{"id":"W4404909132","doi":"10.23977/jeeem.2024.070306","title":"Battery Disassembly Exemplification Employing a Vision Sensor for Educational Purposes in Robotics Courses","year":2024,"lang":"en","type":"article","venue":"Journal of Electrotechnology Electrical Engineering and Management","topic":"CCD and CMOS Imaging Sensors","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Exemplification; Robotics; Artificial intelligence; Battery (electricity); Computer science; Engineering; Human–computer interaction; Computer vision; Systems engineering; Robot; Philosophy; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001816441,0.0001481964,0.0002136065,0.0007705347,0.00002846912,0.00006137762,0.000109673,0.00008200046,0.000001178194],"category_scores_gemma":[0.00005080841,0.0001422546,0.00006131273,0.0004570179,0.00001700412,0.0001165164,0.00001401924,0.0003332946,0.000001395424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001574645,"about_ca_system_score_gemma":0.00001681663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.401176e-7,"about_ca_topic_score_gemma":5.062305e-7,"domain_scores_codex":[0.9990961,0.000007290529,0.0003328715,0.0001469409,0.0001133876,0.0003034314],"domain_scores_gemma":[0.9996582,0.0001442475,0.00003250154,0.00008980062,0.00003219051,0.00004304588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007872494,0.0002315981,0.0002043748,0.001741433,0.0006633669,0.0001649944,0.0001357107,0.5372958,0.1840951,0.1223897,0.006184101,0.146815],"study_design_scores_gemma":[0.0008971625,0.0006125967,0.002032578,0.0007482455,0.0002201903,0.0007179643,0.00005370153,0.9474268,0.0140646,0.004938759,0.02770183,0.0005855432],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4284911,0.01681498,0.5437276,0.008677587,0.0009265809,0.0006659058,0.00000289537,0.0005883697,0.0001049126],"genre_scores_gemma":[0.9872695,0.002188377,0.01024432,0.00002526826,0.0001242801,0.00003517771,0.000002158872,0.00004001356,0.00007091176],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5587784,"threshold_uncertainty_score":0.5800976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004866704057630058,"score_gpt":0.2370697354079688,"score_spread":0.2322030313503387,"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."}}