{"id":"W7115585571","doi":"10.82396/cjcd.v14i1.3082","title":"From Hero to Zero","year":2021,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"","keywords":"Identity (music); Coping (psychology); HERO; Service (business); Identity formation","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":[0.0009787364,0.0004501205,0.0003389006,0.0005753285,0.005849753,0.006820908,0.0005673906,0.001179591,0.026639],"category_scores_gemma":[0.002817233,0.0001398539,0.0002741991,0.0003501222,0.007469493,0.004630259,0.00666926,0.004878592,0.008429497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002243953,"about_ca_system_score_gemma":0.002627672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001747049,"about_ca_topic_score_gemma":0.002483448,"domain_scores_codex":[0.9987782,0.0005855858,0.00002431984,0.0001481129,0.0002062415,0.0002576775],"domain_scores_gemma":[0.9988396,0.0001761514,0.00008608629,0.0001210234,0.000193518,0.0005836681],"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":[0.00013213,0.00007144485,0.001771552,0.0001706335,0.000009983311,0.0005705254,0.05112138,0.00009496242,0.0007013582,0.7035613,0.1463407,0.09545408],"study_design_scores_gemma":[0.000008193287,0.00009884467,0.0007829685,0.000238429,0.000003868729,0.0005744223,0.02229085,0.0001007503,0.0002251152,0.04445875,0.9312026,0.00001519674],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.05033784,0.008026624,0.006119742,0.06600989,0.008867268,0.00005295877,0.0001681576,0.0003622366,0.8600552],"genre_scores_gemma":[0.4881405,0.004427854,0.002280328,0.0112359,0.0008552189,0.00006419924,0.000108022,0.0002391692,0.4926489],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.026639,"threshold_uncertainty_score":0.08911639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0120156621258718,"score_gpt":0.2611805951723815,"score_spread":0.2491649330465097,"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."}}