{"id":"W7008005290","doi":"","title":"ANZAHPE LEAPS into action... Discussion!","year":2023,"lang":"en","type":"other","venue":"ResearchOnline at James Cook University (James Cook University)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cognitive reframing; LEAPS; Neuroleadership; Leadership development; Health care; Transformative learning; Shared leadership; Professional development; Mirroring","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003645894,0.0006198991,0.0008731967,0.004725209,0.001043449,0.00006868559,0.0009749802,0.001037088,0.01113753],"category_scores_gemma":[0.0006595249,0.0005987915,0.0003902962,0.004211864,0.001788768,0.0003211577,0.001095099,0.001788401,0.002218193],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003892882,"about_ca_system_score_gemma":0.002029977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001776354,"about_ca_topic_score_gemma":0.002060295,"domain_scores_codex":[0.9957464,0.0003251397,0.0003386845,0.001190744,0.001459401,0.0009396455],"domain_scores_gemma":[0.9969143,0.0002017513,0.0003705919,0.001336073,0.0005835906,0.0005937187],"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":[0.0006971858,0.0004388873,0.0009234708,0.0004643703,0.0005264478,0.00150152,0.0005209564,0.000007321883,0.0001171219,0.00146162,0.9482366,0.04510448],"study_design_scores_gemma":[0.002606058,0.0002632614,0.0004133065,0.0009933957,0.0003180963,0.00003742202,0.007368506,0.0002470512,0.00003911873,0.00002459646,0.9870889,0.0006003214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008814313,0.0005932215,0.001781755,0.03962154,0.00236236,0.003589363,0.0005871567,0.005116629,0.9375337],"genre_scores_gemma":[0.0003267374,0.003774725,0.002795448,0.000349737,0.0007780577,0.000001088514,0.001085219,0.0006298233,0.9902592],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0527255,"threshold_uncertainty_score":0.999931,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03233909836209301,"score_gpt":0.3237808297791613,"score_spread":0.2914417314170683,"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."}}