{"id":"W3177865539","doi":"10.1016/j.jecp.2021.105223","title":"Out of the empirical box: A mixed-methods study of tool innovation among Congolese BaYaka forager and Bondongo fisher–farmer children","year":2021,"lang":"en","type":"article","venue":"Journal of Experimental Child Psychology","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Max-Planck-Institut für Evolutionäre Anthropologie","keywords":"Psychology; Empirical research; Developmental psychology; Statistics","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":[],"consensus_categories":[],"category_scores_codex":[0.0004484531,0.0001351151,0.0003418057,0.00003431083,0.0001139126,0.00002204745,0.0002701238,0.0001172666,0.0002602633],"category_scores_gemma":[0.00007065079,0.00004418245,0.000113767,0.0005483555,0.0001541747,0.000122845,0.0001754513,0.0003091568,0.000001032956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001575563,"about_ca_system_score_gemma":0.00001407985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000240188,"about_ca_topic_score_gemma":0.00004135975,"domain_scores_codex":[0.9982378,0.0004110878,0.000657424,0.0002022705,0.0003127579,0.0001786958],"domain_scores_gemma":[0.9991012,0.00009888588,0.0004309742,0.00008052018,0.0002365774,0.00005186436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001424567,0.001486583,0.5748102,0.000003844381,0.0001783123,0.00001139623,0.002029953,4.553012e-7,0.3957851,0.00009434115,0.01034934,0.01510797],"study_design_scores_gemma":[0.0007104989,0.0008305584,0.9339713,0.00002612974,0.00001537532,0.000120734,0.00522461,3.654154e-7,0.05776313,0.0000661911,0.001182783,0.00008836194],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952557,0.0005815394,0.000005781172,0.002421944,0.0003123,0.0002473895,0.000005095644,0.000003280305,0.00116697],"genre_scores_gemma":[0.9990701,0.00003981746,0.000224623,0.0003570089,0.0001540437,0.000005349667,0.000007484106,0.000001409041,0.0001401724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.359161,"threshold_uncertainty_score":0.28497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04835220411673663,"score_gpt":0.3830293161944014,"score_spread":0.3346771120776648,"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."}}