{"id":"W2138257203","doi":"10.1177/2167696814559304","title":"Transition to Adulthood as a Peer Project","year":2014,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Friendship; Construct (python library); Psychology; Negotiation; Identity (music); Action (physics); Transition (genetics); Social psychology; Reciprocal; Developmental psychology; Promotion (chess); Young adult; Sociology","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":[0.004666416,0.0003640589,0.0003618513,0.0007485378,0.0059545,0.003156565,0.0009119709,0.0006997118,0.003149877],"category_scores_gemma":[0.006498026,0.0002090221,0.0002990345,0.0004215572,0.0022991,0.002759768,0.007622963,0.001455366,0.0005203781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001051651,"about_ca_system_score_gemma":0.003680079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002354126,"about_ca_topic_score_gemma":0.005304856,"domain_scores_codex":[0.9941224,0.00403429,0.0001416404,0.0004850557,0.0005086924,0.0007079258],"domain_scores_gemma":[0.9966488,0.0006291383,0.0003519557,0.0002628347,0.0004642546,0.001642924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001768621,0.001420788,0.04256076,0.0001723552,0.0000355083,0.002258722,0.7690191,0.000218401,0.0025949,0.03342474,0.004625258,0.1434927],"study_design_scores_gemma":[0.0000747435,0.001372646,0.02984506,0.0002575637,0.00005984113,0.002742035,0.8307453,0.0009852157,0.001867859,0.009618977,0.1223747,0.00005600428],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592443,0.000678978,0.005321803,0.001366566,0.0001242636,0.0003667195,0.00003675579,0.0000554129,0.03280514],"genre_scores_gemma":[0.9916509,0.0003190366,0.002124171,0.00009976903,0.0000178631,0.0001789357,0.0000255682,0.0000101313,0.005573665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0059545,"threshold_uncertainty_score":0.02467865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01653451718959972,"score_gpt":0.3307878953564705,"score_spread":0.3142533781668708,"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."}}