{"id":"W3025331375","doi":"10.33137/jaste.v11i1.34258","title":"‘Design Thinking’ Grows Up","year":2020,"lang":"en","type":"article","venue":"Journal for Activist Science and Technology Education","topic":"Innovative Human-Technology Interaction","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Function (biology); Design thinking; Engineering ethics; Psychology; Mathematics education; Sociology; Pedagogy; Computer science; Engineering; Human–computer interaction","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02170715,0.001266712,0.0009620677,0.003452485,0.004066679,0.01297742,0.002380939,0.005387342,0.01220213],"category_scores_gemma":[0.0279381,0.0009049092,0.00123057,0.002453974,0.03351051,0.01909602,0.00782769,0.009888511,0.004848418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004942399,"about_ca_system_score_gemma":0.005013992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001314179,"about_ca_topic_score_gemma":0.001429083,"domain_scores_codex":[0.9774199,0.01271705,0.0009572162,0.00241935,0.005634328,0.0008522125],"domain_scores_gemma":[0.9496481,0.03562629,0.001269369,0.006543244,0.005261597,0.001651429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002626467,0.00006743546,0.0007904652,0.0006757146,0.00003489089,0.0002307728,0.02282286,0.0005926869,0.000582213,0.8615485,0.02907264,0.08355546],"study_design_scores_gemma":[0.00001377421,0.00005316658,0.0002630214,0.0007643987,0.00001052703,0.000442862,0.00716451,0.000701976,0.0003538142,0.316152,0.6740465,0.00003341191],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01458111,0.03532542,0.3207724,0.1636353,0.007896965,0.0002239871,0.0001131244,0.001180565,0.4562712],"genre_scores_gemma":[0.5662398,0.04320931,0.2391962,0.05133547,0.005037019,0.0008067742,0.0002848899,0.001770328,0.09212017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02170715,"threshold_uncertainty_score":0.1147997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03671738600636797,"score_gpt":0.3290849789265808,"score_spread":0.2923675929202128,"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."}}