{"id":"W4281387020","doi":"10.4324/9781003204534-48","title":"A Gentle Giant and an Anxious Teen","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mental health; Test (biology); Psychology; Quarter (Canadian coin); Anxiety; Medical education; Clinical psychology; Medicine; Psychiatry; History; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009670472,0.0008145409,0.0006971512,0.0007579488,0.006699606,0.003395447,0.00075556,0.001925962,0.02934423],"category_scores_gemma":[0.002936032,0.0004888955,0.0005203342,0.000391714,0.002419557,0.004986797,0.002798419,0.009245003,0.01189422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001331622,"about_ca_system_score_gemma":0.002078426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00381502,"about_ca_topic_score_gemma":0.01197198,"domain_scores_codex":[0.9994175,0.0001599592,0.00001145042,0.000092661,0.0002016881,0.0001167303],"domain_scores_gemma":[0.9993679,0.0000767895,0.00003317164,0.00002118527,0.0001380423,0.0003629299],"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":[0.00002945763,0.0002238576,0.001027178,0.0001372159,0.00001124497,0.003628511,0.02405716,0.00003935826,0.0004630159,0.04149486,0.8821356,0.04675259],"study_design_scores_gemma":[0.000006969365,0.00005989767,0.0005072844,0.0003242131,0.000005240083,0.002960282,0.01278423,0.00004655547,0.00005032522,0.002941696,0.980301,0.00001233267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0240952,0.04730457,0.004033769,0.2654144,0.05163812,0.0004163073,0.0002866786,0.0006869542,0.6061239],"genre_scores_gemma":[0.04699409,0.01686386,0.002937558,0.07298948,0.003250925,0.0001986556,0.0001141026,0.0002887299,0.8563626],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02934423,"threshold_uncertainty_score":0.09816623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03703752510463208,"score_gpt":0.2979256433959798,"score_spread":0.2608881182913477,"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."}}