{"id":"W3137432179","doi":"10.1177/17470218211005759","title":"Judgements of effort as a function of post-trial versus post-task elicitation","year":2021,"lang":"en","type":"article","venue":"Quarterly Journal of Experimental Psychology","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Psychology; Cognitive psychology; Task (project management); Judgement; Cognition; Perception; Dissociation (chemistry); Construct (python library); Reading (process); Social psychology; Computer science; Linguistics","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":[],"consensus_categories":[],"category_scores_codex":[0.005842452,0.0007979281,0.0009069597,0.0005575484,0.0003820994,0.001669102,0.0006891093,0.001080218,0.003149843],"category_scores_gemma":[0.06435827,0.0004204794,0.0003130581,0.0005761956,0.0007921253,0.00129738,0.001336871,0.001797978,0.0008230779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002872674,"about_ca_system_score_gemma":0.0002467348,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005025398,"about_ca_topic_score_gemma":0.0009494074,"domain_scores_codex":[0.994909,0.001309793,0.0006719885,0.00092039,0.001803847,0.0003849709],"domain_scores_gemma":[0.9234796,0.05531718,0.00879234,0.005377611,0.005080666,0.00195262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02457465,0.002075563,0.0636607,0.0009264778,0.0003193177,0.0003522497,0.007610209,0.001447844,0.8193057,0.001879264,0.0006895406,0.07715855],"study_design_scores_gemma":[0.0001857039,0.007733589,0.8924751,0.00008279934,0.0001703995,0.0001943147,0.001223956,0.004815023,0.08948496,0.002266143,0.001198552,0.0001694166],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873123,0.0003411192,0.006626911,0.00005562371,0.0001221025,0.0002152822,0.0002667629,0.0001059633,0.004954102],"genre_scores_gemma":[0.9903909,0.0001621456,0.005246492,0.00008652241,0.00005847893,0.0005602353,0.0004219147,0.000151458,0.002921997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005842452,"threshold_uncertainty_score":0.03089821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09755514241939696,"score_gpt":0.4236742297184158,"score_spread":0.3261190872990189,"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."}}