{"id":"W3165986688","doi":"10.3389/fpsyg.2021.636601","title":"Components and Mechanisms: How Children Talk About Machines in Museum Exhibits","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Museums and Cultural Heritage","field":"Arts and Humanities","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Test (biology); Psychology; Artifact (error); Developmental psychology; Cognitive psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001517142,0.0006476334,0.000518602,0.001210735,0.001056591,0.002950138,0.0007053202,0.001056956,0.004117734],"category_scores_gemma":[0.004866856,0.000782486,0.0004445689,0.0005224645,0.002186609,0.00191007,0.001638962,0.001331599,0.0009192229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006754887,"about_ca_system_score_gemma":0.0005619033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01203284,"about_ca_topic_score_gemma":0.0210365,"domain_scores_codex":[0.9993857,0.00009552459,0.00004192883,0.0001628546,0.000128238,0.0001857786],"domain_scores_gemma":[0.9974537,0.001069678,0.000776894,0.0001536119,0.0002245915,0.0003213638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004156088,0.000791517,0.479536,0.0004216135,0.0000598736,0.002596145,0.4678905,0.0001887194,0.02016097,0.0006356767,0.001400978,0.02590238],"study_design_scores_gemma":[0.00004316448,0.0009264387,0.752147,0.0001673297,0.0001258343,0.002327186,0.2335318,0.0002787915,0.003128522,0.0005046798,0.006709047,0.0001102658],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998833,0.00009845428,0.00006329694,0.00002663235,0.000002739315,0.00001264711,0.00006220926,0.0000098582,0.0008910632],"genre_scores_gemma":[0.9976291,0.0002647199,0.0004150337,0.00005385912,0.000003880446,0.00004663207,0.0001234962,0.000008858379,0.001454448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01203284,"threshold_uncertainty_score":0.0239256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02033592726972188,"score_gpt":0.2424505046801409,"score_spread":0.222114577410419,"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."}}