{"id":"W4224948655","doi":"10.5204/mcj.2882","title":"No Free Tickets","year":2022,"lang":"en","type":"article","venue":"M/C Journal","topic":"Blockchain Technology Applications and Security","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003821356,0.00004612661,0.0000589864,0.00008162847,0.0006712695,0.00006044872,0.001645901,0.00002368521,0.0003090747],"category_scores_gemma":[0.00002336206,0.00004423837,0.00003891869,0.0002377771,0.00002556988,0.00008043253,0.0007200848,0.0005073199,0.00007942431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004349781,"about_ca_system_score_gemma":0.00005048371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002969156,"about_ca_topic_score_gemma":0.000001002733,"domain_scores_codex":[0.9993718,0.00004307467,0.0001174544,0.0001193376,0.0001909878,0.000157362],"domain_scores_gemma":[0.9993399,0.00001977046,0.00006401522,0.0004810112,0.0000452589,0.00004997942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005832718,0.0002424055,0.000728481,0.000002348352,0.00002777629,0.0001289764,0.000547864,0.00009303234,0.0009181628,0.7388713,0.1794723,0.07896154],"study_design_scores_gemma":[0.0003660798,0.0001499017,0.0007748581,0.000001489587,0.000003033962,0.001590546,0.0000417482,0.01551476,0.0002818845,0.2238761,0.7572735,0.0001260631],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1153983,0.001007608,0.8121967,0.03408382,0.002136237,0.0002053754,0.000009660758,0.0005672631,0.03439493],"genre_scores_gemma":[0.9624029,0.0000180063,0.03527525,0.001077429,0.0001316513,0.00002785045,4.61872e-7,0.000005465989,0.001060931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8470046,"threshold_uncertainty_score":0.516293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008699812999009099,"score_gpt":0.217078221110805,"score_spread":0.2083784081117959,"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."}}