{"id":"W3177141499","doi":"10.1145/3459990.3460513","title":"Translational IDC","year":2021,"lang":"en","type":"article","venue":"Interaction Design and Children","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Work (physics); Knowledge management; Process (computing); Translational research; Engineering; Engineering ethics; Engineering management; Computer science; Medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.1675009,0.00118117,0.001693607,0.005158811,0.01087358,0.01920064,0.007827738,0.008964706,0.03677671],"category_scores_gemma":[0.1976939,0.00101485,0.00280931,0.004649468,0.01962899,0.01434002,0.03924846,0.01728962,0.01156432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01622606,"about_ca_system_score_gemma":0.07257021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004571546,"about_ca_topic_score_gemma":0.006034043,"domain_scores_codex":[0.8947093,0.0733431,0.006257109,0.006314222,0.0127278,0.006648515],"domain_scores_gemma":[0.7431725,0.1212533,0.006374447,0.06254982,0.04403134,0.02261864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003304326,0.000852265,0.003013728,0.006570831,0.0001190822,0.001164275,0.09640667,0.0003825439,0.002125203,0.2562335,0.2027263,0.4300752],"study_design_scores_gemma":[0.0001306428,0.0003140109,0.001554189,0.01092644,0.00008070542,0.0009618099,0.06090192,0.0002836348,0.002064123,0.08197626,0.8407249,0.0000813751],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.02517984,0.03866062,0.1373558,0.4132366,0.04573991,0.009044044,0.001840204,0.002218801,0.3267243],"genre_scores_gemma":[0.3133126,0.04239223,0.2817869,0.2244388,0.01003052,0.02384975,0.004297953,0.003051471,0.09683975],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9632233,"threshold_uncertainty_score":0.8858398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02784823206035389,"score_gpt":0.298769297592091,"score_spread":0.2709210655317371,"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."}}