{"id":"W4283691882","doi":"10.1109/mpot.2022.3172460","title":"Embracing failure [Editorial]","year":2022,"lang":"en","type":"article","venue":"IEEE Potentials","topic":"Leadership, Courage, and Heroism Studies","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Forces College","funders":"","keywords":"Irrational number; Meaning (existential); Word (group theory); Computer science; Psychology; Artificial intelligence; Natural language processing; Philosophy; Linguistics; Epistemology; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002208631,0.002187848,0.001893248,0.002001462,0.003105049,0.007415762,0.002812285,0.01177398,0.04965714],"category_scores_gemma":[0.01527477,0.0006269672,0.001729889,0.001157496,0.002314059,0.004626133,0.001819139,0.01516239,0.02424643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002694176,"about_ca_system_score_gemma":0.003736521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003356152,"about_ca_topic_score_gemma":0.007591946,"domain_scores_codex":[0.9977888,0.0002883479,0.0002033176,0.0003390484,0.001133852,0.0002466176],"domain_scores_gemma":[0.9902608,0.002878601,0.0005533505,0.0003893226,0.003716684,0.002201323],"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":[0.000009509058,0.000006719674,0.00002019072,0.0001203093,0.000004584426,0.00007113616,0.00001367085,0.00001405518,0.00002745197,0.0002875061,0.9918548,0.007570059],"study_design_scores_gemma":[0.00001209201,0.00001688791,0.0002610548,0.0004487557,0.00001082175,0.0002144112,0.00005132351,0.00002959533,0.00003697156,0.0005647445,0.9983428,0.00001054319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00006725256,0.01044818,0.00008882503,0.03593368,0.9436784,0.0000220386,0.00006431191,0.00006725724,0.009630177],"genre_scores_gemma":[0.001238268,0.01605588,0.0001248403,0.03363715,0.9104316,0.00003666015,0.00009587712,0.00006961002,0.03831015],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04965714,"threshold_uncertainty_score":0.1661197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03438442196129114,"score_gpt":0.3027551366936085,"score_spread":0.2683707147323174,"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."}}