.01851488,0.00001760288,0.000005010927,0.00002499271,0.0001304112,0.000002215201,0.000003425472,0.001784633,0.9788843,0.0001025243],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09715629,0.000799478,0.000003543102,0.8938689,0.001348293,0.0005067359,0.00002929411,0.00003745964,0.006249974],"genre_scores_gemma":[0.01726574,0.0001351052,0.0004636641,0.8112106,0.009427979,0.0004644019,0.00006405473,0.00003479569,0.1609337],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1546837,"threshold_uncertainty_score":0.9996964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2450811487928729,"score_gpt":0.5088049570059647,"score_spread":0.2637238082130918,"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."}}