{"id":"W6925039452","doi":"10.17605/osf.io/2j5bd","title":"BrainQuant3D_cFos","year":2023,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Sport Psychology and Performance","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Process (computing); Code (set theory); Power (physics); Visualization; Medical imaging","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":[0.001992733,0.002866942,0.001811394,0.002623151,0.001069244,0.004415992,0.003793648,0.002570791,0.1820358],"category_scores_gemma":[0.005895569,0.002392225,0.002692057,0.001853058,0.0009969424,0.003032583,0.004450908,0.003154221,0.08231124],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009366441,"about_ca_system_score_gemma":0.002025879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005765448,"about_ca_topic_score_gemma":0.01059537,"domain_scores_codex":[0.9990833,0.00006400879,0.00005523757,0.0002175014,0.0004371763,0.0001427029],"domain_scores_gemma":[0.9984693,0.0006224384,0.0001343364,0.000394167,0.0002553688,0.0001244422],"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":[0.001131765,0.0001299437,0.002431334,0.001931597,0.0004326857,0.000459749,0.0004259873,0.004024846,0.02505306,0.01262214,0.8752284,0.07612848],"study_design_scores_gemma":[0.0007658911,0.0001935516,0.00773013,0.000564597,0.0002892057,0.002006703,0.0001895153,0.03540046,0.08545082,0.0461152,0.820821,0.0004730214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.009019733,0.001508022,0.1840249,0.001243289,0.001023745,0.0004867236,0.2626987,0.5140077,0.0259873],"genre_scores_gemma":[0.06072361,0.001916456,0.2099386,0.001807662,0.0003421649,0.00269988,0.2352501,0.4597133,0.02760824],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1820358,"threshold_uncertainty_score":0.6089705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03613938256060693,"score_gpt":0.3373543255047842,"score_spread":0.3012149429441773,"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."}}