{"id":"W3127661549","doi":"10.1002/jaba.812","title":"Within‐ and across‐session increases in work requirement do not produce similar response output","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Behavior Analysis","topic":"Behavioral and Psychological Studies","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Session (web analytics); Schedule; Reinforcement; Psychology; Demand characteristics; Statistics; Work (physics); Econometrics; Computer science; Operations research; Mathematics; Social psychology; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001924994,0.0002615121,0.0008323208,0.0002956177,0.0001647986,0.00009019722,0.0002182283,0.0001953342,0.0006146476],"category_scores_gemma":[0.00008593953,0.0001904328,0.0003188061,0.001888542,0.0001479575,0.00008222957,0.0001470185,0.000521143,0.00001568443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008660704,"about_ca_system_score_gemma":0.00003224615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004887088,"about_ca_topic_score_gemma":0.00005324637,"domain_scores_codex":[0.9972589,0.0003103849,0.001043669,0.0005142204,0.0004977207,0.0003750927],"domain_scores_gemma":[0.9984133,0.0001790097,0.0005897281,0.0004071317,0.0002208247,0.0001900569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008831836,0.003177716,0.9236794,0.000008811392,0.0007661975,0.001985764,0.00520019,0.00007291161,0.01607379,0.00005467616,0.0006911018,0.0394576],"study_design_scores_gemma":[0.001217114,0.0001987431,0.9898185,0.00003696865,0.001592355,0.00004783821,0.00447735,4.974033e-7,0.001586879,0.0000560277,0.0007342611,0.0002334356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977567,0.0009802328,0.00002939271,0.000613794,0.0001948735,0.000153695,0.00001751441,0.00001463536,0.0002391523],"genre_scores_gemma":[0.9984468,0.00009228609,0.0006211014,0.0003009077,0.0001032589,0.00004574918,0.000005548015,0.00001590139,0.0003684826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06613912,"threshold_uncertainty_score":0.7765623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.140108770933015,"score_gpt":0.3827181941272593,"score_spread":0.2426094231942443,"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."}}