{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2337896,0.0003965106,0.001543197,0.006289336,0.0042648,0.01241984,0.002557614,0.002440953,0.003647305],"category_scores_gemma":[0.2939894,0.0007244674,0.0009157651,0.006486373,0.03326203,0.01620207,0.009761878,0.003632393,0.0004286714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003063242,"about_ca_system_score_gemma":0.004242107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001772532,"about_ca_topic_score_gemma":0.00278989,"domain_scores_codex":[0.7916765,0.163697,0.0153216,0.008483243,0.01889507,0.001926658],"domain_scores_gemma":[0.3460546,0.5559285,0.05510863,0.02386766,0.01518082,0.003859902],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0009026659,0.0002519941,0.2500716,0.01267478,0.001160649,0.001654668,0.2312768,0.0003299672,0.00292185,0.2835065,0.006467169,0.2087814],"study_design_scores_gemma":[0.000171929,0.0009384066,0.2726674,0.04250975,0.002485236,0.004191441,0.3029315,0.001068239,0.0088615,0.2414352,0.1222077,0.0005317453],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5199625,0.1988487,0.09283577,0.105165,0.005942625,0.0004205866,0.0005587908,0.0001780378,0.07608777],"genre_scores_gemma":[0.9768556,0.009231049,0.007288894,0.004680373,0.0009365282,0.0001643679,0.00007029962,0.0000586203,0.0007142483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7662104,"threshold_uncertainty_score":0.9448739,"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."}}