{"id":"W1481621347","doi":"","title":"Portable Inspiration: The Necessity of STEM Outreach Investment.","year":2009,"lang":"en","type":"article","venue":"˜The œtechnology teacher/˜The œTechnology teacher","topic":"Engineering Education and Pedagogy","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outreach; Ingenuity; Curriculum; Technology education; Engineering; Investment (military); Club; Public relations; Engineering ethics; Engineering management; Management; Sociology; Pedagogy; Political science; Economics; Politics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001610035,0.0004062982,0.0001608006,0.0005797324,0.005360166,0.006577357,0.00158117,0.007093791,0.06900226],"category_scores_gemma":[0.007002439,0.0003169759,0.0004631873,0.0006898959,0.002630669,0.007177442,0.00514135,0.005268828,0.0131729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00219431,"about_ca_system_score_gemma":0.006942829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007060689,"about_ca_topic_score_gemma":0.0190345,"domain_scores_codex":[0.9982541,0.0004757691,0.00003337596,0.0002046394,0.0006216767,0.000410481],"domain_scores_gemma":[0.9975241,0.0007622013,0.0001295844,0.000241841,0.0006086087,0.0007336327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003916567,0.00007975209,0.0008055476,0.0001156765,0.000006146292,0.0004820339,0.001941283,0.0001245553,0.0005689088,0.2974451,0.582185,0.1162069],"study_design_scores_gemma":[0.00002076414,0.00005648655,0.001496322,0.0001931005,0.000008676871,0.0003390651,0.002133906,0.0003345277,0.0003877029,0.03879254,0.9562159,0.00002116004],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.00696345,0.001338213,0.006637078,0.2145429,0.002950081,0.0001427813,0.0001449456,0.0006859036,0.7665946],"genre_scores_gemma":[0.1501184,0.002464046,0.01620151,0.169742,0.001362718,0.000453857,0.0004351467,0.0004825697,0.6587398],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.06900226,"threshold_uncertainty_score":0.2308356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642560098068132,"score_gpt":0.2469752457313348,"score_spread":0.2305496447506535,"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."}}