{"id":"W4293059503","doi":"10.1002/icd.2357","title":"Experimenter identity: An invisible, lurking variable in developmental research","year":2022,"lang":"en","type":"article","venue":"Infant and Child Development","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Generalizability theory; Psychology; Developmental Science; Identity (music); Developmental psychology; Field (mathematics); Quality (philosophy); Variable (mathematics); Social psychology; Cognitive psychology; Epistemology; Aesthetics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002471339,0.0002569359,0.0002910198,0.000674388,0.001270836,0.0001579222,0.0004481993,0.00007578346,0.004107196],"category_scores_gemma":[0.00002723839,0.0002708086,0.00002905957,0.0008155632,0.00008093077,0.0003721086,0.001027743,0.0008796362,0.0001345047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004178615,"about_ca_system_score_gemma":0.0002816429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003507101,"about_ca_topic_score_gemma":0.0001855078,"domain_scores_codex":[0.9966058,0.0003729493,0.0005880586,0.0008241832,0.0008196718,0.0007893955],"domain_scores_gemma":[0.9993747,0.00007373853,0.00008348154,0.0002396261,0.0000465273,0.0001819464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007981926,0.0024583,0.6096156,0.00008978298,0.0003706673,0.000618887,0.2315091,0.00007435992,0.001424082,0.09801979,0.00422422,0.05079697],"study_design_scores_gemma":[0.001652581,0.0001733619,0.5412816,0.0001228752,0.000003547474,0.000245232,0.02117915,0.00001919071,0.0003095271,0.0005711654,0.4338521,0.0005895812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9349556,0.0008595083,0.00006149157,0.0002556495,0.0005001012,0.0004220032,0.000004919532,0.00008275933,0.06285794],"genre_scores_gemma":[0.9913806,0.00002132417,0.005341833,0.0009258342,0.00009316673,0.0004170176,0.00007157007,0.0000424802,0.001706159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4296279,"threshold_uncertainty_score":0.9999744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06494005656197178,"score_gpt":0.3536325852434031,"score_spread":0.2886925286814314,"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."}}