{"id":"W4400508448","doi":"10.54337/nlc.v14i1.8017","title":"Minecrafters","year":2024,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Networked Learning","topic":"Power Line Inspection Robots","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001342004,0.0001111278,0.00008817125,0.0001087104,0.00003682886,0.0001320604,0.0003876895,0.00004338508,0.0002428675],"category_scores_gemma":[0.00005725479,0.00008759946,0.00007663998,0.0002008865,0.00003420116,0.0001482831,0.00005757935,0.0004040754,0.00004764953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007617323,"about_ca_system_score_gemma":0.0000146028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002961043,"about_ca_topic_score_gemma":8.837536e-7,"domain_scores_codex":[0.9992698,0.000002643258,0.0001790812,0.0001422546,0.0002733555,0.0001328433],"domain_scores_gemma":[0.9997353,0.00003575584,0.00003686031,0.00004092113,0.0001211159,0.00003004296],"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":[0.0000884316,0.0000462699,0.006410259,0.0003027892,0.0006222883,0.000006302867,0.001424711,0.448658,0.1247904,0.2942081,0.08945866,0.03398382],"study_design_scores_gemma":[0.0001006056,0.0000284596,0.0005867938,0.0006434876,0.00001229129,0.00001259413,0.0001479762,0.9261574,0.00612132,0.001955338,0.06408295,0.0001508131],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3940697,0.000228483,0.001062615,0.005090423,0.006589621,0.0002001834,0.000003873984,0.001232449,0.5915226],"genre_scores_gemma":[0.9957264,0.00005983646,0.0001900292,0.00004754391,0.0003312424,0.00001201247,0.000001225169,0.00002483514,0.003606848],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6016567,"threshold_uncertainty_score":0.3572202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01569184011900986,"score_gpt":0.2346196671913372,"score_spread":0.2189278270723273,"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."}}