{"id":"W2922341276","doi":"10.1080/17496535.2019.1588907","title":"Children's Hope, Resilience and Autonomy","year":2019,"lang":"en","type":"article","venue":"Ethics and Social Welfare","topic":"Optimism, Hope, and Well-being","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Autonomy; Context (archaeology); Psychological resilience; Optimism; Psychology; Stressor; Social psychology; Resilience (materials science); Political science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005109973,0.0001232682,0.0001768585,0.00003704272,0.0006609361,0.00007403033,0.00010647,0.0003643141,0.0004007471],"category_scores_gemma":[0.00002714079,0.0001212314,0.00003734349,0.00007471509,0.0001751286,0.00007231661,0.00007659625,0.0007935165,0.0000641749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001420273,"about_ca_system_score_gemma":0.00004894518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002108482,"about_ca_topic_score_gemma":0.00002594684,"domain_scores_codex":[0.9989971,0.0001532919,0.0001354329,0.0003310402,0.0001338447,0.0002493087],"domain_scores_gemma":[0.9995692,0.0001198049,0.00005404433,0.0001447467,0.00004925066,0.00006289502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00004670184,0.0000590794,0.1000075,0.00006145408,0.0000850123,0.0000118985,0.100447,0.000002800459,0.00003066428,0.7720265,0.001337079,0.02588426],"study_design_scores_gemma":[0.001046071,0.0001236015,0.8520218,0.00001932611,0.00003132245,0.00001440288,0.007576946,0.00001962678,0.00001148184,0.003750283,0.1349839,0.0004012382],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8810923,0.0003523114,0.00002526931,0.02137303,0.0004836633,0.0002147692,0.00001408223,0.00005321382,0.09639137],"genre_scores_gemma":[0.9940342,0.00006046623,0.00007759932,0.001296087,0.0002396126,0.000006567043,0.00001093805,0.00001755203,0.004257016],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7682763,"threshold_uncertainty_score":0.5083453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01281997667058362,"score_gpt":0.3000567345972485,"score_spread":0.2872367579266649,"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."}}