{"id":"W4226471238","doi":"10.1016/j.ecresq.2022.01.003","title":"So, what is it? Examining parent-child interactions while talking about artifacts in a museum","year":2022,"lang":"en","type":"article","venue":"Early Childhood Research Quarterly","topic":"Child and Animal Learning Development","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Artifact (error); Psychology; Variety (cybernetics); Identification (biology); Cognition; Developmental psychology; Pedagogy; Computer science","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":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002252985,0.0003487803,0.0004134646,0.001154552,0.001764738,0.0009785666,0.0007778615,0.0001053882,0.01272123],"category_scores_gemma":[0.00007710885,0.0003757362,0.000156831,0.001314662,0.0001617954,0.0008156497,0.0003065593,0.003554108,0.001848099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003312793,"about_ca_system_score_gemma":0.0002706812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009049624,"about_ca_topic_score_gemma":0.0003457783,"domain_scores_codex":[0.9938831,0.00139469,0.0007206844,0.001184522,0.001308179,0.001508777],"domain_scores_gemma":[0.9981273,0.0004854811,0.0001731389,0.0007774733,0.0001178757,0.0003186995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002225888,0.002151691,0.02276785,0.00002146586,0.0002645259,0.0005158857,0.675647,0.00003431795,0.0005118133,0.0007648394,0.02767505,0.269423],"study_design_scores_gemma":[0.001274684,0.001816728,0.7811548,0.0003742807,0.000008139214,0.00009980031,0.1066551,0.00002012796,0.00002806801,0.0002195439,0.107912,0.0004367901],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668636,0.001116209,0.00001507866,0.01140234,0.001597161,0.0007420518,0.00002921806,0.0001403037,0.01809404],"genre_scores_gemma":[0.9937919,0.0000458079,0.00006963625,0.00116345,0.0003958852,0.0004935064,0.00006292926,0.00008829137,0.00388858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7583869,"threshold_uncertainty_score":0.9998695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07475262270208434,"score_gpt":0.3636640170138887,"score_spread":0.2889113943118043,"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."}}