{"id":"W2937248215","doi":"10.18357/ijcyfs102-3201918854","title":"FEEL THE PAIN AND DO IT ANYWAY","year":2019,"lang":"en","type":"article","venue":"International Journal of Child Youth and Family Studies","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MAGIC (telescope); Psychology; Anxiety; Asset (computer security); Psychoanalysis; Social psychology; Psychiatry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001068647,0.00006204065,0.0001167309,0.00005416979,0.000224059,0.00009735937,0.0001527016,0.00002509842,0.000007599946],"category_scores_gemma":[0.0002851027,0.00003786704,0.00004933382,0.00004313283,0.0001662313,0.0001642882,0.00005120845,0.0001191012,0.00000227491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002220671,"about_ca_system_score_gemma":0.00001876413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005130052,"about_ca_topic_score_gemma":0.00003588004,"domain_scores_codex":[0.9992062,0.00009606052,0.0001811266,0.0000729438,0.0003550785,0.0000885916],"domain_scores_gemma":[0.9992631,0.0001961421,0.0001444929,0.00003664946,0.0003182336,0.0000413536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003391617,0.0001595976,0.3540569,0.00002602901,0.001877635,0.00003779499,0.3708613,0.00003861492,0.00008742498,0.03235026,0.03457083,0.2055945],"study_design_scores_gemma":[0.001321926,0.0002433925,0.3386569,0.0004213689,0.00008145325,0.00003278802,0.3280277,0.00001107152,0.0000077813,0.004601108,0.3263866,0.0002079492],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9020234,0.01166165,0.00003724597,0.0745097,0.001067651,0.0000828606,0.000008874347,0.000005764234,0.01060286],"genre_scores_gemma":[0.9825864,0.00888879,0.00002053281,0.007702317,0.0006622478,3.594527e-7,5.941905e-7,0.000002824166,0.0001358902],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2918158,"threshold_uncertainty_score":0.1723303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02436322654888309,"score_gpt":0.3029582597616299,"score_spread":0.2785950332127469,"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."}}