{"id":"W2157122897","doi":"10.1177/0743558400151003","title":"Cognitive Complexity of Expectations and Adjustment to University in the First Year","year":2000,"lang":"en","type":"article","venue":"Journal of Adolescent Research","topic":"Grit, Self-Efficacy, and Motivation","field":"Psychology","cited_by":273,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Psychology; Cognition; Stress (linguistics); Longitudinal study; Social psychology; Developmental psychology; Clinical psychology; Psychiatry; Medicine","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":[0.001836164,0.0003163627,0.0003177604,0.000931652,0.0008259081,0.001948313,0.0003443535,0.0005793008,0.001049579],"category_scores_gemma":[0.01211234,0.0002879435,0.0004634011,0.0004941028,0.0008332601,0.0007187959,0.0008540432,0.001938981,0.0001382677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007525151,"about_ca_system_score_gemma":0.000763572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006436846,"about_ca_topic_score_gemma":0.01079699,"domain_scores_codex":[0.9992663,0.0002272668,0.00005024003,0.00005335735,0.0002332174,0.0001694865],"domain_scores_gemma":[0.9903117,0.001799076,0.003781194,0.0003293988,0.0005367141,0.003241978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001037858,0.00034184,0.9935285,0.000004981561,0.00002781023,0.00006305525,0.002023837,0.00008478233,0.0002532456,0.00008340719,0.00006299851,0.003421721],"study_design_scores_gemma":[0.000003500985,0.0002095274,0.9975726,0.000004025058,0.000005463377,0.00006237406,0.0016308,0.0002288415,0.00006622634,0.00009770897,0.0001096019,0.000009364138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997082,0.00004403032,0.0000266671,0.0000408591,0.000002513678,0.000003739269,0.000008181801,0.000001380268,0.000164485],"genre_scores_gemma":[0.9998316,0.0000234347,0.00002769418,0.00001000455,0.000002761931,0.000002588994,0.00002149903,5.113266e-7,0.00007982792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006436846,"threshold_uncertainty_score":0.01279879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1576963183418261,"score_gpt":0.4083271569712204,"score_spread":0.2506308386293943,"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."}}