{"id":"W4415291390","doi":"10.21428/70cb44c5.cda5f674","title":"Makerspace Retention as a Result of Curricular Integration","year":2025,"lang":"en","type":"article","venue":"","topic":"Educational Innovations and Challenges","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Engineering education; Experiential learning; Curriculum; Training (meteorology)","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":[0.005231891,0.000299588,0.0005517814,0.001526049,0.002471906,0.005824478,0.001801123,0.001136042,0.02270683],"category_scores_gemma":[0.0244157,0.0002471563,0.00078311,0.002313355,0.001140736,0.002369835,0.006500595,0.001810675,0.002336297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001515316,"about_ca_system_score_gemma":0.006020023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004939745,"about_ca_topic_score_gemma":0.009297271,"domain_scores_codex":[0.9937617,0.0009679059,0.0003559279,0.0005707323,0.002280215,0.002063554],"domain_scores_gemma":[0.973237,0.005397866,0.004223274,0.002538449,0.005064511,0.009538868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00764235,0.01246074,0.3647032,0.0006024718,0.0002137827,0.001285419,0.02247819,0.0006059784,0.009519637,0.007511148,0.01400587,0.5589712],"study_design_scores_gemma":[0.000301324,0.008933844,0.8967169,0.0003667724,0.0002982401,0.0005947095,0.02999461,0.0005610771,0.01382372,0.003535783,0.04478398,0.00008898275],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857859,0.0003804519,0.0004796752,0.001129651,0.000225152,0.0001040891,0.0003347753,0.0001147208,0.0114456],"genre_scores_gemma":[0.9854418,0.0001276675,0.0003949092,0.0003152183,0.00004821207,0.00007790104,0.0003557332,0.00004681541,0.01319172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02270683,"threshold_uncertainty_score":0.07596195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02206620968921962,"score_gpt":0.3113760088938092,"score_spread":0.2893097992045896,"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."}}