{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001302707,0.0008021746,0.0004784204,0.002305206,0.003211037,0.007220533,0.001618076,0.002900294,0.5491966],"category_scores_gemma":[0.006982229,0.0004473453,0.0005129495,0.002139778,0.00129709,0.005927576,0.005382306,0.001818791,0.3600379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0013474,"about_ca_system_score_gemma":0.002274437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002617778,"about_ca_topic_score_gemma":0.007443971,"domain_scores_codex":[0.9984547,0.000258079,0.0001204069,0.0003501936,0.0006101163,0.0002065057],"domain_scores_gemma":[0.9976504,0.0003953403,0.0002257155,0.0005176109,0.0006844683,0.0005264811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008871231,0.00004284907,0.001277758,0.0003574237,0.00001075439,0.0003957037,0.001167012,0.00007701361,0.0005326405,0.03252503,0.7307236,0.2328016],"study_design_scores_gemma":[0.00000241412,0.000004514125,0.0001607959,0.0000669115,0.00000122012,0.0001330287,0.0002099185,0.00001630962,0.0000644916,0.0009492454,0.9983886,0.000002586818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002493285,0.004190532,0.003524917,0.01011211,0.005336687,0.0001491994,0.00222704,0.001393215,0.970573],"genre_scores_gemma":[0.0118557,0.002322964,0.002221646,0.002769237,0.000729749,0.00006161639,0.001766854,0.0005410634,0.9777312],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5491966,"threshold_uncertainty_score":0.6430163,"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."}}