{"id":"W4382201542","doi":"10.3756/artsci.22.3_1","title":"A Study on Component Reassembly Assist Method Using Simple Marker by Recording and Replaying Disassembly Order","year":2023,"lang":"en","type":"article","venue":"The Journal of the Society for Art and Science","topic":"Image Processing and 3D Reconstruction","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alpha Technologies (Canada)","funders":"","keywords":"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.005733546,0.00009015864,0.0001406256,0.00004468488,0.001875676,0.000354565,0.0005762907,0.00002066494,2.261135e-7],"category_scores_gemma":[0.0001787513,0.00004745326,0.0001182953,0.0007849049,0.0002327956,0.0005319949,0.0002763918,0.0001628334,3.203506e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004158809,"about_ca_system_score_gemma":0.0000987704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007685755,"about_ca_topic_score_gemma":9.321568e-7,"domain_scores_codex":[0.9988779,0.0001127006,0.0002246967,0.0001833626,0.0003785631,0.0002228204],"domain_scores_gemma":[0.9989479,0.0003545858,0.0002751836,0.0002092124,0.0001542903,0.00005888764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002363671,0.0003745621,0.03175896,0.0001367116,0.0004482317,0.000006552244,0.05164813,0.00212737,0.6390886,0.001057832,0.03258817,0.2405286],"study_design_scores_gemma":[0.002034683,0.0007460169,0.03695701,0.0003627412,0.0002947422,0.001498266,0.0267258,0.9023108,0.01540739,0.01176013,0.001342428,0.000559957],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.847647,0.00005926524,0.1500943,0.001622513,0.0003943828,0.0001262416,8.429903e-7,0.00001577193,0.00003966724],"genre_scores_gemma":[0.971888,0.0000208933,0.02773071,0.0001696883,0.00004728132,0.000001476667,7.2332e-8,0.000005499074,0.0001363755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9001834,"threshold_uncertainty_score":0.9994237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03788845768501009,"score_gpt":0.3321429951898481,"score_spread":0.294254537504838,"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."}}