{"id":"W4211263354","doi":"10.14434/do.v15i1.33779","title":"NIDCAP Partners with Industrial Design: Training for Success","year":2022,"lang":"en","type":"article","venue":"Developmental Observer","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Stollery Children's Hospital","funders":"","keywords":"Training (meteorology); Computer science; Psychology; Geography","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":[0.0002198535,0.0001849855,0.000155713,0.00008806896,0.000203475,0.00003750416,0.0001947003,0.00003901485,0.000435325],"category_scores_gemma":[0.00001080639,0.0001861142,0.00003390909,0.0003382146,0.00001384371,0.0001133335,0.00004035354,0.00017642,0.000012587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004208241,"about_ca_system_score_gemma":0.000210317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003448576,"about_ca_topic_score_gemma":0.000003904627,"domain_scores_codex":[0.9990036,0.00001840633,0.0002149861,0.0001923062,0.0002405011,0.0003301768],"domain_scores_gemma":[0.9997224,0.00004641415,0.0000260359,0.00008212774,0.00002121405,0.0001017613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002091548,0.000239695,0.01125334,0.0001730894,0.0006548984,0.00004061994,0.01637156,0.7700304,0.001565794,0.001165418,0.1419374,0.05635863],"study_design_scores_gemma":[0.004635694,0.0002431797,0.02133287,0.00007630028,0.00004770234,0.0001209456,0.00835674,0.01727499,0.007446737,0.00006521011,0.9385464,0.001853201],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9402013,0.0001910771,0.048121,0.00029012,0.003499499,0.001556684,0.00004991841,0.001119711,0.004970708],"genre_scores_gemma":[0.9463513,0.000003992996,0.0510527,0.0001523446,0.0000824813,0.001217231,0.0001371962,0.00006779926,0.0009349324],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.796609,"threshold_uncertainty_score":0.7589518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1185047572639112,"score_gpt":0.2607691639673685,"score_spread":0.1422644067034572,"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."}}