{"id":"W4226176688","doi":"10.1007/s13164-022-00636-y","title":"A roadmap to doing culturally grounded developmental science","year":2022,"lang":"en","type":"article","venue":"Review of Philosophy and Psychology","topic":"Cultural Differences and Values","field":"Psychology","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Engineering ethics; Context (archaeology); Flexibility (engineering); Philosophy of science; Face (sociological concept); Set (abstract data type); Responsible Research and Innovation; Sociology; Epistemology; Social science; Computer science; Engineering; Management","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":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.221998,0.00256479,0.0038597,0.008163747,0.01273763,0.02562665,0.00786317,0.01390703,0.01436112],"category_scores_gemma":[0.1570673,0.001947684,0.0040762,0.005491151,0.05673163,0.04020658,0.03664642,0.03126344,0.003957405],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01639763,"about_ca_system_score_gemma":0.09339532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009615899,"about_ca_topic_score_gemma":0.008059068,"domain_scores_codex":[0.8168908,0.1510683,0.006558001,0.007450738,0.01372049,0.00431161],"domain_scores_gemma":[0.6497746,0.2466819,0.005138972,0.04796093,0.02999459,0.02044908],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007398849,0.0007642437,0.001879649,0.00515201,0.0001540926,0.0004250109,0.04488275,0.001247905,0.0007459116,0.659759,0.02378723,0.2611282],"study_design_scores_gemma":[0.00008066069,0.0001794459,0.0008663447,0.01056409,0.0000455335,0.0002526286,0.03588809,0.0004679174,0.0003865577,0.7423354,0.2088406,0.0000926719],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.006207599,0.07363576,0.3133442,0.5084276,0.009812406,0.003164078,0.000337718,0.0008275816,0.08424313],"genre_scores_gemma":[0.1071872,0.0469247,0.7880377,0.04280435,0.002297885,0.007032858,0.0005150572,0.0005771942,0.004622964],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.778002,"threshold_uncertainty_score":0.959415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1195161577810565,"score_gpt":0.422975038388855,"score_spread":0.3034588806077985,"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."}}