{"id":"W4210315926","doi":"10.31234/osf.io/nt67j","title":"How to Run Behavioural Experiments Online: Best Practice Suggestions for Cognitive Psychology and Neuroscience","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"Concordia University","keywords":"Context (archaeology); Psychology; Realm; Cognition; Cognitive neuroscience; Cognitive psychology; Cognitive science; Neuroscience","routes":{"ca_aff":true,"ca_fund":true,"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":[0.3542526,0.006120883,0.006394146,0.006794005,0.004599641,0.01623288,0.01353521,0.02439563,0.02007504],"category_scores_gemma":[0.5286291,0.004051566,0.005553171,0.005084104,0.02127144,0.03056108,0.009176115,0.02664439,0.01821544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006269867,"about_ca_system_score_gemma":0.02646948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008886243,"about_ca_topic_score_gemma":0.01630737,"domain_scores_codex":[0.7820784,0.1773906,0.01288758,0.006116806,0.01858375,0.002942768],"domain_scores_gemma":[0.2514282,0.5981422,0.01152659,0.06824411,0.05428256,0.01637624],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002565073,0.007522701,0.005803349,0.006822888,0.0007465101,0.001562413,0.0111853,0.00616495,0.004352257,0.04262418,0.2529919,0.6576584],"study_design_scores_gemma":[0.005754679,0.004135055,0.01171424,0.01898847,0.0009583021,0.001655428,0.01835244,0.01478697,0.008083955,0.5328559,0.3807472,0.001967312],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.007038341,0.01682488,0.4271308,0.5066168,0.009962214,0.01134842,0.0006347856,0.009104538,0.0113392],"genre_scores_gemma":[0.01267486,0.005569685,0.9331037,0.029034,0.002114405,0.0129552,0.0001827012,0.0009203299,0.003445244],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6457474,"threshold_uncertainty_score":0.7963215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3583866574918793,"score_gpt":0.4984064463255791,"score_spread":0.1400197888336998,"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."}}